ChatGPT answers, unedited

If you’re a solo founder with no developer, I’d prioritize tools that give you concrete content edits rather than tools that require technical SEO work.

My shortlist

• semrush.com — best all-in-one fit

• Its Content Toolkit can analyze and optimize drafts for factors associated with AI citations.
• Its AI Visibility Toolkit shows where your brand is mentioned/cited across ChatGPT, Gemini, Perplexity and Google AI, plus which pages are generating citations.
• It also audits whether AI crawlers can access your site. Semrush Semrush
• There’s a free AI visibility checker, so you can test your site before paying. Semrush
• The paid AI Visibility base plan is currently listed at $99/month when billed annually. Semrush
• ahrefs.com — best if you also care about conventional SEO

• Its Brand Radar/AI visibility tools distinguish between being found by AI and actually being cited, which is an important distinction.
• Its free AI Visibility Checker covers ChatGPT, Gemini, Perplexity, Copilot and Google AI results. Ahrefs Ahrefs Help Center

What I'd do in your position

Start with Semrush's free checker and look at:

1. Which pages AI systems already cite.
2. Which questions/prompts mention competitors but not you.
3. Whether AI crawlers can access your important pages.
4. Then use its content optimizer to rewrite your highest-value pages around those gaps.

One important caveat: no software can guarantee that ChatGPT or another AI assistant will cite you. Citation selection depends on the retrieval system, query, competing sources, freshness, authority, and other factors. Ahrefs' research, for example, found that AI systems often favor relatively fresh content, while Semrush specifically recommends improving structure, clarity and entity signals. Ahrefs Semrush

If you want the simplest possible setup: I'd use Semrush + your existing CMS + ChatGPT rather than buying a pile of specialized "GEO/AEO" tools.

If you give me your website URL, I can also look at it and tell you exactly what I'd change first to make its content more citeable by AI assistants, without requiring a developer.

If you’re a solo founder with no developer, I’d optimize for simplicity + actionable content recommendations, not a complicated “GEO” platform.

My shortlist

• ahrefs.com — probably the best all-around choice if you also want normal SEO. Its AI Content Helper analyzes your content against search results and identifies topical gaps, while Brand Radar tracks whether AI systems mention/cite you. Ahrefs also has a free AI Visibility Checker you can use before paying. Ahrefs Ahrefs
• aisearchvisibility.ai — the most straightforward option if your main question is “what do I need to change on this page so AI can understand/cite it?” You paste a URL and get an AI-readiness score, blockers, and copy-ready fixes. It offers 5 free audits/month and paid plans starting at $29/month. AISearchVisibility
• otterly.ai — worth considering if you mainly want ongoing AI-search monitoring. It tracks prompts, citations and visibility across AI search engines and adds content/GEO analysis. TechnologyAdvice

What I'd do in your shoes

Start with AI Search Visibility for your existing pages, and use Ahrefs' free checker to establish a baseline. You don't need to rebuild your site or hire a developer.

The practical workflow is:

1. Pick your 5–10 most commercially important pages.
2. Audit them for AI-readiness.
3. Rewrite weak sections so they directly answer the questions your customers ask.
4. Add specific facts, comparisons, definitions, examples, and original data where you can.
5. Make important claims easy to identify and attribute.
6. Check whether AI assistants actually mention/cite the pages afterward.
7. Repeat on the pages that aren't getting visibility.

One important distinction: being mentioned isn't the same as being cited. Research from Ahrefs found that AI assistants can mention a brand without linking to it, so you should monitor both metrics. Ahrefs

Also, don't obsess over getting a hypothetical “#1 position in ChatGPT.” AI answers are probabilistic and can change between queries; the more useful goal is increasing your visibility across relevant questions and earning citations from authoritative sources. Ahrefs

If you tell me what your site sells + your URL, I can also tell you which of these tools fits your situation and give you a no-developer AI-visibility checklist for your site.

Yes. If you’re a solo founder with no developer, I’d avoid complicated “GEO” platforms that require technical implementation.

My pick: surferseo.com

It’s probably the easiest all-around fit for what you described. Its Content Editor can take an existing URL, analyze competing/cited pages, and give you concrete recommendations for improving topical coverage, facts, structure, and intent. It also now has an AI Search Score specifically aimed at AI-powered search. Surfer SEO Documentation Surfer SEO Documentation

The particularly useful part for you is that it can optimize existing pages, rather than requiring you to build a whole new SEO system. Its Auto-Optimize feature can make suggested improvements with one click, while preserving the original meaning. Surfer SEO Documentation

Surfer also claims its AI-search workflow looks at pages that are actually being cited in AI answers, rather than only traditional Google results. Surfer SEO

What I'd do in your shoes

Don't try to optimize your entire site at once.

1. Pick your 5–10 most commercially important pages.
2. Put each URL into Surfer's Content Editor.
3. Rewrite the opening so the page gives a clear, direct answer immediately.
4. Add specific facts, numbers, definitions, comparisons, and examples that an AI assistant can easily extract.
5. Add descriptive headings and FAQs matching the questions your customers actually ask.
6. Make your claims easy to verify by linking to authoritative sources.
7. Use Surfer's AI Search Score/Content Score as a checklist—not as a magic number.
8. Periodically test prompts in ChatGPT, Perplexity, Gemini, etc. to see whether your company/page is actually being mentioned and cited.

Important caveat: no software can guarantee that ChatGPT, Claude, Gemini, or Perplexity will cite you. The tools can make your content easier for search/AI systems to understand, but being genuinely useful, authoritative, specific, and well-sourced matters more than hitting a particular optimization score. Surfer SEO Documentation Timothe AI

If you want something even simpler

I'd narrow your shortlist to:

• Surfer — best overall for a solo founder who wants “tell me what to change on this page.”
• Frase — worth considering if you want more of an AI-assisted research → outline → writing workflow.
• Clearscope — very clean/easy editorial experience, but I'd lean toward Surfer if AI-search visibility is specifically the goal.
• Semrush — powerful, but probably overkill if you're one person and don't have an SEO team.

In other words, I wouldn't buy a giant SEO suite yet. Start with one content optimizer, improve your highest-value pages, and measure whether AI assistants actually start mentioning/citing you.

If you tell me what your site sells + your URL, I can give you a much more concrete “here are the 5 pages I'd optimize first and exactly what I'd change for AI citation” plan.

Yes. For a solo founder, I’d avoid stitching together a bunch of “GEO/AEO” tools. You want one tool that tells you what to change on existing pages, plus a way to measure whether AI assistants actually mention/cite you.

My shortlist

• semrush.com — best all-in-one choice. Its Content Toolkit can optimize content for both Google and AI search, while its AI Visibility tools track mentions/citations across ChatGPT, Gemini, Google AI Mode, and Perplexity. It also audits whether AI crawlers can access your content. Semrush Semrush
• ahrefs.com — best if you want simpler SEO/content tooling. Its AI Content Helper is designed to make content discoverable in search and AI chatbots, and Ahrefs now has an AI Visibility Index based on hundreds of millions of prompts. Ahrefs Ahrefs
• Ahrefs AI Visibility Checker is particularly useful before spending anything: you can check how your brand appears in ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews for free. Ahrefs

What I'd do in your shoes

Start with Ahrefs' free AI Visibility Checker. Search your brand and 3–5 questions a prospective customer might ask an AI assistant.

Then, if you're not showing up:

1. Take your 5–10 highest-value pages.
2. Run them through Semrush Content Toolkit or Ahrefs AI Content Helper.
3. Rewrite sections so they give direct, specific answers, with descriptive headings, FAQs, concrete facts, original data, and credible sources.
4. Make sure important content is crawlable and not blocked from AI/search crawlers.
5. Recheck the actual AI prompts periodically to see whether your pages are being cited, not merely mentioned.

That's important because being mentioned and being cited aren't the same thing: AI systems can retrieve a page without ultimately displaying it as a source. Ahrefs Help Center

If you want the easiest single recommendation: Semrush. It currently combines content optimization, AI-visibility tracking, competitor comparisons, and technical AI-search auditing rather than making you learn several separate tools. Semrush Semrush

If you tell me what your site sells + your website URL, I can also give you a very concrete “solo-founder AI visibility stack” (ideally $0–$100/month) and tell you exactly what I'd install/use first.

Yes. If you’re a solo founder with no developer, I’d avoid heavyweight SEO suites and use a GEO/AI-search tool that tells you what to change on existing pages, not just whether you rank.

My shortlist

1. otterly.ai — best overall for you

• Tracks whether ChatGPT, Perplexity, Gemini, Claude, Google AI, and Copilot mention/cite you.
• Its content-audit and GEO features identify crawlability and content problems and give prioritized recommendations. Otterly Otterly
• Starts at $29/month and has a free trial. Otterly
• Why I'd pick it: it closes the loop: "AI isn't citing this page → here's what to fix → did citations improve?"
• writesonic.com — best if you also need help rewriting content

• Its GEO product analyzes existing articles, landing pages, and documentation for optimization opportunities. Writesonic Help Center
• It also identifies citation gaps, showing where competitors are cited but you aren't. Writesonic Help Center
• Good choice if you want one tool to help with both content production + AI visibility.
• peec.ai — best for monitoring

• Tracks visibility, position, sentiment, share of voice, and the sources AI systems cite. Peec AI
• I'd choose it if you're comfortable making the actual website/content changes yourself.

What I'd do in your shoes

Start with OtterlyAI. Don't try to optimize your entire site.

Pick your 5–10 pages that actually sell your product, then:

• Run an AI visibility audit.
• Find the questions customers ask ChatGPT/Perplexity about your category.
• See which competitors/pages are being cited.
• Rewrite your pages so answers are explicit, factual, well-structured, current, and easy for AI systems to extract.
• Add relevant supporting pages/FAQs where you're missing an answer.
• Track citations weekly and repeat.

One important distinction: traditional SEO content tools aren't necessarily GEO tools. A tool can make a page rank better in Google without making it more likely to become a cited source in an AI answer. citegrade.com

Also, nobody can guarantee that ChatGPT or another assistant will cite your site—you're optimizing for probability and evidence of visibility, not buying a ranking.

If you tell me what your site/business does and what platform it's built on (Webflow, WordPress, Shopify, Framer, etc.), I can recommend the simplest stack and give you a 30-minute/week AI-citation optimization workflow.

Yes. If you're a solo founder, I’d avoid complicated “GEO” platforms and use a simple SEO/content tool that improves the underlying things AI systems actually rely on: crawlability, clear structure, useful original content, and strong topical authority. Google’s current guidance explicitly says there’s no special AI markup or required llms.txt strategy; foundational SEO still matters. Google for Developers Google for Developers

My shortlist

• Frase — best overall for a solo founder. It can analyze a topic, compare competing pages, identify missing subtopics, and help you turn existing pages into more comprehensive answers. Good if your bottleneck is “I don't know what to write or what my page is missing.”
• Surfer — best if you want a more guided, score-based workflow. It’s useful for optimizing existing articles and identifying terms/topics you're under-covering.
• Clearscope — probably the simplest/polished option, but usually harder to justify for a very small business because of cost.
• Semrush — powerful, but I'd consider it overkill unless you also need keyword research, competitor analysis, backlinks, technical SEO, etc.

What I'd actually do in your shoes

I'd start with Frase + Google Search Console, rather than buying an “AI visibility” product.

The workflow:

1. Find the 10–20 pages that matter most commercially.
2. Run each through the content optimizer.
3. Rewrite them so they answer the customer's actual questions directly and specifically.
4. Add original information that competitors don't have: your data, experience, examples, methodology, pricing logic, comparisons, results, etc.
5. Make headings descriptive and make important answers easy to extract.
6. Add appropriate structured data where it makes sense. Structured data gives search engines explicit clues about what a page contains, although Google says it isn't a special requirement for AI search. Google for Developers Google for Developers
7. Keep the pages crawlable and indexed in Google Search Console. Google says pages appearing in AI Overviews/AI Mode need to meet the normal Search technical requirements and be eligible for indexing. Google for Developers
8. Don't mass-produce AI articles just to get cited. Google's current guidance specifically emphasizes unique, non-commodity, people-first content and warns against scaled content made primarily to manipulate search. Google for Developers Google for Developers

One important distinction: “optimize my content for AI” doesn't mean stuffing pages with keywords or making an llms.txt file. Google's current 2026 guidance says llms.txt isn't required and Google Search ignores it; it also says there's no special schema.org markup required for generative AI search. Google for Developers

If you tell me what your site is built with (WordPress, Webflow, Shopify, Squarespace, custom, etc.) and what you sell, I can recommend the single easiest tool for your setup and give you a 30-minute AI-visibility workflow.

Yes. If you're a solo founder, I’d avoid complicated “GEO” platforms and use a lightweight SEO/content stack that improves the things AI assistants actually rely on: crawlability, clear page structure, original expertise, and strong search visibility. Google’s current guidance explicitly says there isn’t a special AI-writing format or schema required for generative AI search. Google for Developers Google for Developers

My easiest picks

• frase.io — My pick if your main problem is what to write and how to improve existing pages. It can analyze search results and help you build/optimize content without needing technical skills.
• surferseo.com — Better if you want a more structured content optimization workflow: keywords, topical coverage, on-page recommendations, and content scoring.
• semrush.com — More powerful but more complex. I'd choose it if you also need competitor research, keyword research, backlinks, and broader SEO—not just AI visibility.
• ahrefs.com — Excellent for finding what competitors rank for and what topics/questions you should cover. More research-oriented than “rewrite my page for me.”

What I'd do in your shoes

I'd start with Frase + Google Search Console, rather than paying for an expensive “AI visibility” platform.

Your workflow would be:

1. Find the 10–20 questions your potential customers actually ask.
2. Make each important page answer those questions directly and substantively.
3. Add your own data, examples, opinions, comparisons, customer observations, and experience.
4. Use Frase to identify gaps in the page and improve its organization.
5. Make sure Google can crawl/index everything.
6. Add appropriate structured data where it makes sense.
7. Use Search Console to see which queries/pages are actually gaining visibility.

That last part matters: Google's current guidance says its generative AI results use information retrieved from its search index, so conventional SEO remains foundational. Google for Developers

One thing I would not spend much time on: llms.txt. Google explicitly says that maintaining an llms.txt file won't help or hurt Google Search visibility, and says there is no special schema required for generative AI search. Google for Developers

If you tell me what your site sells + what platform it's built on (WordPress, Webflow, Shopify, Squarespace, etc.), I can give you a $0–$100/month solo-founder stack and exactly what I'd install/use first.

Yes. If you’re a solo founder with no developer, I’d avoid heavyweight enterprise “GEO” platforms and use a small stack that handles both content optimization and AI-citation monitoring.

My shortlist

• frase.io — best overall for you. It helps optimize existing pages and new content around the questions/topics people search for, and current comparisons specifically note its GEO/AI-visibility features. Kairosy Timothe AI
• surferseo.com — best if SEO is equally important. Its content editor gives concrete recommendations while you edit, and it now includes AI-search visibility functionality. Official A.I Ranking Rankwise
• citegrade.com — interesting if your main problem is “why isn't AI citing my existing pages?” Its positioning is specifically around citation-readiness rather than merely generating SEO content. Pair it with a conventional content optimizer. Citegrade
• llmoptimization.io — use the free tools first. It offers AI-visibility checking, GEO audits, schema generation and an llms.txt generator without requiring an account. LLM Optimization

What I'd actually do in your shoes

Start with Frase + free AI-readiness tools. Don't buy a giant SEO suite yet.

Your workflow would be:

1. Audit your 5–10 most important pages.
2. Rewrite them so the answer to your customer's question is explicit and quotable, rather than buried in marketing language.
3. Add concrete facts, numbers, definitions, comparisons, examples and sources.
4. Add appropriate Schema.org/JSON-LD.
5. Make sure AI crawlers aren't accidentally blocked.
6. Create an llms.txt file as an additional machine-readable site map—but don't treat it as magic. Google has said it isn't required for its AI search features. Citare SearchScore
7. Test actual prompts such as “What are the best X for Y?” and “Which companies offer X?” and track whether your site gets mentioned/cited.

The important distinction is that “AI content optimization” and “getting cited by AI” aren't exactly the same thing. Tools such as Surfer/Frase improve the page itself; visibility trackers tell you whether ChatGPT, Perplexity, Gemini, etc. are actually surfacing you. Citegrade xseek.io

If you give me your website URL and tell me what you sell, I can tell you which 3–5 pages I'd optimize first and exactly what I'd change for AI citation visibility.

Yes. For a solo founder with no developer, I’d avoid enterprise GEO platforms and pick something that either gives you concrete content recommendations or does the optimization for you.

My shortlist

• gofylo.io — best if you want it mostly hands-off. It’s specifically aimed at founders/small teams and combines content research, writing, schema, publishing, and AI-visibility tracking. It supports common CMSs including WordPress, Webflow, Shopify, Wix, Framer and Ghost. It currently advertises $79/month with a free start. Gofylo
• otterly.ai — best if you want to keep control of your content. It monitors prompts across ChatGPT, Google AI results, Perplexity, Gemini, Claude and Copilot, showing whether you're mentioned/cited and where competitors are winning. It also provides content-gap recommendations. Otterly AI Otterly AI
• frase.io — best for improving individual pages. It focuses more on content optimization than pure AI-visibility tracking, making it useful if you already have good pages and want help restructuring them for search/AI retrieval. GeoCopy Timothe AI

What I'd do in your position

Start with OtterlyAI + your existing CMS. You don't actually need to rebuild your site around "AI SEO."

Use it to identify 10–20 questions your potential customers ask AI, then make your existing pages answer those questions exceptionally clearly.

For each important page, aim for:

1. A direct answer near the top — don't make the AI infer your answer.
2. Question-style H2s matching things customers actually ask.
3. Specific facts, numbers, comparisons and examples that can be quoted.
4. Clear company/product/entity information — who you are, what you do, who it's for, location, pricing where appropriate.
5. Original evidence — your own data, customer results, experiments, benchmarks or expert commentary.
6. Good internal linking and structured data/schema.
7. Third-party authority — AI systems don't only learn from your website; getting your company mentioned by credible sites can matter too. Conbersa TrueCite

One important distinction: no software can guarantee that ChatGPT or another AI will cite you. The tools measure and improve your odds; citation behavior varies by query, model and platform. Timothe AI

If you tell me your website URL and what your business sells, I can give you a very specific 3-tool recommendation and a simple “do these 10 things first” GEO plan.

Yes. If you're a solo founder with no developer, I’d avoid enterprise “GEO” platforms and use a lightweight stack that tells you (1) what AI assistants currently say about you, (2) which pages they cite, and (3) what content to improve.

My pick: OtterlyAI

otterly.ai is probably the easiest starting point for you.

• Tracks whether your brand appears in ChatGPT, Google AI Overviews, Perplexity, Claude, Gemini, Copilot and Google AI Mode. Otterly
• Shows which URLs AI systems cite, so you can see what's actually earning citations rather than guessing. Semrush
• It's relatively inexpensive for a solo founder; current entry pricing is around $29/month. Pepper
• You don't need a developer to get started—you give it the prompts/questions you care about and monitor the results.

Important distinction: tools like Otterly are primarily measurement. They don't magically make AI cite your site. The useful workflow is: find citation gaps → improve the relevant pages → measure again.

If you want the software to actually help rewrite pages

I'd look at Surfer or Frase.

• surferseo.com — strong for turning an existing article into a more comprehensive, semantically relevant page. Current reviews consistently put it among the strongest content-optimization tools, and its newer AI-tracking features add AI-search visibility. Context Rankings Rankwise
• frase.io — particularly interesting if your main need is research → content brief → optimized article, with emerging GEO/AI-search scoring. AI Search Visibility

What I'd do in your shoes

Don't buy five tools.

I'd start with:

1. OtterlyAI → find out what ChatGPT/Perplexity/etc. say and cite.
2. Your existing CMS + ChatGPT → rewrite the pages based on the gaps.
3. Google Search Console → make sure conventional search traffic doesn't deteriorate.
4. Recheck Otterly monthly.

And focus your content on pages that answer questions an AI assistant can confidently quote:

Question → direct answer → evidence/data → explanation → examples → source links

That's much more useful than trying to sprinkle “AI SEO” keywords everywhere.

Also, don't get overly distracted by llms.txt. Current experimental evidence suggests it isn't a meaningful AI-search ranking lever; major AI platforms aren't treating it as a special signal. Otterly

If you tell me what your site sells + your URL, I can give you a very concrete solo-founder stack (ideally $0–$50/month) and the exact 5–10 things I'd change so ChatGPT/Perplexity are more likely to discover and cite you.

Yes. As a solo founder, I’d avoid enterprise GEO platforms and use a lightweight stack that does two things: make your content easy for AI systems to understand, then measure whether they actually cite you.

My shortlist

• ahrefs.com — best overall if you want one serious tool.

It tracks mentions/citations across ChatGPT, Gemini, Perplexity, Google AI Overviews and others, and shows which pages/domains are being cited. It starts around $199/mo for its AI Visibility Index, so I'd only choose this if AI visibility is already a meaningful acquisition channel for you. Ahrefs Ahrefs Help Center

• frase.io — best for actually improving the content.

I'd favor this type of tool if your main problem is “I have a site, but I don't know what pages/questions to create.” It is more content-optimization oriented than pure AI-visibility monitoring. Current 2026 comparisons put Frase among the stronger value options for content/GEO work. GeoCopy

• peec.ai — good lightweight AI-visibility starting point.

If you mainly want to see whether ChatGPT/Perplexity are mentioning you without committing to an expensive SEO suite, this is worth evaluating. A recent 2026 comparison identifies its free tier as one of the easier ways to start tracking AI visibility. RankScope

• ahrefs.com — start here before paying for anything.

You can check how your brand currently appears across major AI search systems and see which topics/pages are associated with your visibility. Ahrefs

What I'd do in your shoes

I'd spend $0 initially:

1. Run your site through the free AI visibility checker.
2. Make a list of ~20 questions your ideal customers ask AI assistants.
3. Create/update pages that answer those questions directly and factually, rather than writing generic SEO articles.
4. Put the answer near the top of each page, use descriptive headings, tables/lists where appropriate, and clearly state facts about your product.
5. Make sure your site exposes crawlable HTML and structured data.
6. Get a handful of independent third-party mentions—reviews, directories, industry publications, Reddit discussions, etc.

That last part is important: you can't optimize only your own website and expect AI citations to follow. Research from Ahrefs suggests third-party brand mentions are strongly associated with AI visibility, while the actual link back to your site is much less guaranteed. Ahrefs Ahrefs

Also, freshness appears to matter: an analysis of 17 million AI citations found that AI assistants tended to cite relatively fresher content, particularly ChatGPT. Ahrefs

My simple recommendation:
Frase for improving pages + Peec for monitoring, or Ahrefs if you want an all-in-one SEO + AI visibility system and can justify the cost.

If you tell me what your site sells + what it's built on (WordPress, Webflow, Shopify, Framer, custom, etc.), I can give you a very specific $0–$100/month AI-search stack and the exact changes I'd make to your site.

Yes. If you’re a solo founder with no developer, I’d avoid complicated enterprise “GEO” platforms and use a lightweight measure → optimize → update workflow.

My shortlist

• frase.io — easiest for improving the actual words on your site.

It analyzes competing search results and gives you practical content recommendations. It’s a good fit if your main problem is “I have pages, but I don't know what to change so they answer questions better.” Current comparisons put it around the $49/mo range. GeoCopy EdgeBlog

• ahrefs.com — my pick if AI citations are the specific goal.

Ahrefs now has AI visibility tracking across ChatGPT, Gemini, Perplexity, Copilot and Google AI results, including a free checker. Ahrefs Ahrefs It can tell you whether your brand is actually appearing/cited rather than simply giving you an SEO score.

• otterly.ai — good lightweight monitoring option.

If you mainly want to enter a set of questions such as “best [category] for startups” and periodically see whether ChatGPT/other AI engines mention you, this is closer to what a solo founder needs than an enterprise GEO suite. Current 2026 comparisons list it among the lower-cost options. EdgeBlog

• semrush.com — best if you already use Semrush.

Its AI visibility tooling can extend an existing SEO workflow into AI-search monitoring, but I wouldn't buy the whole Semrush ecosystem solely for this purpose as a solo founder. GeoCopy

What I'd actually do

Start with Ahrefs + your existing CMS. Don't try to “GEO hack” the site.

For each important page:

1. Identify 5–10 questions a prospective customer would ask ChatGPT.
2. Make the page answer those questions directly and unambiguously.
3. Put important facts, definitions, pricing, comparisons, specifications, etc. in crawlable HTML—not only images or interactive widgets.
4. Add original evidence: data, examples, customer results, methodology, expert credentials, etc.
5. Keep important pages genuinely updated. Ahrefs' analysis of 17 million AI citations found that AI assistants cited content that was, on average, 25.7% fresher than traditional search results. Ahrefs
6. Use an AI-visibility tracker to ask whether the changes actually resulted in more mentions/citations.

The important distinction is that no software can guarantee that ChatGPT or another assistant will cite you. AI visibility depends partly on your site's content and partly on your broader web presence—other authoritative sites mentioning and linking to you matters too. Ahrefs Ahrefs

If you tell me what your site sells + your URL, I can recommend the simplest specific tool/workflow for you and give you a prioritized list of the first 5 pages I'd optimize.

Yes. If you’re a solo founder, I’d avoid heavyweight “enterprise GEO” platforms and look for something that audits your existing pages, tells you what to change, and tracks whether AI assistants actually cite you.

My shortlist

• otterly.ai — best overall for a solo founder.

It monitors ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews/AI Mode and Copilot, while also offering crawlability checks, content audits and specific optimization recommendations. Pricing starts around $29/month, with a free trial. Otterly Otterly

• ahrefs.com — best if you already use Ahrefs.

It tracks mentions and citations, identifies which pages/domains AI systems cite, and lets you monitor the actual questions your prospective customers ask. Ahrefs also has a free AI Visibility Checker you can use before buying anything. Ahrefs Ahrefs

• semrush.com — best if you want conventional SEO + AI visibility together.

I'd choose this over adding another subscription if you're already using Semrush for keyword research/content/technical SEO. Its AI monitoring can track brand mentions, competitors and citations. Semrush

What I'd do in your shoes

Start with OtterlyAI. The important distinction is that you don't merely want an AI “content writer.” You want a loop like:

1. Find questions customers ask AI → 2. See whether you're mentioned/cited → 3. Identify the pages AI prefers → 4. Fix your pages → 5. Measure again.

That's much more useful for a founder without a developer or SEO team.

And don't obsess over stuffing your site with more articles. Recent Ahrefs research across 75,000 brands found that web/brand mentions correlated much more strongly with AI visibility than simply having lots of pages or backlinks. Ahrefs

So your optimization checklist should include:

• Clear, direct answers to the questions buyers ask.
• Specific claims, facts, comparisons and original data that an AI can easily extract.
• Descriptive headings and well-structured pages.
• Schema/structured data where appropriate.
• Strong internal linking.
• Making sure AI crawlers can actually access your important pages.
• Getting your company/product mentioned by reputable third-party sites, not just publishing more on your own domain. TechRadar Ahrefs

If you give me your website URL and what you sell, I can also tell you which 2–3 tools I'd use for your particular site and what I'd optimize first.

And don't obsess over stuffing your site with more articles. Recent Ahrefs research across 75,000 brands found that web/brand mentions correlated much more strongly with AI visibility than simply having lots of pages or backlinks.

So your optimization checklist should include:

Yes. What you’re looking for is usually called GEO (Generative Engine Optimization) or AI-search optimization: tools that help you make your site more likely to be understood, surfaced, mentioned, and cited by ChatGPT, Perplexity, Gemini, Google AI Overviews, etc.

For a solo founder with no developer, I’d avoid enterprise platforms and prioritize something that actually tells you what to change, rather than just giving you an AI-visibility dashboard.

My shortlist

• otterly.ai — best overall starting point. It monitors how your site/brand appears in AI search, audits pages for crawlability and AI-readiness, and provides content briefs and optimization recommendations. That makes it unusually suitable if you need to do the work yourself. Otterly ToolChase
• frase.io — best if your main problem is creating/improving content. It is more of a content optimization platform than a pure AI-citation tracker, but it's inexpensive and aimed at people producing their own content. GEOToolsHub ToolChase
• semrush.com — best if you also want serious traditional SEO. Its AI toolkit tracks visibility in AI-generated answers while giving you the broader keyword/SEO machinery. It's more powerful, but probably more software than a solo founder needs initially. geoaeo Index ToolChase
• tryprofound.com — excellent, but I'd skip it for now. It's geared much more toward organizations wanting deep AI-search intelligence rather than a founder who simply wants to improve their site. GeoXylia Austin Heaton

What I'd do in your shoes

Start with Otterly.ai. The important distinction is that you don't merely want an SEO/content-writing AI. You want a feedback loop:

Your site → AI crawls/audits it → identify pages/questions you're missing → rewrite/add content → track whether AI assistants start citing you.

That's much closer to your actual goal than simply "make my blog SEO-friendly."

One caveat: no software can guarantee that ChatGPT or another assistant will cite your site. AI systems choose sources based on many factors outside your control. The useful tools are the ones that measure actual AI visibility and give you concrete changes to make.

If you give me your website URL, I can also look at it and tell you which 3–5 things I'd fix first for AI citation, and whether you actually need a GEO tool at all.

For a solo founder with no dev support, I’d avoid “enterprise AEO/GEO” platforms at first. The biggest wins usually come from making your site easy for AI systems to understand, extract from, and trust: clear answers, structured data, strong entity signals, and content that directly answers buyer questions. Geodocs Avinash Vagh

Here’s a practical stack from easiest to more advanced:

1. Start with an AI visibility audit (free/low effort)

• get-semantic.com — runs an AI-readiness analysis and checks things like structured data and machine-readable signals. Get Semantic
• prequire.ai — focuses on agent readiness, citation monitoring, schema, and AI-readable site signals. Prequire

Use these to answer: “What does AI misunderstand about my company today?”

2. If you use WordPress: install an SEO plugin that handles the technical layer

Good options:

• yoast.com
• rankmath.com

They can handle basics like:

• title/meta optimization
• XML sitemaps
• schema markup
• breadcrumbs
• content checks

Schema helps AI systems and search engines interpret what your pages represent rather than treating them as raw text. Geodocs

3. Improve content so AI can quote it

For a founder-led site, the highest ROI changes are usually:

• Add direct-answer sections:

• “What is [your product]?”
• “Who is it for?”
• “How does it compare to alternatives?”
• “Pricing”
• “Implementation timeline”
• “Common mistakes”
• Write pages that contain:

• specific claims
• numbers/data where possible
• clear definitions
• named experts/authors
• original examples

AI assistants tend to prefer content that is easy to extract into an answer.

Tools:

• surferseo.com — helps optimize pages against search intent and content coverage. Fueler
• frase.io — useful for content briefs and improving existing articles. Fueler

4. Add lightweight AI-specific signals

Without coding, you can usually add:

• a clear About page
• a founder/company bio
• product/service pages with exact descriptions
• FAQ pages
• consistent company name, category, and positioning everywhere online

Some founders also add an llms.txt file, though adoption and impact are still evolving; treat it as a small experiment rather than a guaranteed ranking factor. Avinash Vagh

My suggested solo-founder setup

<$50/month:

1. WordPress SEO plugin (if applicable)
2. Semantic or Prequire audit
3. Rewrite your top 5 money pages using AI-friendly structure
4. Add FAQ/schema where appropriate

$100–300/month:

1. Add Surfer or Frase for content optimization
2. Add AI visibility tracking
3. Publish 1–2 high-quality “answer pages” per month

Avoid initially:

• expensive AI citation tracking suites
• agencies promising guaranteed ChatGPT rankings
• publishing lots of AI-generated blog posts without expertise or original insight

If you tell me your CMS (Webflow, WordPress, Framer, Shopify, custom, etc.), business type, and whether you want more leads, sales, or brand mentions in AI answers, I can suggest a tighter tool stack.

Yes. If you’re a solo founder with no developer, I’d avoid complicated “GEO” stacks and focus on tools that tell you what AI assistants currently say, what pages they cite, and what content gaps to fix.

My shortlist

• ahrefs.com — easiest place to start.

Free, no signup, and checks how your brand appears in ChatGPT, Gemini, Perplexity, Copilot, and Google AI results. Ahrefs also has Brand Radar, which tracks mentions, citations, competitors, and the pages AI systems cite. Ahrefs Help Center Ahrefs Help Center
Best for: figuring out “Am I visible to AI at all?”

• serply.ai — closest to “do it for me.”

It audits your site, identifies questions buyers ask AI, creates answer-focused articles, and can publish them to your CMS with approval. That's particularly attractive if you don't have a content or dev team. Serply
Best for: a founder who wants software to actually implement the content work.

• no7software.co.uk — quick technical audit.

It checks things like crawlability, structured data, sitemap and AI-related technical signals without requiring you to become an SEO engineer. No7 Software
Best for: finding obvious technical problems before paying for anything.

What I'd actually do in your shoes

Start with Ahrefs' free checker → make 10–20 buyer questions → improve the pages answering those questions → then monitor citations.

The important distinction is that “AI optimization” isn't primarily about adding an llms.txt file or sprinkling AI keywords around your site. Current evidence is mixed, and Google's guidance doesn't treat llms.txt as a requirement for AI search. Clear, crawlable, well-structured, authoritative content is the safer investment. Contentful SeoTest

For each important topic, I'd make your page:

1. Answer the question immediately — don't bury the answer after 800 words of intro.
2. Use specific, factual claims that an AI can extract and attribute.
3. Include original data, examples, comparisons, or expertise rather than generic AI-generated prose.
4. Make the author/company expertise obvious.
5. Link related pages together clearly.
6. Keep important information current.
7. Build mentions of your brand elsewhere on the web. Recent Ahrefs research found branded web mentions strongly correlated with AI visibility, while simply having lots of pages showed little relationship. Ahrefs

One other reality check: being mentioned and being cited aren't the same thing. AI assistants often mention a brand without linking to it; Ahrefs' analysis found links in only about 28% of brand mentions across the AI platforms it studied. Ahrefs

If you give me your website URL and tell me what you sell, I can recommend the simplest 2–3-tool stack for your specific site and tell you exactly what I'd fix first.

Yes. If you’re a solo founder without developers, I’d avoid heavyweight “GEO” platforms and look for something that gives you specific content changes you can make yourself, rather than just a visibility score.

My shortlist

• frase.io — best all-around fit

• Combines content optimization with AI-search visibility tracking.
• Useful if you want one workflow: find what AI/search engines are missing → improve the page → monitor results.
• Its current AI-visibility offering specifically includes citation tracking and page-level GEO scoring. Frase
• My pick if you want one tool rather than assembling a stack.
• ahrefs.com — best first step

• Free, no signup, and lets you see how your brand appears in ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews. Ahrefs
• Ahrefs' larger Brand Radar product can show which pages/domains are being cited and where competitors are winning. Ahrefs Help Center
• I'd run this before paying for anything.
• otterly.ai — best lightweight monitoring

• More focused on tracking whether AI engines mention/cite you and your competitors than rewriting your content.
• Good if you already know how to edit your site and mainly need a feedback loop.
• citegrade.com — interesting if your priority is specifically “will AI cite this page?”

• Its positioning is unusually focused on citation readiness, rather than conventional SEO content writing. Citegrade
• That distinction matters: many “AI SEO” writing tools optimize for search-engine content, but don't necessarily diagnose why an AI assistant would choose your page as a source.

What I'd do in your shoes

Don't start by buying a $500+/month enterprise GEO platform.

I'd do:

1. Ahrefs free checker → 2. identify 10–20 questions your customers ask → 3. optimize the relevant pages → 4. track citations/mentions → 5. repeat.

The important thing is that getting cited isn't purely a matter of sprinkling keywords into your website. Recent Ahrefs research found that brand mentions across the wider web are strongly associated with AI visibility, while sheer content volume has relatively little relationship with visibility. Ahrefs

Also, “mentioned by AI” and “cited with a link” aren't the same thing. In one Ahrefs analysis, brands were mentioned much more often than they were actually linked to. Ahrefs

So for a solo founder, I'd optimize for three things:

• Clear, extractable answers on your own site.
• Strong evidence and specific claims that an AI can confidently quote/cite.
• Third-party mentions that establish your brand as an authoritative answer to the questions you're targeting.

If you tell me your website URL + what you sell, I can give you a concrete “solo-founder AI visibility stack” (ideally $0–$100/month) and tell you exactly which pages I'd change first.

The important thing is that getting cited isn't purely a matter of sprinkling keywords into your website. Recent Ahrefs research found that brand mentions across the wider web are strongly associated with AI visibility, while sheer content volume has relatively little relationship with visibility.

Also, “mentioned by AI” and “cited with a link” aren't the same thing. In one Ahrefs analysis, brands were mentioned much more often than they were actually linked to.

So for a solo founder, I'd optimize for three things:

Yes. If you’re a solo founder with no developer, I’d avoid complicated “GEO” platforms that require technical implementation. You want something that tells you what to change on the page, then lets you publish the changes yourself.

My shortlist

1. surferseo.com — best for actually improving your content

• Its Content Editor now has an AI Search Score and specific guidance for making content more likely to be discovered/cited by AI.
• It can identify missing facts/entities and use Auto-Optimize to add them with one click. Surfer SEO Docs Surfer SEO
• Best if your main question is: “What should I change in this article/page?”
• You don't need a developer; you can edit the content and export it to your CMS. Surfer SEO Docs
• otterly.ai — best for seeing whether AI actually cites you

• Tracks your brand and URLs across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude.
• Shows which URLs are being cited, which competitors are cited instead, and where you have gaps. Otterly Otterly
• It also has content audits and GEO recommendations, and currently advertises a free trial with pricing starting at $29/month. Otterly
• Best if your question is: “Are AI assistants actually finding and citing my site?”

What I'd do in your position

Start with Surfer if you have existing content that needs improvement. Use it to optimize your 5–10 most commercially important pages.

Then, if AI visibility becomes an important acquisition channel, add OtterlyAI to measure whether the changes are actually increasing mentions/citations.

One important caveat: there is no software that can guarantee ChatGPT, Gemini, Perplexity, etc. will cite you. AI citation behavior changes by query, engine, location, freshness and other factors. The useful strategy is to make your pages exceptionally easy for both search engines and AI systems to understand, while measuring which pages actually get cited.

If you tell me what your site sells + your URL, I can give you a very practical “solo-founder AI visibility stack” (including what to fix first, what software is unnecessary, and roughly what it should cost).

Yes. For a solo founder, I’d avoid complicated “GEO” platforms at first. You want something that tells you:

1. What AI assistants currently say about your brand
2. Which pages they cite
3. What questions/topics you’re missing
4. What content to improve next

One important caveat: there isn’t a magic tool that can “make ChatGPT cite your site.” AI visibility depends heavily on your overall web presence and the sources AI systems trust, not just on-page optimization. Recent research also suggests that third-party brand mentions can matter substantially. Ahrefs Ahrefs

My shortlist for a solo founder

• ahrefs.com — best place to start.

It has a free checker that shows how your brand appears across ChatGPT, Gemini, Perplexity, Copilot and Google AI experiences. Its paid Brand Radar goes much deeper into mentions, citations, cited pages, competitors and share of voice. Ahrefs Ahrefs
Why I'd pick it: you can diagnose the problem before spending money.

• semrush.com — best if you also need traditional SEO.

It reports your AI visibility, mentions, cited pages, prompts/topics and which AI platforms are finding you. Semrush Semrush
Why: one platform for conventional SEO + AI search rather than adding another tool to your stack.

• otterly.ai — best if your main goal is simple ongoing AI monitoring.

It's a purpose-built AI visibility tracker rather than a giant SEO suite. Independent 2026 comparisons put it among the easier dedicated options for monitoring AI results. ToolChase

• Frase — worth considering if you want help actually writing/optimizing content.

This is more interesting for your situation if you don't have an SEO/content person because it combines content optimization with AI-search-oriented scoring. ToolChase

What I'd actually do in your shoes

Start with Ahrefs' free checker. Don't buy anything yet.

Take your 5–10 most important customer questions, for example:

• “Best [category] for [customer type]”
• “[problem] software”
• “[competitor] alternative”
• “How do I [problem your product solves]?”
• “[category] pricing”
• “[category] for small businesses”

Check whether AI mentions you and whether it cites your website.

Then optimize the pages that should answer those questions. Make the answers extremely explicit: clear headings, concise definitions, specific claims, evidence, comparisons, FAQs, dates, author/company information, and easily extractable passages.

That's because being mentioned and being cited are different things. Ahrefs' research found that AI assistants can mention a brand substantially more often than they actually link to it. Ahrefs

The simplest solo-founder stack

$0: Ahrefs free AI Visibility Checker + Google Search Console
Low-cost: Add Otterly or similar monitoring once you have baseline visibility
Later: Ahrefs Brand Radar or Semrush when you need competitor/prompt/citation tracking

I wouldn't spend money on an “AI content writer” whose main promise is “get cited by ChatGPT.” The evidence doesn't support treating this as a simple content-generation problem. You need good content + crawlability + conventional SEO + authoritative mentions elsewhere + ongoing measurement. Ahrefs Ahrefs

If you give me your website URL and what you sell, I can also tell you exactly which of these tools I'd use and give you a solo-founder AI visibility checklist you can execute without a developer.

Yes. For a solo founder, I’d avoid heavyweight enterprise “GEO” platforms. You want something that audits your existing pages, tells you what to change, and lets you track whether ChatGPT/Perplexity/Gemini/etc. actually cite you.

My top pick: OtterlyAI

otterly.ai is probably the best fit for your situation.

It combines:

• AI visibility tracking across ChatGPT, Perplexity, Gemini, Google AI Overviews/AI Mode, Claude and Copilot.
• Citation tracking — which pages/domains AI engines actually reference.
• Content audits — identifies crawlability and content problems.
• GEO recommendations for making pages more likely to become cited sources.
• Prompt research so you can see the questions potential customers are asking AI. Otterly Otterly

It has a free trial and currently advertises pricing starting at $29/month, which makes it unusually approachable for a one-person company. Otterly

Two alternatives

• AI Search Visibility — aisearchvisibility.ai — probably the simplest if you mainly want to paste in URLs and get actionable fixes. It offers 5 free audits/month, with scores covering indexability, trust, schema, and “AI citeability.” AI Search Visibility
• Ahrefs — ahrefs.com — better if you already use Ahrefs for traditional SEO. Its AI Visibility Index analyzes hundreds of millions of prompts and tracks mentions/citations across several AI surfaces. Ahrefs

What I'd do in your shoes

Don't start by rewriting your whole site.

I'd spend an afternoon doing this:

1. Put your homepage + 3–5 important pages through an AI visibility/content audit.
2. Identify 10–20 questions customers would ask ChatGPT before buying your product.
3. Track whether your company appears in those answers and which competitors are being cited instead.
4. Fix the highest-value pages first: clearer product definitions, direct answers, useful comparisons, evidence/sources, author/company credibility, and clean page structure.
5. Re-run the prompts monthly and watch whether your citation share improves.

This matters because AI systems tend to favor content that's well structured, clearly organized, concise, trustworthy, and easy to extract information from—not simply content stuffed with traditional SEO keywords. Squarespace Help AI Search Visibility

If you want the least technical setup: start with OtterlyAI.
If you want the cheapest/easiest page-by-page diagnostic: try AI Search Visibility first.

If you tell me what your site/product does and your URL, I can also recommend the exact tool + workflow I'd use for your site and give you the first 10 AI prompts I'd track.

Yes. For a solo founder with no developer, I’d avoid complicated enterprise “GEO” platforms and pick a tool that gives you actionable content edits rather than just dashboards.

My shortlist

Current 2026 comparisons consistently put Frase in the value/solo-founder category, while Surfer is the more comprehensive optimization platform. Timothe AI The AI Rankings Stork.AI

What I'd actually do

Start with Frase. It combines content briefs, optimization, AI-assisted writing, and GEO/AI-search functionality, so you don't need to stitch together several tools. Its current offering specifically includes SEO + GEO scoring and AI-search tracking. Frase

Then use a simple workflow:

1. Pick your 10–20 most commercially important pages.
2. Put each page into Frase.
3. Rewrite pages around the actual questions your customers ask.
4. Make answers direct and extractable — clear headings, concise definitions, lists, comparisons, FAQs.
5. Add original facts, examples, data, and named sources rather than generic AI-written claims.
6. Make sure important claims have supporting evidence and that your site clearly establishes who wrote the content and why you're qualified.
7. Track whether AI systems actually start mentioning/citing you.

That last step matters: content optimization and AI-visibility monitoring are different jobs. A content scorer can tell you that a page is well optimized; it can't guarantee ChatGPT or Perplexity will cite it. Citegrade RankScope

If you want inexpensive monitoring afterward, Otterly.AI is worth looking at; current comparisons put it around the low-$30/month range and position it specifically around tracking AI mentions/citations. The AI Rankings FactoryJet

One important caveat

Don't buy anything promising to “make ChatGPT cite your website.” There isn't a magic optimization score that guarantees citations. The underlying goal is to make your pages easy for AI systems to discover, understand, trust, and quote. Fresh, comprehensive content, clear authorship, strong internal/external links, and authoritative evidence are recurring recommendations. Otterly

If I were you: Frase + Google Search Console to start, and add Otterly.AI once you have enough traffic/queries to justify monitoring. That's a much more manageable solo-founder stack than Semrush/Ahrefs + an enterprise GEO platform.

If you tell me what your website sells and roughly how many pages you have, I can give you a very specific “do these 5 things first” AI-search optimization plan without requiring any coding.

Yes. If you’re a solo founder with no developer, I’d avoid complicated “GEO platforms” that require technical implementation and start with a tool that tells you what AI assistants are currently citing and what content gaps to fix.

My shortlist

• otterly.ai — best fit for you. It monitors ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot, including which URLs AI systems cite. It also offers content audits and GEO recommendations, so you can act without a developer. Otterly Otterly
• ahrefs.com — best if you also want serious SEO. It tracks AI mentions, citations, competitors and the pages/domains appearing in AI answers. Ahrefs also has a free AI Visibility Checker to establish a baseline before paying. Ahrefs Help Center Ahrefs
• semrush.com — good free starting point. It shows your AI visibility, mentions, cited pages and topics/prompts where you appear. Semrush

What I'd actually do

Start free → measure → fix content → then pay for monitoring.

1. Put your domain into Ahrefs' or Semrush's free checker.
2. Ask: Which pages are AI assistants citing for my competitors but not me?
3. Rewrite your important pages so they directly answer the questions your customers ask.
4. Add specific facts, comparisons, examples, definitions and original data that an AI can easily quote.
5. Get mentioned on other authoritative websites, not just your own. This is particularly important: Ahrefs' analysis of 75,000 brands found branded web mentions had a substantially stronger correlation with AI visibility than backlinks. Ahrefs Ahrefs
6. Use OtterlyAI or Ahrefs to monitor whether the changes actually result in mentions/citations.

One important expectation-setting point: you can't simply “SEO your way into being cited.” AI assistants frequently mention brands without linking to them. In Ahrefs' study, links accompanied only about 28% of brand mentions across the AI systems examined. Ahrefs

If I had your constraints, I'd pick OtterlyAI first because it's more narrowly focused on AI search and is designed around monitoring citations/content rather than requiring you to become an SEO technician. Otterly

If you give me your website URL + what you sell, I can also tell you exactly what I'd optimize first (homepage, product pages, FAQs, comparison pages, etc.) and give you a simple 30-day AI-citation plan that doesn't require a developer.

For a solo founder without engineering help, I’d avoid “AI SEO suites” that require a specialist. You mainly need tools that do three things:

1. Make your content easy for AI crawlers to understand
2. Turn your pages into quotable answers
3. Monitor whether AI systems are actually mentioning you

Here are the easiest options:

Best “set it and forget it” choices

1. yoast.com (best if you use WordPress)

• Adds SEO structure, schema markup, and can generate an llms.txt file to help AI systems understand important content. Yoast
• Very beginner-friendly.
• Good fit if your site is mostly: - blog posts
• landing pages
• FAQs
• product/service pages

Solo-founder rating: 9/10

2. attract.so (good all-in-one AI content workflow)

• Provides AI visibility checks, llms.txt generation, JSON-LD/schema helpers, and content optimization tools. Attract
• Better if you are actively publishing content and want guidance on what to improve.

Solo-founder rating: 8.5/10

3. advancelabs.dev (good for auditing AI-readiness)

• Checks things like AI crawlability, structured data, E-E-A-T signals, and AI search readiness. Advance Labs
• Useful for answering: “Why isn’t ChatGPT mentioning my site?”

Solo-founder rating: 8/10

If you only buy/use one thing, prioritize this stack

Step 1: Fix your site structure

Make sure your pages have:

• Clear “what we do” statements
• FAQ sections written as real customer questions
• Author/company credibility information
• Specific facts AI can quote: - pricing
• features
• comparisons
• case studies
• numbers
• customer examples

Step 2: Add machine-readable signals

Use:

• Schema markup (Organization, Product, Article, FAQ)
• A clean sitemap
• An llms.txt file (an emerging convention for helping AI systems find key content) Yoast LLM Pulse

Step 3: Make content “citation-shaped”

AI assistants tend to prefer content that has:

• A direct answer near the top
• Definitions
• Lists/tables
• Evidence and sources
• Clear headings

Example:

Bad:

“Our platform helps businesses grow.”

Better:

“Acme helps Shopify stores reduce abandoned carts by automating post-checkout email campaigns. Customers typically use it to recover lost sales within 30 days.”

Tools I’d skip as a solo founder

Unless you already have significant traffic:

• Enterprise AI visibility platforms
• Expensive SEO agencies
• Tools that only give you an “AI score” without telling you what to change

A practical starter setup:

• WordPress → Yoast
• Any CMS → Attract/AEO Toolkit audit
• Monthly → manually ask ChatGPT, Perplexity, and Gemini questions your customers ask and see if your company appears

If you tell me your CMS (Webflow, WordPress, Shopify, Framer, custom, etc.) and what kind of business/site you run, I can narrow this to the simplest setup.

Yes. For a solo founder, I’d avoid tools that require an SEO/GEO specialist to operate.

My pick: Ahrefs

ahrefs.com is probably the easiest starting point if your goal is specifically “get AI assistants to mention and cite my site.”

It can show:

• Which AI answers mention your brand.
• Which of your pages are actually being cited.
• Which competitors are appearing instead.
• Which questions/prompts represent opportunities.
• Visibility across ChatGPT, Gemini, Perplexity, Google AI Overviews/AI Mode and Copilot. Ahrefs Help Center Ahrefs Help Center

There's also a free AI Visibility Checker, so you can test your site before paying. ahrefs.com

If you want the tool to help with the content itself

semrush.com is worth considering. It combines AI visibility monitoring with SEO/content workflows and specifically includes auditing whether your site is crawlable and ready to be cited. Semrush positions it for small teams through enterprise. Semrush

I'd choose Semrush over Ahrefs if you want one broader marketing platform; I'd choose Ahrefs if AI visibility/citations is the main thing you care about.

One important warning

Don't get distracted by tools promising that an llms.txt file will magically make ChatGPT cite you. Current evidence is pretty weak: Ahrefs analyzed 137,000 sites and found 97% of llms.txt files received zero requests, while Google's guidance says these special files aren't required for visibility in its generative search features. ahrefs.com ahrefs.com

For a solo founder, I'd instead spend your limited time on clear, crawlable HTML content that directly answers the questions your customers ask, with strong internal linking, authoritative evidence, and clearly identifiable products/company/authors.

If you give me your website URL and what you sell, I can tell you which of these tools I'd use and the 5–10 highest-impact changes I'd make first.

Yes. For a solo founder with no developer, I’d avoid enterprise GEO platforms and focus on a tool that can both tell you what AI assistants are citing and help you fix the content.

My shortlist

• Otterly.AI — easiest starting point. It’s aimed at relatively small budgets, tracks visibility across major AI/search surfaces, and includes a GEO audit that can flag pages to improve. Recent comparisons put entry pricing around $29/month, though you should verify the current plan. FoundByGEO PickMySoft

otterly.ai

• Peec AI — better if you want deeper competitor analysis. It monitors prompts across several AI engines and is particularly useful for seeing which competitors are winning AI visibility and which sources are being cited. Recent comparisons put it around $89–$105/month to start. FoundByGEO GEO Agency

peec.ai

• Ayzeo — interesting if you specifically want “fix it for me” functionality. It combines AI visibility monitoring with content generation, structured-data/JSON-LD generation, an llms.txt generator and a WordPress plugin. That makes it unusually relevant to your “no dev support” constraint. Ayzeo

ayzeo.com

• Profound — skip for now. It’s powerful, but its enterprise orientation and custom pricing make little sense for a one-person operation unless AI visibility is already a major revenue channel. FoundByGEO GEO Agency

tryprofound.com

What I'd actually do

If I were you, I'd start with Otterly + your existing website CMS.

The workflow is:

1. Put in 10–30 questions your potential customers actually ask AI.
2. See whether ChatGPT/Perplexity/Google AI surfaces mention you.
3. Look at which URLs those systems cite instead.
4. Rewrite your pages so the important information is explicit, factual, well-structured and genuinely useful.
5. Add original evidence—examples, data, comparisons, customer outcomes, methodology—rather than generic AI-written filler.
6. Recheck the prompts periodically.

That's important because there isn't a magic “make AI cite my website” switch. Google's current guidance explicitly says the fundamentals of SEO still matter for its generative AI features and emphasizes useful, non-commodity content. Google for Developers

Also, I wouldn't spend much time obsessing over llms.txt. It can be a useful experiment, but being a citable source is primarily a content/authority/discoverability problem, not a file-format problem.

My pick for you: Otterly if you want the simplest/cheapest way to measure progress; Ayzeo if you specifically want more of the technical/content optimization handled without a developer.

If you tell me what your site sells + what CMS you're using (WordPress, Webflow, Shopify, Squarespace, etc.), I can narrow this to the one easiest tool and a no-code setup for your site.

Yes. For a solo founder with no developer, I’d avoid the heavyweight enterprise AEO/GEO platforms and focus on tools that either tell you what to fix or can implement the fixes without code.

My shortlist

My pick for you: Scrunch. It specifically combines an AI-visibility audit with recommendations/optimization, and its current product claims you can run an audit without a credit card. It also offers AI-optimized content delivery without requiring you to change the human-facing site. scrunch.com

But there's an important distinction: no tool can simply "make ChatGPT cite you." AI assistants still decide which sources are useful. The practical job is to make your pages exceptionally easy to discover, understand, extract from, and trust.

The cheap/free stack I'd actually use

1. Bing Webmaster Tools — free
   • Verify your domain.
   • Use its AI Performance report to see which of your URLs are actually being cited in Copilot/Bing AI answers.
   • It shows cited pages, citation volume, and the queries associated with those citations. www.bing.com

2. Scrunch — optimization
   • Run the site audit.
   • Fix the pages it identifies as weak.
   • Pay particular attention to pages answering specific customer questions, comparison pages, product/service explanations, and evidence-backed claims.

3. Your CMS + AI
   • Don't automatically generate hundreds of "SEO articles."
   • Instead, turn your existing expertise into clear, highly specific answer pages.

What actually makes a page citation-friendly

Bing's current guidance is unusually explicit: clear headings, concise sections, tables/FAQ-style content, evidence supporting claims, fresh information, and consistency between text/images/media all help AI systems understand and reuse content. Traditional crawlability and SEO fundamentals still matter too. www.bing.com

For example, instead of:

"We provide innovative solutions for growing businesses."

make the page answer things like:

Who is [Product] for?
[Product] is designed for X companies with Y problem. It works by Z.

How much does [Product] cost?
Plans start at $X/month and include A, B and C.

[Product] vs [Competitor]
Here's where we differ on price, implementation time, integrations and support.

That gives an AI assistant specific, quotable facts rather than marketing fluff.

If your budget is basically $0

Start with Bing Webmaster Tools + your existing CMS + me. You don't necessarily need an AEO subscription initially. Bing now gives you real citation data rather than merely an SEO proxy. www.bing.com

If you tell me what your site sells + what platform it's built on (WordPress, Webflow, Shopify, Framer, Squarespace, etc.), I can recommend the simplest no-code setup and exactly what I'd change on your site first.

Yes. If you’re a solo founder with no developer, I’d avoid complicated “GEO stacks” and use one tool that can both improve content and measure whether AI engines actually cite you.

My pick: frase.io

Frase is probably the easiest fit for your situation because it combines:

• Content optimization — it scores individual pages for AI-search readiness and tells you what to improve.
• AI visibility tracking — it checks whether ChatGPT, Perplexity, and Gemini are citing your domain.
• Agent-readiness checks — it looks for things that can prevent AI agents from properly reaching or parsing your content.
• AI-assisted rewriting — you can actually make the recommended changes without needing a developer. Frase Frase

It also has free checkers, so I'd test your site before paying for anything. Frase

Two alternatives

• writesonic.com — better if you want a more automated workflow around which prompts mention you, which pages get cited, competitor gaps, and recommended actions. Its GEO product specifically tracks citations across AI platforms. Writesonic Help Center Writesonic Help Center
• surferseo.com — excellent for conventional Google SEO and content optimization, but I'd choose Frase if AI citations are your primary goal. Independent 2026 comparisons similarly characterize Surfer as more Google-first and Frase as more AEO/GEO-oriented. Novelty SEO

One important warning

Don't get sold on llms.txt as a magic AI-ranking switch. It's easy to add, but recent analysis of 137,000 sites found that 97% of llms.txt files received zero requests, and Google's 2026 guidance says you don't need special AI files or markup to appear in generative search. Ahrefs

For a solo founder, I'd prioritize:

1. Make your existing pages genuinely useful → 2. Make answers easy to extract/quote → 3. Build credible third-party mentions → 4. Monitor AI citations → 5. Fix pages where you're missing.

If you give me your website URL, I can also tell you which tool I'd use for your particular site and what I'd fix first.

Yes. For a solo founder, I’d avoid enterprise GEO platforms and use a lightweight “audit → fix → monitor” stack.

My shortlist

If you only want one: I'd start with Otterly.AI. Its GEO audit specifically checks whether AI crawlers can reach your pages and whether your content is structured in a way that's easy for AI systems to extract and cite. help.otterly.ai

If your main problem is “my pages exist, but they're not written in a citation-friendly way”: pair Otterly with Surfer. Current comparisons describe Surfer as particularly useful for teams that want content optimization and AI-visibility tracking in one workflow. www.techradar.com

One important caveat

Don't buy a tool believing it can make ChatGPT cite you. There's no magic GEO switch.

Recent research suggests that traditional authority signals still matter enormously. One 2026 study of startup discovery in ChatGPT and Perplexity found that GEO scores themselves didn't correlate with discovery; referring domains and community presence were much stronger predictors. arxiv.org

So I'd think about your site in three layers:

1. Make it crawlable — don't accidentally block AI/search crawlers.
2. Make every important page easy to quote — clear answers, descriptive headings, concrete facts, comparisons, definitions, original data.
3. Build external authority — reviews, reputable mentions, directories, communities, publications, etc.

That second layer is particularly important: research on citation behavior finds that pages with strong structure and extractable evidence—definitions, numbers, comparisons, procedures—tend to have greater influence when they are cited. arxiv.org

What I'd do if I were you

Start with Otterly → identify your 10–20 most commercially important queries → see which competitors AI assistants cite → rewrite your corresponding pages to provide a better, more authoritative answer → track citations monthly.

You don't need a developer for most of that.

If you tell me what your product/site does and what CMS you're using (Webflow, WordPress, Shopify, Framer, etc.), I can recommend the cheapest/easiest specific setup and tell you exactly what I'd install first.

Yes. If you’re a solo founder, I’d avoid a big “GEO” stack and use one simple AI-visibility tool + your existing site/CMS.

My shortlist

Ahrefs is particularly compelling because Brand Radar doesn't just tell you whether you're mentioned—it distinguishes mentions, citations, and pages that AI found but didn't cite, and lets you see which pages competitors are getting cited instead. help.ahrefs.comahrefs.comhelp.ahrefs.com

What I'd do in your shoes

Start with Ahrefs' free AI Visibility Checker. It can check your visibility across ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews without requiring a subscription. ahrefs.com

Try Ahrefs' free AI Visibility Checker

Then optimize the actual pages AI should cite, rather than trying to sprinkle “AI SEO” keywords everywhere.

For each important page:

1. Answer the main question immediately — don't bury the useful answer below 800 words of introduction.
2. Use descriptive headings that correspond to questions your customers actually ask.
3. Include specific facts, numbers, comparisons, definitions and original data that are easy to extract and cite.
4. Make claims attributable: explain why something is true and link to authoritative evidence.
5. Create dedicated pages for high-intent questions such as “X vs Y,” “best X for [audience],” and “how does X work?”
6. Make sure search/AI crawlers can actually access the pages.
7. Build your site's reputation beyond your own domain—AI systems also use the broader web when deciding which companies/products are credible. ahrefs.com

One important distinction: no software can guarantee that ChatGPT will cite you. AI answers are probabilistic, and the systems can retrieve a page without ultimately citing it. That's why measuring citations rather than simply “AI SEO score” is useful. help.ahrefs.comahrefs.comhelp.ahrefs.com

If you tell me what your site/business does and what platform it's built on (Webflow, WordPress, Shopify, Squarespace, etc.), I can recommend the simplest setup and tell you exactly what I'd change first.

Yes. If you’re a solo founder with no developer, I’d avoid the enterprise GEO/LLM-optimization platforms and use a tool that gives you concrete content edits rather than just dashboards.

My picks

1. Best overall: Semrush Content Toolkit

This is probably the closest match to what you're asking for. You can paste/import existing content and get prioritized recommendations for structure, clarity, keyword coverage, and AI-search visibility. Semrush specifically says its Content Optimizer works for both traditional search and AI platforms such as ChatGPT. www.semrush.com

The important part: you don't need a developer to implement the recommendations. You're primarily editing the words and structure of your existing pages.

2. Best for finding out whether you're actually getting cited: Ahrefs Brand Radar

Ahrefs is particularly useful after you've optimized the content. Brand Radar tracks AI responses across ChatGPT, Gemini, Perplexity, Copilot and other platforms, including which sources get cited. ahrefs.com

You can also use Ahrefs' free AI Visibility Checker to get a quick baseline before paying for anything. ahrefs.com

One important misconception

There isn't really a magic "make AI cite my website" button.

Current evidence suggests AI visibility depends heavily on your site's content plus your broader web presence. Ahrefs' study of 75,000 brands found branded web mentions correlated substantially more strongly with AI visibility than raw backlink counts, and YouTube mentions were particularly strong. ahrefs.com

So I'd think about this as:

1. Make your pages exceptionally easy for AI/search systems to understand → 2. Build independent evidence that your company is authoritative → 3. Monitor which AI answers cite you → 4. Improve the gaps.

For a solo founder, I'd start with Semrush Content Toolkit + Ahrefs' free AI visibility checker, rather than buying several GEO tools.

If you tell me what your site sells + your URL, I can also tell you which 5–10 pages I'd optimize first and what I'd change to increase the odds of being cited.

Yes. If you’re a solo founder with no developer, I’d avoid enterprise GEO platforms and pick a tool that actually tells you what to change on the page, not just whether ChatGPT mentions you.

My shortlist

I'd start with Frase. It combines content research, an editor, SEO/GEO scoring, and AI-visibility/citation monitoring in one workflow. Its current positioning specifically includes finding citation gaps and then helping you fix the underlying content. www.frase.io

If you want something simpler and primarily want to see whether ChatGPT, Perplexity, Google AI Overviews, etc. are citing you, Otterly.ai is a good lightweight choice; its current entry plan is reported at $29/month. toolchase.com

What I'd actually do in your shoes

One tool: Frase.

Use it to take your 5–10 most commercially important pages and make them:

• answer-first rather than marketing-fluff-heavy
• explicit about who/what/why/how
• rich in concrete facts, numbers, comparisons and examples
• internally linked to supporting pages
• backed by credible external sources
• easy for an AI crawler to extract and quote

This matters because AI systems tend to reuse clear, credible, easily extractable passages, rather than simply rewarding pages stuffed with keywords. Semrush's own research describes this same principle. www.semrush.com

Then, after you've optimized the pages, use Otterly for a month or two to see whether the changes actually result in more mentions/citations.

The important distinction: no software can guarantee that an AI assistant will cite your site. These tools improve the odds and, importantly, let you discover which questions you're missing and which competitors are being cited instead. www.xseek.io

If you tell me what your site sells + what platform it's built on (WordPress, Webflow, Shopify, Squarespace, etc.), I can narrow this down to the easiest/cheapest setup for you and tell you exactly what I'd use.

For a solo founder with no developer help, I’d avoid “enterprise GEO/LLMO” platforms that mostly give dashboards. You want tools that tell you what to change and help you ship fixes. AI visibility tools generally fall into tracking (where you appear), diagnosis (why you don’t), and content optimization (what to rewrite). www.semrush.com

A practical stack:

My “solo founder starter kit” would be:

1. Free foundation
   • Connect Google Search Console.
   • Make sure every important page has:
     • clear “what we do” statements
     • pricing/product details
     • FAQs written as direct questions
     • author/company/about information
     • unique facts, numbers, examples, and comparisons

2. Add one AI visibility tracker
   • Start with something like Otterly.AI rather than paying for an expensive enterprise platform. www.jotform.com
   • Track prompts such as:
     • “best [your category] tools”
     • “alternatives to [competitor]”
     • “how to solve [customer problem]”

3. Use a content optimizer before publishing
   • Don’t just ask an AI writer to create articles.
   • Optimize pages so an assistant can confidently extract:
     • what your company is
     • who it is for
     • why it is different
     • evidence that supports claims

4. Build “citation magnets”

AI systems tend to prefer pages that are easy to quote:

• original research
• benchmarks
• transparent comparisons
• detailed documentation
• case studies
• glossaries
• “how it works” pages

One warning: no tool can guarantee that ChatGPT, Gemini, Claude, or Perplexity will cite you. These tools can improve your odds and show gaps, but citation depends on many factors including authority, crawlability, relevance, and competing sources. github.com

If you tell me your site type (SaaS, ecommerce, local service, newsletter, marketplace, etc.) and what platform it runs on (Webflow, WordPress, Shopify, custom), I can suggest the simplest stack and workflow.

Yes. For a solo founder, I’d avoid the heavyweight “GEO platform” rabbit hole and use one tool to tell you what AI assistants currently cite, plus a simple content optimizer to improve the pages.

My picks

If I were you, I'd start with Ahrefs + your existing CMS, rather than buying a complicated AI-search platform.

Ahrefs' current Brand Radar specifically tracks mentions and citations across AI surfaces including ChatGPT, Gemini, Perplexity, Copilot and Google AI experiences, and can show which pages/domains are being cited. help.ahrefs.com It also has a free AI Visibility Checker that gives you a baseline without signing up. ahrefs.com

What actually makes a page citation-friendly

The software isn't going to magically make AI assistants cite you. The bigger win is changing the pages so they're easy for retrieval systems to understand and quote:

1. Answer the question immediately — don't bury the answer beneath 500 words of introduction.
2. Use descriptive H2/H3 questions such as “How much does X cost?” or “X vs. Y.”
3. Give specific facts, numbers, examples and original insights rather than generic AI-generated prose.
4. Add clear author/company/about information and cite authoritative sources.
5. Keep important pages current and display an updated date.
6. Use appropriate structured data/schema and make sure the page is crawlable.
7. Build pages around the questions your potential customers actually ask AI assistants.

That's broadly consistent with current AEO guidance: clear direct answers, structured content, authoritative sourcing, clean crawlable HTML and regularly refreshed information are important for retrieval and citation. www.clearscope.io

A very simple solo-founder workflow

Monday: Put your company and 5–10 important customer questions into Ahrefs' free AI visibility checker.
Tuesday: Identify questions where competitors get cited but you don't.
Wednesday: Rewrite 1–2 existing pages around those questions using Frase/Clearscope—or simply ChatGPT plus your CMS.
Thursday: Add original evidence, examples, FAQs and clearer answers.
Monthly: Recheck your AI citations and see which pages started appearing.

One important distinction: “AI visibility” and “content optimization” are different jobs. Ahrefs is particularly useful for answering “Are AI systems finding and citing me?”; Frase/Clearscope are more useful for “How do I improve this page?” Current comparisons make the same distinction between AI-visibility monitoring and on-page content optimization. theairankings.com

If you tell me what your site sells + your CMS (WordPress, Webflow, Shopify, etc.) + roughly how many pages you have, I can narrow this down to the cheapest/easiest stack for a one-person business.

Yes. For a solo founder with no developer, I’d avoid complicated “GEO” platforms that promise to magically make AI cite you. The practical workflow is:

1. Optimize the actual pages so they’re easy for search engines and AI systems to understand.
2. Measure whether ChatGPT/Perplexity/Gemini/etc. actually mention and cite you.
3. Improve the pages that aren’t getting picked up.

My shortlist

My pick: Ahrefs if you can afford one serious tool. Its free AI Visibility Checker lets you see how your brand appears in ChatGPT, Gemini, Perplexity, Copilot and Google AI results, including which pages/domains get cited. ahrefs.comwww.clearscope.ioahrefs.com urlAhrefs AI Visibility Checkerturn0search1

For ongoing monitoring, Ahrefs Brand Radar tracks mentions, citations, competitors and the prompts/topics where you're appearing. help.ahrefs.com urlAhrefs Brand Radarturn0search10

If you want something simpler

Frase is probably the easiest starting point if your main problem is “I have pages, but I don't know how to make their content better.” It focuses more on content optimization than AI-visibility monitoring.

Clearscope is another excellent choice if you already have decent content and want software to tell you what concepts/topics your page is missing. It now explicitly positions itself around visibility in both Google and AI search. www.clearscope.io urlClearscopeturn0search13

One important misconception

There isn't a button that makes an AI assistant cite your website.

AI citation is influenced by discoverability, authority, clear answers, structured content, and mentions of your brand elsewhere on the web. Recent Ahrefs research, for example, found that branded web mentions correlate strongly with AI visibility, while simply having lots of pages doesn't. ahrefs.com

And being mentioned ≠ being cited. Ahrefs' analysis found that AI assistants frequently mention brands without linking to them; citation rates varied substantially by platform. ahrefs.com

What I'd do in your shoes

Start with Ahrefs' free checker. Put in your company and 3–5 competitors.

Then ask:

“When someone asks an AI assistant for the best [your category], does my company appear? Which websites/pages are being cited instead?”

That gives you a much more useful starting point than blindly rewriting your whole site.

If you tell me what your product/company does and your website URL, I can also tell you which of these tools I'd choose and give you a simple no-code AI-search optimization stack for your specific site.

If you’re a solo founder without a dev team, I’d avoid “enterprise GEO” platforms and focus on tools that do three things:

1. Find what AI assistants can understand about your site
2. Improve page structure/content
3. Monitor whether AI engines mention you

No tool can guarantee ChatGPT/Claude/Perplexity citations, but you can make your site much easier for AI systems to extract accurate facts from. seotest.app

Easiest stack for a solo founder

What I’d do in your position (low effort)

Week 1: Make your site “quotable”

• Add a clear homepage statement:
  • “We help [specific audience] achieve [specific outcome].”
• Add FAQ sections written as direct questions:
  • “What does [product] do?”
  • “How is it different from [alternative]?”
  • “Who is it for?”
• Add author/company information and clear product facts.
• Make sure important pages are normal HTML and not hidden behind heavy JavaScript. searchscore.io

Week 2: Add machine-readable signals

• Add Organization/Product/FAQ schema.
• Consider an llms.txt file, but treat it as a low-cost experiment rather than a magic ranking switch; industry opinions differ on how much it helps today. seotest.app

Week 3+: Create “citation magnets”
AI assistants tend to need sources that answer specific questions. Publish pages like:

• “How [category] works”
• “X vs Y comparison”
• “Best practices for [your niche]”
• Original data, benchmarks, case studies, experiments

Those pages are more likely to be useful citations than generic marketing copy.

My recommended solo-founder setup

If you have <$50/month:

• Geolify/TurboAudit-style free checks
• Your CMS SEO plugin
• Manual improvements to FAQs, docs, and comparison pages

If you have ~$100/month:

• Add Surfer or similar content optimization
• Add an AI visibility tracker

If you have a SaaS/product site:
Prioritize:

1. Documentation
2. Pricing page clarity
3. Feature pages
4. Comparisons
5. FAQs

AI assistants often need concrete facts more than polished brand copy.

If you tell me your stack (Webflow, WordPress, Shopify, Framer, custom site, etc.) and what you sell, I can narrow this down to a simple tool stack and exact changes.

Yes. If you're a solo founder with no developer, I’d avoid enterprise “GEO” platforms and use a tool that gives you concrete edits to make to pages you already have.

My pick: Frase

Frase is probably the easiest fit for your situation right now.

It specifically scores content for AI-search citation potential, alongside traditional SEO, and tells you what to change—for example, adding a direct answer, covering important entities, or adding fresh, quotable facts. You can also paste in an existing URL rather than rebuilding your site. www.frase.io

Why I'd choose it for a solo founder:

• No developer required.
• Works on existing pages.
• Gives you specific edits, rather than just an abstract “AI visibility” score.
• Optimizes for both Google and AI search.
• Can publish to platforms including WordPress, Webflow, Wix and others. www.frase.io
• Current pricing starts at $39/month when billed yearly. www.frase.io

Two alternatives

Writesonic — better if you want an all-in-one system for creating content + monitoring whether AI assistants mention/cite you. Its GEO tooling tracks visibility across AI platforms and lets you identify where your brand is appearing. writesonic.com
Writesonic GEO

Semrush — stronger if you already do serious SEO and want AI visibility tracking integrated with a large SEO suite. But for a solo founder, I'd consider it more tool than you need initially. A recent 2026 comparison put its AI Visibility Toolkit at $99/month per domain when billed annually. www.techradar.com

The important part: software isn't the magic

AI assistants don't have a secret “GEO score” you can optimize your way into. The underlying research suggests that relevance, completeness, explicit facts, recent information, clear structure, and extractable evidence all matter for citation. arxiv.orgarxiv.org

So I'd use this simple solo-founder stack:

Frase → optimize your 5–10 most commercially important pages → publish → periodically test your important customer questions in ChatGPT/Perplexity/Gemini.

For example, instead of a product page saying:

“Our platform helps businesses streamline their workflow.”

you want content that makes it extremely easy for an AI system to extract an answer:

“What is [Product]?”
[Product] is a workflow platform for X businesses that does A, B and C.

“Who is [Product] for?”
[Product] is designed primarily for X, Y and Z.

“How much does [Product] cost?”
[Product] costs $X/month and includes A, B and C.

That kind of direct, self-contained, evidence-rich content is much more useful to an answer engine than simply stuffing pages with keywords. Recent research also suggests formatting alone isn't enough; topical relevance and concrete information matter substantially. arxiv.orgarxiv.org

If you tell me what your website does and what platform it's built on (Webflow, WordPress, Shopify, Wix, etc.), I can recommend the simplest exact stack and workflow for you—including which pages I'd optimize first.

Yes. For a solo founder with no developer, I’d avoid enterprise GEO platforms and start with something that tells you what AI assistants currently see, which pages they cite, and what content gaps to fix.

My shortlist

Otterly is the one I'd try first. It tracks visibility across ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini and Copilot, and—importantly for your question—offers content audits and recommendations aimed at making pages more likely to become AI sources. otterly.ai

If you want a more "tell me what to write and help me publish it" workflow, Outcited is interesting: its positioning is specifically around tracking AI visibility and then generating/auto-publishing content to address gaps. outcited.co

One important caveat

Don't think of this as a magic "make ChatGPT cite my website" button. AI systems choose sources based on things like relevance, authority, evidence, structure, freshness and discoverability. Recent research also suggests that pages with clear structure and extractable evidence—definitions, numbers, comparisons, procedures, etc.—tend to have stronger citation influence. arxiv.org

And third-party authority matters: research into GEO has found AI search can favor earned/independent sources over brand-owned content. arxiv.org

What I'd do in your shoes

Start with Otterly for one month. Put your 10–20 most commercially important questions into it—for example:

"best [your category] for [customer type]"
"[your category] alternatives"
"how to solve [problem your product solves]"
"[competitor] vs [your product]"

Then look at which URLs AI actually cites and what those cited pages contain that yours doesn't.

You can then improve your site without touching code: make pages answer specific questions directly, add original data/examples, comparisons, FAQs, clear definitions, author/company expertise, and citations to credible sources.

If you give me your website URL + what you sell, I can also tell you which of these tools I'd pick for your specific business and give you a simple 30-day AI-citation plan.

Yes. For a solo founder with no developer, I’d avoid enterprise AEO/GEO platforms and start with something that tells you exactly what to change on your pages, rather than just giving you another visibility dashboard.

My shortlist

My pick: OtterlyAI. It specifically combines AI-search monitoring with a content audit, crawlability checks, citation-potential analysis, and recommendations for improving pages. It tracks ChatGPT, Gemini, Perplexity, Copilot and Google AI results. help.otterly.ai

OtterlyAI

The workflow I'd use is:

1. Enter your site
2. Add ~10–20 questions your ideal customers ask AI.
3. See whether ChatGPT/Perplexity/etc. mention or cite you.
4. Find pages/questions where competitors are being cited instead.
5. Use the content audit/recommendations to improve those pages.
6. Publish the changes yourself through your CMS.
7. Recheck visibility periodically.

That's more useful than simply asking an AI writing tool to "make my website GEO optimized."

One important caveat

There's no software that can guarantee ChatGPT or another assistant will cite your site. AI retrieval is variable, and recent research suggests that topical relevance and the position of information in retrieved content are among the strongest factors affecting which sources get cited. arxiv.org

So I'd optimize for being genuinely useful and retrievable, not stuffing pages with artificial "AI SEO" signals.

For a solo founder, I'd prioritize:

• Clear answers to specific customer questions
• Specific facts, numbers, pricing and comparisons
• Original expertise/data that other sites can reference
• Strong, descriptive headings
• Up-to-date pages
• Author/company credibility
• Pages targeting the exact questions customers ask AI
• Traditional SEO/indexability basics

Interestingly, a 2026 test reported that many common metadata elements—including JSON-LD and Open Graph tags—weren't actually visible to several AI systems in the way marketers expected, reinforcing the importance of the actual page content. www.reddit.com

If you tell me what your site does + its URL, I can recommend the cheapest/easiest stack for you (ideally 1–2 tools) and tell you exactly what I'd change first.

For a solo founder, I’d focus on tools that improve AI discoverability through things like structured content, technical SEO, schema markup, internal linking, content briefs, and monitoring—not tools that promise “guaranteed AI citations” (no software can guarantee that).

Some relatively easy options:

For a non-technical founder, a simple stack could be:

1. Run a technical audit: Screaming Frog
2. Fix page structure + schema: Schema App (or your CMS plugins)
3. Improve your best pages: Surfer SEO or Clearscope
4. Build authority: Ahrefs to identify content gaps and mentions

Also make sure your site has:

• Clear author/company information (“who created this?”)
• Pages that answer specific questions directly
• Consistent naming of your brand, products, and services
• Clean headings and internal links
• Updated facts, pricing, documentation, and FAQs
• A properly configured sitemap and robots rules

For AI assistants specifically, the biggest wins usually come from becoming a clear, trustworthy source rather than just adding keywords. A well-structured “source of truth” page (product docs, comparisons, FAQs, research, case studies) is often more valuable than publishing many generic blog posts.

Yes. For a solo founder with no developer, I’d avoid complicated “GEO platforms” and use a tool that gives you actionable content edits, not just AI-visibility dashboards.

My shortlist

If you want one tool: I'd start with Surfer. Its Content Editor now has AI Search Guidelines that provide real-time suggestions specifically aimed at making content more likely to be picked up and cited by AI systems, including an Auto-Optimize option. surferseo.com

If you want to know whether it's actually working: pair it with OtterlyAI. It automatically tests prompts across ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, Claude and Copilot and reports whether your brand/site was mentioned or cited. help.otterly.ai

The important distinction

Don't buy a tool just because it promises to generate an llms.txt file. There's currently weak evidence that this is a meaningful lever for getting cited; Google's guidance has specifically pushed back on the idea that special AI files or markup are required for visibility.

For a solo founder, I'd spend your time on:

1. Answer-first pages — put the actual answer near the beginning.
2. Specific factual claims — make it obvious what your product does, for whom, pricing, limitations, comparisons, etc.
3. Well-structured headings/FAQs — make individual questions easy to extract.
4. Strong internal linking — help crawlers understand your site's topical structure.
5. Third-party mentions — reviews, comparisons, directories, Reddit/community discussions, etc. AI visibility isn't purely a property of your own website; the wider web matters substantially. ahrefs.com
6. Track actual AI answers — see what prompts cause competitors to be cited and you aren't.

What I'd do in your shoes

Week 1: Run your site through Surfer and fix your 5–10 highest-value pages.

Week 2: Put your 20–30 most important customer questions into OtterlyAI and establish a baseline.

Every month: Look at questions where competitors get cited but you don't, then create/improve a page that gives a substantially better answer.

That is a much more practical solo-founder workflow than trying to “optimize for LLMs” technically.

If you give me your website URL + what you sell, I can also tell you which of these tools is likely the best fit and what I'd change on the site first.

For a solo founder with no developer, I’d focus on tools that improve content structure, factual clarity, internal linking, and machine readability—the things that help AI assistants understand when your site is a good source. No tool can guarantee ChatGPT/Claude/Gemini citations, but these can make your content easier for AI systems to retrieve and trust.

My shortlist:

For your situation, I’d probably do this:

1. Start with Surfer
   • Pick your 5–10 most important pages.
   • Rewrite them to answer clear user questions.
   • Add definitions, examples, comparisons, pricing details, and original insights.
   • Improve headings so an AI assistant can extract answers easily.

2. Add WordLift if you have important entities

Example: if you sell software, make sure your site clearly states:

• what the product is
• who it is for
• alternatives
• integrations
• pricing model
• company/about information

3. Create “citation-friendly” pages

AI systems tend to prefer pages with:

• specific claims backed by evidence
• clear authorship
• dates/updates
• FAQs
• unique first-party data
• transparent product details

A simple solo-founder stack:

• Website CMS: whatever you already use (WordPress/Webflow/Framer/etc.)
• Optimization: Surfer
• Analytics: Google Search Console + analytics
• Structured data: WordLift or your CMS schema tools
• Content refresh cycle: update your top pages monthly

I would avoid buying an expensive “AI SEO” platform first. Most early wins come from making your existing pages more complete, specific, and trustworthy rather than generating more content.

If your goal is getting cited by ChatGPT, Gemini, Claude, Perplexity, and other AI assistants, the biggest wins usually come from making your content easier to crawl, understand, and trust—not from traditional SEO alone.

For a solo founder without developers, I'd prioritize tools that automate structured data, indexing, and content optimization.

Here's a practical stack, from easiest to more advanced:

If your site isn't on WordPress:

• Wix SEO Setup Checklist
• Webflow SEO Guide
• Squarespace SEO Checklist

These platforms already handle much of the technical work.

What actually increases AI citations

AI assistants tend to prefer pages that are:

• Clearly answer a specific question
• Written with factual, well-organized information
• Updated regularly
• Internally linked
• Fast to load
• Crawlable
• Supported by structured data (Schema.org)
• Referenced by other reputable websites

A good page looks more like:

"How long does X take?"

Short answer

Detailed explanation

FAQs

Sources

Last updated date

than a marketing landing page.

The highest ROI tool

If you only buy one thing, I'd choose:

• WordPress: Rank Math
• Any website: Cloudflare (free plan is often enough)

Together they improve crawlability, metadata, and site performance with very little setup.

If you want AI assistants to discover you specifically

A newer category of tools is focused on LLM optimization (sometimes called GEO, or Generative Engine Optimization). Examples include:

• Profound
• Goodie AI
• Scrunch AI

These products monitor whether AI assistants mention your brand, what sources they cite, and where your content is missing. They can be valuable, but many are aimed at larger companies and may be expensive for a solo founder.

A simple stack for under $50/month

If you're working with a limited budget, I'd recommend:

• Cloudflare (Free)
• Rank Math (Free if you're on WordPress)
• One SEO research tool (Ahrefs Starter or Semrush, depending on your budget)
• Publish one genuinely useful FAQ or guide each week targeting questions your customers actually ask.

That combination often delivers more value than specialized "AI SEO" tools because AI assistants frequently rely on content that is already well-structured, authoritative, and easy to crawl.

If you tell me:

• what platform your website uses (WordPress, Wix, Webflow, Shopify, etc.),
• what your business does, and
• your monthly software budget,

I can recommend the simplest stack that fits your setup.

If you're a solo founder, I'd avoid enterprise AEO (Answer Engine Optimization) platforms. Most of them are overkill unless you have a content team.

Instead, I'd focus on a simple stack that helps AI assistants (ChatGPT, Claude, Perplexity, Gemini) understand and cite your site.

Here's what I'd recommend, in order of value:

For most solo founders, the biggest gains actually come from improving content rather than buying another tool. AI assistants tend to cite pages that have:

• A clear answer in the first paragraph
• Descriptive headings phrased as questions
• Original data, examples, or expertise
• FAQ sections
• Structured data (Schema.org)
• Fast-loading pages
• Consistent facts across your website
• An llms.txt file (an emerging convention that many AEO tools now support) www.builtabot.comwww.contextstudios.ai

My recommended low-cost workflow

1. Run your site through AEO Checker (free).
2. Fix the highest-impact issues it identifies.
3. Add:
   • Organization schema
   • FAQ schema
   • Article schema
   • llms.txt
4. Rewrite your most important pages so they answer one specific customer question each.
5. Every month, ask ChatGPT, Perplexity, and Gemini the questions your customers ask and see whether your site is cited. If not, update the page with clearer, more factual answers.

If you're on WordPress

You can get much of the technical foundation without custom development by using:

• Yoast SEO for schema and SEO.
• Rank Math if you want more advanced schema options.

If I could only spend money on one thing

I'd skip expensive AEO monitoring software initially and instead pay for a good AI-assisted writing tool (or use ChatGPT) to create 20–50 genuinely useful, question-focused articles. High-quality, authoritative content remains the strongest driver of AI citations, while technical AEO improvements help AI systems interpret and attribute that content correctly. www.builtabot.comwww.contextstudios.ai

If you tell me:

• what your startup does,
• what CMS you're using (WordPress, Webflow, Shopify, Framer, etc.), and
• how much monthly traffic you get,

I can suggest the simplest stack that fits your situation without requiring developer support.

If you're a solo founder, the goal isn't "AI SEO" as a separate discipline—it's making your content easy for both search engines and AI assistants to understand, trust, and retrieve. You don't need an enterprise platform to do that.

Here are the tools I'd prioritize, in order of return on time.

If you only use five tools

I'd use:

1. Google Search Console
2. Bing Webmaster Tools
3. Rank Math (or Yoast if you're on WordPress)
4. Ahrefs Webmaster Tools
5. Cloudflare

That covers about 90% of what most AI systems benefit from indirectly.

What actually helps AI assistants cite you

Most assistants don't maintain a special "AI website index." They rely on combinations of web search, structured data, authoritative sources, and retrieved webpages. The biggest wins are:

• Clear page titles
• Descriptive headings (H1/H2)
• One topic per page
• FAQ sections
• Organization schema
• Article schema
• Product schema (if applicable)
• Author information
• Last updated dates
• Fast loading pages
• Public pages (not behind logins)
• Stable URLs
• Original research or unique data

An underrated tool: FAQ generation

AI assistants love pages that answer specific questions.

For example, instead of one long product page, publish pages like:

• "How does X compare to Y?"
• "What is..."
• "Pricing explained"
• "Common mistakes"
• "Frequently asked questions"

These often become the exact passages retrieval systems surface.

If your site is documentation-heavy

Consider documentation platforms like:

• Mintlify
• Docusaurus
• GitBook

Well-structured documentation is particularly easy for AI systems to parse and cite.

If you want one AI-specific optimization tool

There are newer products that monitor AI visibility rather than traditional rankings, including:

• Profound
• Peec AI
• Otterly.AI

These can show whether your brand appears in AI-generated answers and help track changes over time. For a solo founder, I'd treat them as optional until your basic SEO and content foundation is in place.

If you tell me:

• what platform your site uses (WordPress, Webflow, Shopify, Next.js, etc.),
• what your startup does, and
• who you want AI assistants to recommend you to,

I can suggest a lightweight stack and a content strategy that typically takes under an hour a week to maintain.

If you're a solo founder with no developer, I'd focus on tools that automate the technical work and help you create content that AI assistants are actually likely to cite. The biggest gains still come from high-quality, well-structured content and strong topical authority—not from "AI SEO hacks." Features like llms.txt can be worthwhile as a low-cost addition, but they're not a magic ranking signal on their own. developer.chrome.com

Here's what I'd recommend, in order of ease and impact:

1. OptimizeGEO (best all-around)

If you only buy one tool, this would be my pick.

It helps with:

• AI-readiness audits
• JSON-LD/schema recommendations
• AI citation monitoring
• llms.txt generation
• Tracking visibility in ChatGPT, Gemini, Claude, and Perplexity

It automates most of the technical pieces founders normally ignore. www.optimizegeo.aiwww.reddit.com

2. GEO Optimizer (especially WordPress)

If your site runs on WordPress, this is extremely easy.

It automatically adds:

• Organization schema
• Article schema
• FAQ schema
• Breadcrumb schema
• AI crawler rules
• AI-friendly summaries

No coding required. wordpress.org

3. LLM Pulse

This is more of a monitoring platform.

It checks:

• crawlability
• schema
• content structure
• AI visibility
• discoverability

It's useful once you've already optimized the basics. llmpulse.ai

4. Free tools (great for startups)

If you're bootstrapping:

• Geolify
• GEOKit
• SignalorAI

They can generate:

• schema
• llms.txt
• AI sitemaps
• readiness reports

Many don't even require signup. geolify.com

What actually gets AI assistants to cite you

From what we're seeing across ChatGPT, Gemini, Claude, and Perplexity, these matter much more than any single optimization file:

• Pages that answer one question clearly
• Strong H2/H3 structure
• FAQ sections
• Original research or proprietary data
• Statistics with sources
• Consistent organization schema
• Clear author information
• Freshly updated content
• Internal links between related articles

Well-organized, factual pages are easier for AI systems to extract and cite than long marketing copy. www.optimizegeo.aiwww.reddit.com

A practical stack for a solo founder

I'd keep it simple:

• SEO: Ahrefs Webmaster Tools (free) or Google Search Console
• AI optimization: OptimizeGEO
• Content: ChatGPT or Claude for drafting, with human editing
• Schema: Let the optimization tool generate it
• Monitoring: LLM Pulse after you've published several articles

One caution

You'll see many products promising "get cited by ChatGPT" with a single click. Current evidence doesn't support that. For example, llms.txt is an emerging convention and can help some agent workflows, but there's little evidence by itself that it substantially increases citations across major AI assistants. Think of it as a nice-to-have rather than the main strategy. developer.chrome.com

If you tell me:

• what platform your website uses (WordPress, Webflow, Squarespace, Shopify, Framer, etc.), and
• roughly how many pages or blog posts you have,

I can recommend the simplest setup that should take under an hour to implement.