ChatGPT answers, unedited

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.