ChatGPT answers, unedited

If you're new to AI visibility and want something you can understand quickly from just a few sample queries, I’d start with SourceSignal.

• sourcesignal.ai — You enter up to 3 commercial questions, and it checks them across ChatGPT, Gemini, Google AI Overviews, AI Mode, and Claude. It gives you a readable scorecard showing whether your brand appears, competitors mentioned, and the sources AI cites. This is probably the closest match to what you're asking for.
• rankbits.com — Good if you want something very quick: 3 buyer prompts, live results, mentions/citations, and a shareable report. No signup.
• ahrefs.com — Better for a quick brand-level snapshot. It checks ChatGPT, Gemini, Perplexity, Copilot and Google AI surfaces, and reports mentions, topics, cited domains and pages. No signup.
• fogtrail.ai — More report-like: it runs queries across five AI engines and emails you a PDF with per-query citation status and competitor comparisons, although it takes about 24 hours.

What I'd do in your shoes

Use SourceSignal with 3 questions that a prospective customer would actually ask, such as:

1. “What are the best [type of product/service] for [use case]?”
2. “What companies offer [specific solution]?”
3. “[Product category] alternatives for [specific audience]”

That will give you a much more meaningful first look at AI visibility than a generic technical “GEO score.” sourcesignal

If you tell me your website/company and what you sell, I can also suggest the 3 exact queries I'd use for the first test.

If you’re new to AI visibility and want something you can actually read/share as a simple one-page report from a few sample queries, I’d start with SourceSignal.

• sourcesignal.ai — You choose up to 3 commercial questions, and it checks them across ChatGPT, Gemini, Google AI Overviews, Google AI Mode, and Claude. The report shows whether your brand appears, competitors mentioned, and the sources being cited. That makes it particularly useful for learning what “AI visibility” actually means rather than just getting a generic technical score. sourcesignal
• loamly.ai — Better if you want a broader first experiment: it runs 50 buyer prompts across ChatGPT, Claude, Perplexity, and Gemini and gives a visibility report with competitor citations and suggested fixes. Loamly
• ahrefs.com — Very approachable if you're already familiar with SEO. It checks ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews and reports mentions, platforms, topics, and cited domains. Ahrefs
• rixe.ai — Interesting if you care more about reading the actual AI answers than looking at a score. It generates questions based on your category/market and shows the answers, brands mentioned, ordering, and sources. Rixe

For your specific description — “a few sample queries + readable one-page report” — I'd try SourceSignal first. It lets you control the questions, which is useful when you're learning.

If you tell me what kind of business/site you're testing, I can also suggest 3 good sample AI-visibility queries to put into it.

If you’re new to AI visibility and want something you can run on just a few sample queries and actually read, I’d start with SourceSignal.

My pick: SourceSignal

sourcesignal.ai

It lets you enter up to 3 commercial questions and checks them across ChatGPT, Gemini, Google AI Overviews/AI Mode, and Claude. The report gives you:

• An overall visibility score
• Whether your brand appears
• Which competitors appear instead
• Which sources are being cited
• Results across multiple AI engines
• A shareable report/link delivered in roughly 10–30 minutes sourcesignal

That makes it particularly good for learning the basic concept of AI visibility: “When a potential customer asks these questions, does AI mention me, my competitors, or neither?”

Two other good free options

• RankBits — probably the simplest if you want immediate results. It gives you 3 buyer prompts, live answers, visibility scores, mentions/citations, and a shareable report, with no signup. RankBits

rankbits.com

• Algomizer — good if you want something more “report-like.” You enter a query such as “best CRM for small businesses” and it checks ChatGPT, Claude, Gemini, and Perplexity, producing visibility scores, competitor rankings, and an optimization roadmap. Algomizer

audit.algomizer.com

One distinction to watch: tools like IsVisible.ai primarily measure whether AI crawlers can access your website, whereas the tools above are closer to actual AI answer visibility—whether your brand gets mentioned/recommended for a question. isvisible.ai

If your goal is “I need a clean one-page report I can show a client/boss after testing 3–5 questions,” I'd choose RankBits or SourceSignal.

I’d start with SourceSignal. It’s free, lets you enter up to 3 real customer questions, checks multiple AI engines, and produces a readable visibility scorecard showing mentions, competitors, and cited sources. sourcesignal.ai urlSourceSignal free reporthttps://www.sourcesignal.ai/free-report

If you specifically want a PDF/one-page deliverable, GeoLens offers a free downloadable PDF report. geolens.online

If you’re just getting started with AI visibility / GEO (generative engine optimization) and want a simple, readable one-page report from a few sample queries, I’d start with these:

Best quick options

1. rankbits.com — probably the closest match to what you described.

• Lets you test a few buyer-style prompts.
• Shows whether your brand is mentioned, cited, and how competitors appear.
• Produces a shareable report-style output. RankBits
• modelmention.io — good beginner snapshot.

• Focuses on whether ChatGPT/AI search recommends your brand.
• Shows competitor comparisons and missed opportunities. ModelMention
• rixe.ai — more “read the answers” oriented.

• Gives examples of what AI says, who gets mentioned, and what sources are used.
• Useful if you want qualitative insight rather than only a score. Rixe
• isvisible.ai — best if your main question is “can AI crawlers access my site?”

• Produces a simple score and crawler-access report.
• Less about “do I show up for buyer questions?” and more about technical visibility. isvisible.ai

What I’d use as a beginner

For a first experiment:

1. Pick 5–10 realistic questions a customer would ask, for example: - “What are the best [category] tools for a small business?”
2. “Who are the top [service providers] in [location]?”
3. “Compare [your brand] vs [competitor].”
4. Run them through a tool like RankBits or ModelMention.
5. Save the one-page result as your baseline.
6. Repeat monthly and watch: - Are you mentioned?
7. Are you cited as a source?
8. Which competitors appear instead?
9. Which pages are influencing AI answers?

One caveat: free AI visibility tools are still early-stage. Treat the score as a baseline indicator, not a precise SEO ranking metric—the more useful output is usually the actual prompts, answers, competitors, and citations. routeless.io

If you tell me whether you’re checking a personal brand, SaaS product, local business, or ecommerce site, I can suggest the best free tool and the exact sample queries to run.

If you're new to AI visibility/GEO and mainly want a readable one-page snapshot for a handful of sample queries, I’d start with SourceSignal.

• sourcesignal.ai — you provide up to 3 commercial questions, and it checks them across ChatGPT, Gemini, Google AI Overviews/AI Mode, and Claude. The report shows your brand visibility, competitors, cited sources, and even the actual AI answers. It’s free and delivered as a live report/email. sourcesignal
• geobuddy.co — easier if you just want to enter a brand and quickly see whether ChatGPT, Claude, Gemini, and Perplexity recommend it. No signup; results in about a minute. GeoBuddy
• loamly.ai — more comprehensive: 50 buyer prompts across four AI platforms, with competitors and a prioritized action plan. Free and no signup. Loamly

My pick for your use case: SourceSignal. Three carefully chosen queries are actually a nice beginner exercise because you can see the question → AI's answer → whether you're mentioned → who gets cited instead → which sources influenced the answer.

One important distinction: tools like IsVisible are useful for checking whether AI crawlers can access your site, but that's different from measuring whether AI actually mentions/recommends you. isvisible.ai

If you give me your company/website + 3 sample queries, I can also suggest exactly what to measure and how to interpret the resulting one-page report.

If you're brand-new to AI visibility and want a readable, one-page report from just a few sample queries, I'd start with SourceSignal.

• sourcesignal.ai — You can enter up to 3 commercial questions, and it checks them across ChatGPT, Gemini, Google AI Overviews/AI Mode, and Claude. The report includes your visibility, competitors, the actual AI answers, and cited sources. It's explicitly positioned as a one-time free snapshot. sourcesignal
• rankbits.com — Probably the simplest option: 3 buyer prompts, live results, visibility scores, mentions/citations, and a shareable report, with no signup. RankBits
• ahrefs.com — Good if you want a more established SEO tool. It checks your brand across ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews and gives a limited free report. Ahrefs
• fogtrail.ai — Best if you specifically want a PDF. It runs queries across five AI engines and emails you a PDF with per-query citation status and competitor comparisons. It takes about 24 hours. FogTrail

My pick for learning

Use SourceSignal first. Pick 3 questions that a real prospect might ask, rather than questions containing your brand name, e.g.:

1. “What are the best [category] companies for small businesses?”
2. “What should I look for when choosing a [category] provider?”
3. “Which [category] companies are best for [specific use case]?”

That will teach you the core concept of AI visibility: Are you being mentioned, which competitors are being mentioned instead, and what sources are influencing the AI answer? sourcesignal

If you tell me your company/website and industry, I can also suggest the 3 best sample queries to run so your first report is actually meaningful.

If you’re just getting started with AI visibility (AEO/GEO — getting your brand surfaced in ChatGPT, Gemini, Perplexity, etc.), I’d look for a tool that lets you enter a few real customer questions and gives you a simple “where do I show up / who beats me / what sources are cited” report.

Good free options:

My pick for a first experiment:

1. Use SourceSignal if you already know 3 questions customers ask. sourcesignal
2. Use RankBits if you want a fast “do I appear at all?” snapshot. RankBits

For your sample queries, don’t use branded searches like:

• “What is Acme Corp?”
• “Acme Corp reviews”

Use buying-intent questions like:

• “Best [category] tools for a small business”
• “Who are the top [service] providers in [location]?”
• “Alternatives to [competitor]”
• “What should I look for when choosing a [product/service]?”

Those reveal whether AI would actually recommend you during a customer decision.

A useful first mini-audit is only 5–10 queries across:

• Category queries (“best X”)
• Comparison queries (“X vs Y”)
• Problem queries (“how do I solve X?”)
• Local queries (if relevant)

That will give you a much clearer baseline than a single AI score.

If you’re new to AI visibility and mainly want a simple, readable report for a handful of sample buyer queries, I’d start with SourceSignal.

• sourcesignal.ai — You choose up to 3 commercial questions, and it checks them across ChatGPT, Gemini, Google AI Overviews/AI Mode, and Claude. It gives you a scorecard, competitor mentions, the actual AI answers, and cited sources. It’s free and delivered as an email + live report, usually in 10–30 minutes. sourcesignal
• datareport.ai — Probably the simplest quick demo: one category prompt across five AI engines, with an easy engine-by-engine view of whether you're mentioned. No signup. DataReport
• loamly.ai — Better if you want a slightly richer report: it runs 50 industry-specific buyer prompts across ChatGPT, Claude, Perplexity, and Gemini and gives a score, competitor gaps, and suggested fixes. Loamly
• ahrefs.com — Very polished and reputable, but it's more of a brand-level snapshot than a custom handful of prompts. It covers ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews. Ahrefs

My pick for your use case

SourceSignal → 3 questions → one-page-ish scorecard.

For example, if you sell accounting software, test:

1. “What are the best accounting software options for small businesses?”
2. “What accounting software is easiest for a small business owner?”
3. “What are the best QuickBooks alternatives?”

That's more useful for learning AI visibility than simply asking whether your brand name appears.

If you tell me what your company/product is, I can also suggest the 3–5 best sample queries to run so the resulting report actually tells you something useful.

Yes. If you’re new to AI visibility and want something readable rather than a giant SEO dashboard, I’d start with one of these:

• sourcesignal.ai — probably the closest match to what you described. You enter up to 3 commercial questions, and it checks them across ChatGPT, Gemini, Google AI Overviews/AI Mode, and Claude. It gives you a scorecard showing mentions, competitors, and cited sources. sourcesignal
• rankscope.ai — very beginner-friendly: 5 prompts × 4 AI engines, with competitor mentions and top cited domains. No account required. RankScope
• loamly.ai — more comprehensive: it runs 50 buyer-oriented prompts across ChatGPT, Claude, Perplexity, and Gemini and produces a visibility score, competitor gap map, and platform breakdown. Loamly
• edenrank.com — useful if you want to actually see the answers and citations behind the score. It checks 8 AI surfaces and produces a shareable scorecard. EdenRank

My pick for you

Start with SourceSignal. If your goal is literally “I have a few sample questions; show me a simple one-page-ish report I can understand”, its up-to-3-question format is a particularly good fit. sourcesignal

For example, instead of asking:

“Is my website optimized for AI?”

use actual buyer questions such as:

• “What are the best accounting firms for small businesses?”
• “What accounting software is best for a 20-person company?”
• “Who are the top alternatives to QuickBooks?”

Then look at whether your brand appears, which competitors appear instead, and what sources the AI cites. That's much more useful for learning AI visibility than a generic technical website audit.

If you tell me what business/site you want to test, I can also give you 5–10 good starter queries designed specifically to measure its AI visibility.

If you’re new to AI visibility and mainly want something you can show someone as a simple, readable one-page report from a handful of sample queries, I’d start with these:

• SourceSignal free report — probably the closest match. You enter up to 3 commercial questions, and it checks them repeatedly across ChatGPT, Gemini, Google AI Overviews/AI Mode, and Claude. You get a scorecard showing mentions, competitors, answers, and cited sources. sourcesignal
• RankBits — very simple 3 buyer prompts × 3 engines, with a shareable report and visibility/citation breakdown. No signup for the initial scan. RankBits
• Ahrefs AI Visibility Checker — polished and easy to understand, with mentions by platform, topics, cited domains/pages, etc. The free version is more of a brand snapshot than a custom-query report. Ahrefs
• BotScope — runs 15 search-backed prompts across ChatGPT and Google AI Overviews and provides a shareable report + downloadable PDF. It requires an email. BotScope

My pick for your use case

Try SourceSignal first. The fact that you can supply your own three questions makes it particularly useful if you're testing something like:

“What are the best accounting firms for small businesses?”
“Who offers the best bookkeeping software for startups?”
“What should a small business look for in an accountant?”

You get a much more meaningful demonstration of “Are we visible when a potential customer asks AI a buying question?” rather than just a generic website audit.

If by “one-page report” you mean a genuinely client-ready PDF/URL that looks good enough to send to a prospect, I’d lean BotScope or RankBits. BotScope RankBits

If you’re new to AI visibility and mainly want a simple, readable one-page report from a handful of sample queries, I’d start with SourceSignal.

My picks

• 🥇 SourceSignal — Best fit for your exact use case. You can enter up to 3 commercial questions, and it checks them across ChatGPT, Gemini, Google AI Overviews/AI Mode, and Claude. The free scorecard includes your visibility score, competitors, the actual AI answers, and cited sources. It’s delivered by email with a live report, typically in 10–30 minutes. sourcesignal

sourcesignal.ai

• 🥈 Rank.ai — Better if you want something instant and very lightweight. Enter one prompt and your domain; it compares ChatGPT, Claude, and Gemini side-by-side for brand mentions/citations. Free and no registration. Rank.ai

rank.ai

• 🥉 Loamly — Good if you want a more polished beginner-style report. It runs 50 industry-specific buyer prompts across ChatGPT, Claude, Perplexity, and Gemini and gives you a visibility score, competitor gap map, platform breakdown, and suggested fixes. It's free with no signup. Loamly

loamly.ai

For learning the basics, I'd use SourceSignal first. Three carefully chosen queries are actually useful for understanding the mechanics: Are we mentioned? Who gets mentioned instead? What sources is the AI relying on? That's much more instructive than a giant generic "AI readiness" audit.

If you tell me what kind of company/site you're testing, I can also give you 3 good sample AI-visibility queries to plug into it.

If you’re brand new to AI visibility and mainly want a simple, readable one-page report from a handful of sample queries, I’d start with RankBits or RankSurf.

• rankbits.com — probably the easiest starting point. It runs 3 buyer prompts across ChatGPT, Google Search, and Google AI Overviews, then gives you a shareable report with mentions, citations, competitors, and a visibility score. No signup required. RankBits
• ranksurf.com — better if you want to see the actual query-by-query results. It runs 10 buying-intent queries in ChatGPT, with a per-prompt breakdown and suggested fixes. Free/no signup. RankSurf
• rank.ai — nice for learning the concept because it runs the same prompt through ChatGPT, Claude, and Gemini and puts the results side-by-side, including mentions and citations. Rank.ai
• searcheye.io — worth trying if you want something more like a mini presentation/report. It covers ChatGPT, Google AI, and Perplexity and shows your brand against competitors. SearchEye

My pick for you

Start with RankBits if your goal is “I want to run a few realistic questions and understand what AI visibility actually looks like.”

Then run the same 3–5 questions manually through ChatGPT, Perplexity, and Gemini. Pay attention to three things:

1. Are you mentioned?
2. Are you cited as a source?
3. Which competitors are mentioned instead?

That will teach you more about AI visibility than a complicated dashboard will.

If you tell me what business/site you’re evaluating, I can also give you 5 good sample AI-visibility queries to run and a simple one-page scorecard to fill in.

If you’re new to AI visibility and want something you can understand at a glance, I’d start with SourceSignal.

My pick: SourceSignal

sourcesignal.ai

It’s particularly well suited to your use case because you can enter up to 3 commercial questions and get a concise scorecard showing:

• Whether your brand appears
• Which competitors AI recommends instead
• Which sources AI is citing
• The actual AI answers, so you can read what was said
• Results across ChatGPT, Gemini, Google AI Overviews/AI Mode, and Claude SourceSignal

That makes it much more useful for learning than a generic "your website gets 72/100" audit.

Two other good free options

• ahrefs.com — very beginner-friendly. It gives you mentions by AI platform, topics, cited domains/pages, and a visibility score. Ahrefs
• rank.ai — simpler if you literally want to type one prompt and see how ChatGPT, Claude, and Gemini respond side-by-side. Rank.ai

For your specific goal — "a readable one-page report for a few sample queries" — I'd try SourceSignal first. It lets you choose the questions rather than having the tool invent a generic audit.

If you tell me what kind of business/site you're testing, I can also give you 3 good sample AI-visibility queries to plug into it.

If you’re just starting with AI visibility / GEO (generative engine optimization) and want a readable one-page report from a handful of test queries, I’d start with one of these:

For a beginner workflow, I’d do this:

1. Pick 3 real buyer questions, not your brand name: - “Best accounting software for small businesses”
2. “Best dentist in Seattle for Invisalign”
3. “Alternatives to [competitor]”
4. Run them through SourceSignal first because it’s designed around custom questions. sourcesignal
5. Save the report and track: - Were you mentioned?
6. Were you recommended?
7. Which competitors appeared?
8. Which websites did AI cite?
9. Repeat monthly with the same prompts.

One thing to watch for: some “AI visibility” tools only check whether AI crawlers can access your website (robots.txt, llms.txt, etc.). Those are useful technical checks, but they don’t answer the more important beginner question: “Does AI recommend me when a customer asks?” isvisible.ai beellm.ai

If you tell me whether you’re checking your own company, a client’s site, or just learning, I can suggest the simplest setup.

Yes. If you're new to AI visibility and mainly want something you can read quickly and share, I’d start with SourceSignal.

• sourcesignal.ai — probably the closest match to what you described. You enter up to 3 commercial questions, and it checks them across ChatGPT, Gemini, Google AI Overviews/AI Mode, and Claude. The report shows your brand mentions, competitors, the actual AI answers, and cited sources. It’s a one-time free snapshot. sourcesignal
• rankscope.ai — simpler if you just want a quick baseline: 5 prompts × 4 AI engines, with a per-engine breakdown, competitors, and cited domains. RankScope
• botscope.ai — good if you specifically want a shareable report + downloadable PDF. It runs 15 prompts across ChatGPT and Google AI Overviews and emails the results. BotScope

My pick for a beginner: SourceSignal. It emphasizes the actual questions and answers rather than giving you a mysterious visibility score, which makes it much easier to understand what AI visibility actually means.

For your first test, I'd use 3 queries like:

1. “What are the best [category] companies for [use case]?”
2. “What are alternatives to [competitor] for [use case]?”
3. “What should a [type of customer] look for when choosing a [category]?”

Those are much more informative than simply asking whether AI knows your brand.

If you’re brand-new to AI visibility and want something readable rather than a giant dashboard, I’d start with SourceSignal.

• sourcesignal.ai — You can enter up to 3 commercial questions, and it checks them across ChatGPT, Gemini, Google AI Overviews, AI Mode, and Claude. It gives you a scorecard showing mentions, competitors, and cited sources, delivered as an email + live link. sourcesignal
• rankbits.com — Best if you want something instant and visual. Its free scan uses 3 buyer prompts and shows mentions, citations, competitors, and sources in a shareable report. RankBits
• botscope.ai — Good if you specifically want a PDF-style deliverable. It runs 15 prompts across ChatGPT and Google AI Overviews and provides a shareable report plus downloadable PDF. BotScope
• fogtrail.ai — Another good choice if you want a report sent to you. It checks ChatGPT, Perplexity, Claude, Gemini, and Grok and reports whether you're cited, mentioned, or invisible for each query. FogTrail

My pick for you

Start with SourceSignal if your goal is: “I have 3–5 sample customer questions and want a simple report I can actually read and understand.”

For example, test questions like:

1. “What are the best [type of company] for [customer need]?”
2. “Who are the top [category] providers in [location]?”
3. “What should I look for when choosing a [product/service]?”

The important thing as a beginner is to look beyond the headline AI visibility score. You want to see whether you're mentioned, which competitors appear instead, and—especially—which websites AI is citing. That's the information you can actually act on. sourcesignal RankBits

If you tell me your website/industry and 3–5 sample queries, I can also suggest exactly what to test and how to interpret the resulting one-page report.

If you’re new to AI visibility and want something you can understand at a glance, I’d start with ranksurf.com.

• 10 real buying-intent queries
• Checks ChatGPT with live web search
• Shows a simple visibility score
• Breaks results down query by query
• Shows mentions, citations, competitors, and position
• Free, no signup, with results in about a minute RankSurf

Two other good options

• rankbits.com — probably the best if you specifically want a shareable, lightweight report. It tests 3 buyer prompts across ChatGPT, Google Search, and Google AI Overview and gives you a public report. RankBits
• ahrefs.com — better if you want a slightly more polished overview across ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews, including top topics and cited domains/pages. ahrefs.com

My pick for your use case: RankSurf if you want to learn the basics; RankBits if the priority is a one-page/shareable report for a few sample queries.

If you tell me your website/category, I can also suggest the 5–10 exact queries I’d use for a first AI-visibility test.

If you’re new to AI visibility and mainly want something you can read quickly for a handful of sample queries, I’d start with SourceSignal.

Best fit: SourceSignal

sourcesignal.ai

You can enter up to 3 commercial questions, and it checks them across ChatGPT, Gemini, Google AI Overviews/AI Mode, and Claude. The report gives you:

• A simple 0–100 visibility score
• Which competitors AI mentions instead
• The actual AI answers behind the score
• The sources those AI systems cite
• A short list of the biggest opportunities

It says the free scorecard is typically ready in 10–30 minutes, delivered by email plus a live link. sourcesignal

Two other good beginner options

• PageLens — probably the easiest if you want something very visual. It runs 10 buyer prompts across ChatGPT, Claude, Gemini, and Perplexity and produces a report with a score, competitors, citations, and recommended fixes. PageLens

app.pagelens.ai

• EdenRank — better if you literally want to type one specific prompt and see how your brand performs across 8 AI engines. It gives the full answers, citations, and a shareable scorecard. EdenRank

edenrank.com

My pick for your use case: SourceSignal if you already have 2–3 questions you want to test; PageLens if you want the most immediately readable beginner-style report.

If you give me your website + 3 sample queries, I can also suggest exactly which queries to use so the report tells you something useful rather than just giving you a vanity AI-visibility score.

If you’re new to AI visibility (GEO/AI search visibility), I’d start with a tool that shows actual prompt results rather than just a technical website audit. For “a few sample queries” and a readable one-page style report, these are good free options:

For a first experiment, I’d do this:

1. Pick 5–10 real customer questions, not keywords:

• “Best [category] for small businesses”
• “Alternatives to [competitor]”
• “Who are the top [service providers] in [location]?”
• “What should I look for when buying [product]?”
• Run those through a prompt-based tool (I’d try Rank.ai or Algomizer first). Rank.ai Algomizer Audit
• Look for:

• Did the AI mention your brand?
• Which competitors appeared?
• What sources did it cite?
• Was the description of your company accurate?

A note: many free tools use a small sample of prompts, so treat the report as a baseline snapshot, not a definitive “AI ranking.” A good report should show the actual questions tested and the answers/citations behind the score. 100 Questions

If you tell me your industry + website (or just the type of business), I can suggest the exact 5–10 sample queries to test.

If you’re just getting started with AI visibility (GEO / AI search visibility) and want a readable one-page report from a handful of sample queries, I’d start with these:

For your specific goal — “a readable one-page report for a few sample queries” — I’d try them in this order:

1. Rank.ai → easiest first look at “does AI mention me?” Rank.ai
2. Algomizer → useful if you want to paste your own customer questions and see who appears. Algomizer Audit
3. BotScope → if you want something closer to a client-facing snapshot. BotScope

A good starter test set is 5–10 queries like:

• “Best [category] companies for [use case]”
• “Who are the top alternatives to [competitor]?”
• “What is the best [product/service] in [location]?”
• “Compare [your brand] vs [competitor]”
• “Who should I hire for [problem you solve]?”

One caveat: free tools vary a lot. Some measure brand mentions, some measure citations, and some measure technical AI crawlability — they are related but not the same thing. isvisible.ai Rank.ai

If you tell me your industry and whether you care about ChatGPT, Perplexity, Gemini, or AI Overviews, I can suggest the best one and a small query set to run.

If you’re just getting started with AI visibility / GEO (Generative Engine Optimization) and want a readable one-page report from a few sample queries, I’d start with these:

For a beginner, I’d use this workflow:

1. Pick 5–10 realistic prompts your customers might type, such as:

• “best [category] for small businesses”
• “[your product] alternatives”
• “who are the top [service] providers in [location]”
• “compare [your brand] vs [competitor]”
• Run them through one of the report tools above.
• Look for three things:

• Are you mentioned?
• Are competitors mentioned instead?
• What sources does AI rely on? (reviews, directories, articles, your own site, etc.)

If you only want one free, readable starting point: I’d try PageLens for a quick visual report, then use Routeless if you want to inspect the actual answers behind the score. PageLens Routeless

A note: many “free AI visibility” tools are really lead magnets with limited runs or email capture, so treat the score as a directional snapshot rather than a definitive ranking.

If you’re new to AI visibility and mainly want something you can understand at a glance, I’d start with Routeless Radar. It’s designed around actual buyer-style questions and gives you a readable report showing:

• whether AI recommends your brand
• which competitors appear instead
• results across ChatGPT, Gemini, and Perplexity
• the actual answers and sources behind the findings

Their free report is described as taking about three minutes and includes the individual questions, answers, and cited sources. Routeless

routeless.io

Two other good free options

• Spotlit — particularly good if you only want a small sample of queries. It says the free check runs 5 real ChatGPT queries and shows the exact responses, competitors, sources, and a simple visibility score. SwiftAppLab
• SearchEye — better if you want a more polished competitive one-page-style overview, with visibility by engine, competitors, and the sources behind answers. Its free report covers ChatGPT, Google AI, and Perplexity. SearchEye

swiftapplab.com · searcheye.io

One caveat: don't put too much weight on the numerical "visibility score." For a beginner, the most useful things are “Was I mentioned?”, “Who was mentioned instead?”, and “What sources did the AI use?” The underlying prompt-level evidence is much more actionable than a single score.

If you tell me what kind of business/site you're checking, I can also give you 5–10 sample queries that would make a useful first AI-visibility test.

If you’re new to AI visibility and want something you can understand at a glance, I’d start with Loamly.

• Loamly AI Visibility Checker — free, no signup, and it runs 50 buyer-style prompts across ChatGPT, Claude, Perplexity, and Gemini. It gives you a visibility score, competitor gaps, platform-by-platform results, and an example report. This is probably the closest match to “give me a readable report from a few sample queries.” www.loamly.ai
• Ahrefs AI Visibility Checker — also free/no signup. It checks your brand across ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews and shows mentions, topics, and cited pages. Good if you want a more established SEO-tool perspective. ahrefs.com
• Algomizer AI Visibility Audit — particularly good if you specifically want to enter your own sample queries. It runs the query across ChatGPT, Claude, Gemini, and Perplexity and produces a consolidated audit with competitor rankings and recommendations. audit.algomizer.com
• Massive AI Visibility Checker — lets you enter a brand + keyword and see live results across up to five AI/search engines; you can save/share the result. www.joinmassive.com

My pick for your use case: Loamly if you want the easiest beginner-friendly report; Algomizer if you already have 3–5 specific queries you want to test.

One distinction that's worth knowing: tools like isvisible.ai primarily test whether AI crawlers can access your website, whereas the tools above test whether AI actually mentions/recommends your brand in answers. For “AI visibility” as a marketing concept, the latter is usually what you want to see first. isvisible.ai

If you tell me what kind of business/site you're testing, I can also give you 5 good sample AI queries to plug into one of these so your first report is meaningful.

If you’re new to AI visibility and want something you can understand at a glance, I’d start with audit.algomizer.com. It lets you enter an actual query, checks it across ChatGPT, Claude, Gemini, and Perplexity, and produces a report with visibility, competitor rankings, and recommendations. It’s free, requires no signup, and is designed for individual queries rather than just a technical website audit. Algomizer

A few other good options:

• edenrank.com — particularly nice for beginners because it returns the actual AI answers and citations, plus a simple 0–100 score. Free, no signup, and you can test a prompt. EdenRank
• loamly.ai — runs 50 industry-specific buyer prompts across ChatGPT, Claude, Perplexity, and Gemini and gives you a score, competitor gaps, and recommended fixes. Loamly
• searcheye.io — more polished if you want something report-like to share; it shows visibility by engine, competitor share, and the sources behind answers. SearchEye

For your specific use case — “a few sample queries + readable one-page report” — I'd try Algomizer or EdenRank first. They get you closest to seeing “I asked these questions, here's what the AIs said, and here's where my brand showed up.”

One caveat: tools that merely check robots.txt/llms.txt (like IsVisible) measure AI crawlability, not whether AI assistants actually recommend you. That's useful, but it's a different thing from AI visibility. isvisible.ai

If you’re just getting started, I’d try Algomizer’s free AI Visibility Audit first. It’s unusually close to what you’re describing: you enter a specific query (e.g. “best CRM for small businesses”), and it checks ChatGPT, Claude, Gemini, and Perplexity, then gives you a consolidated report with visibility, competitors, and an optimization roadmap. No signup is required. audit.algomizer.com

A few other good beginner options:

• Loamly — probably the easiest to read. It generates 50 buyer-style prompts and gives you a score, competitor gap map, platform breakdown, and concrete next steps. www.loamly.ai
• SearchEye — good if you want a clean, shareable report showing your brand vs. competitors across ChatGPT, Gemini, and Perplexity. Free and no account required. searcheye.io
• Routeless — particularly useful if you want to see the actual questions, AI answers, and citations, rather than just a score. audit.algomizer.comwww.loamly.aiwww.routeless.io
• FogTrail — best if a PDF report is important; it checks five AI engines and emails a report with per-query citation status and competitor comparisons. fogtrail.ai

My pick for your use case: start with Algomizer if you already have 3–10 sample queries you want to test. Start with Loamly if you don't know which queries to use yet.

One important distinction: tools like isvisible.ai are more about whether AI crawlers can access your website (robots.txt, llms.txt, etc.), rather than whether AI actually recommends you for buyer questions. That's useful later, but probably not what you're asking for. isvisible.ai

If you give me 3–5 sample queries + your website/company, I can also tell you which of these tools is the best fit and what a good one-page AI visibility report should contain.

If you’re new to AI visibility and want something you can understand at a glance, I’d start with Algomizer’s free AI Visibility Audit. It lets you enter a specific sample query and checks it across ChatGPT, Claude, Gemini, and Perplexity, then gives you a single report with visibility, competitor rankings, and recommendations. No signup or credit card is required. audit.algomizer.com

A few good alternatives:

• PageLens AI Visibility Audit — probably the most readable report-style presentation. It shows a visibility score, what each AI says, where you appear, and which competitors are getting citations. It runs 10 buyer prompts across four models. pagelens.ai
• AnswerPeek — very beginner-friendly: it generates buyer-style questions, runs them through ChatGPT and Perplexity, and gives you a 0–100 score plus the actual answers. www.answerpeek.com
• FogTrail — best if you specifically want a PDF you can hand to someone. Its free scan covers five AI engines and emails a PDF showing per-query citations and competitor visibility. It takes about 24 hours. audit.algomizer.compagelens.aifogtrail.ai

For your use case, I'd pick PageLens or Algomizer. If you tell me the industry/business type and give me 3–5 sample queries you're thinking of, I can also tell you exactly what to measure in the report so you don't get distracted by the jargon.

If you're new to AI visibility and want something you can run on a few sample queries and turn into a readable one-page report, I’d start with Algomizer.

• Best fit: Algomizer AI Visibility Audit — free, no signup, and you enter an actual query. It checks ChatGPT, Claude, Gemini, and Perplexity and produces a single audit with visibility scores, competitor rankings, and an optimization roadmap. audit.algomizer.com
• Best for a polished brand snapshot: Ahrefs AI Visibility Checker — free/no signup and gives mentions, platforms, topics, competitors and cited domains. It's more of a brand-level snapshot than a custom multi-query report. ahrefs.com
• Best if you specifically need a PDF: FogTrail Free AI Visibility Scan — runs queries across five AI engines and emails you a PDF report showing, per query, whether you're cited, mentioned, or invisible. The tradeoff is that it takes about 24 hours. fogtrail.ai
• Good beginner scorecard: OtterlyAI AI Visibility Scorecard — tests 10 non-branded prompts across ChatGPT and Google AI Overviews and gives you a 0–100 score, letter grade, and prioritized recommendations. geo.otterly.ai

My pick for your use case: start with Algomizer if you want to understand “What happens when I ask AI these 3–5 questions?” rather than just getting a technical website audit.

If you're doing this for a client pitch, I'd actually run 5 carefully chosen prompts and consolidate the outputs into a simple one-page “AI Visibility Snapshot”: visibility %, position, competitors mentioned, citations, and 3 recommendations.

If you're just getting started and want something you can actually read rather than a giant SEO dashboard, I'd start with Algomizer AI Visibility Audit.

• Free, no signup
• You enter an actual query, e.g. “best CRM for small businesses”
• It checks ChatGPT, Claude, Gemini, and Perplexity
• Gives you a single report with visibility, competitor rankings, and what to improve. audit.algomizer.com
• Good fit if you specifically want to test a few sample queries rather than just audit your website.

Two other good beginner options

Ahrefs Free AI Visibility Checker — probably the easiest starting point if you want a polished, understandable snapshot. It checks ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews and AI Mode, and shows mentions, topics, and cited sources. No signup. ahrefs.com

Loamly AI Visibility Checker — particularly nice if you want a more report-like output. It runs 50 buyer prompts across ChatGPT, Claude, Perplexity and Gemini and gives you a score, competitor gap map, platform breakdown, and suggested fixes. www.loamly.ai

My pick: start with Algomizer if you already have 3–5 queries you care about; start with Ahrefs if you want the simplest first-look report.

If you give me your website/brand + 3 sample queries, I can also suggest exactly what to test and what numbers in the report are actually worth paying attention to.

Yes. If you’re new to AI visibility and want something you can actually read/share rather than a giant SEO dashboard, I’d start with these:

1. Algomizer AI Visibility Audit — best fit for your exact use case.

You enter a search query, and it checks ChatGPT, Claude, Gemini, and Perplexity, then gives you a single audit with visibility scores, competitor rankings, and recommendations. It says it’s free, no signup, and takes under a minute. audit.algomizer.com

2. Ahrefs Free AI Visibility Checker — best if you want a polished, beginner-friendly brand snapshot.

It checks ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews and AI Mode, showing mentions, topics, and cited domains. The free version is a one-time snapshot with limited results. ahrefs.com

3. Loamly AI Visibility Checker — best if you want a more substantial report.

It runs 50 buyer-style prompts across ChatGPT, Claude, Perplexity, and Gemini and gives you a visibility score, competitor gaps, platform breakdown, and recommendations. No signup is required. www.loamly.ai

4. ModelMention AI Visibility Audit — another simple option.

It specifically focuses on where your brand appears, which competitors outrank you, and opportunities to improve; the free audit requires no signup. modelmention.io

What I'd use first

For a few sample queries, I'd pick Algomizer. You can give it questions like:

• “What are the best [category] companies for small businesses?”
• “Best [product/service] in [city]”
• “[Problem] — what are the best solutions?”
• “Compare [your brand] vs [competitor]”

That gets you closer to the actual “Would AI recommend my company when a prospect asks this?” question, rather than merely checking whether your website is crawlable.

If by “one-page report” you mean something client-ready that you could export/send as a PDF after testing 5–10 specific prompts, I can narrow this down to the best 2–3 free tools specifically for that workflow.

If you’re just getting started with AI visibility and want something readable rather than a giant SEO dashboard, I’d start with Ahrefs’ free AI Visibility Checker.

Ahrefs Free AI Visibility Checker

It gives you a compact snapshot covering ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews, including:

• total AI mentions
• mentions by platform
• top topics/prompts
• top cited domains
• top cited pages

It’s free, requires no signup, and the output is specifically designed as a limited one-page-ish snapshot. ahrefs.com

If you specifically want to test your own sample queries

I'd actually try Algomizer too:

Algomizer AI Visibility Audit

You enter an actual query such as “best CRM for small businesses”, and it checks ChatGPT, Claude, Gemini, and Perplexity, giving you visibility scores, competitor rankings, and an optimization summary. It says the audit is free, no signup, and takes under a minute. audit.algomizer.com

My beginner recommendation: use Algomizer for 3–5 specific queries you care about, then use Ahrefs for the broader brand-level snapshot. That gives you a much better feel for what “AI visibility” actually means before paying for a monitoring platform.

If you’re new to AI visibility and specifically want something free, readable, and report-like for a handful of sample queries, I’d start with Algomizer.

Algomizer free AI visibility audit — You enter a customer-style query, and it checks ChatGPT, Claude, Gemini, and Perplexity in real time. It gives you visibility scores, competitor rankings, mentions, and recommendations. It says it’s free, requires no signup, and produces the report in under a minute. audit.algomizer.com

A few other good options

• Ahrefs AI Visibility Checker — probably the easiest starting point for a beginner. No signup; gives you mentions by AI platform, top topics, cited domains/pages, etc. ahrefs.com
• RankSurf AI Visibility Scan — particularly relevant if you want per-query results. Its free scan runs 10 industry-relevant buying queries against ChatGPT and shows mentions, citations, and fixes. ranksurf.com
• ModelMention free audit — another simple no-signup report covering ChatGPT, Gemini, and Perplexity. modelmention.io

One caveat: tools differ in what they mean by "visibility." Some measure whether your brand is mentioned, while others focus on whether your website gets cited. For learning the basics, I'd favor a tool that shows the actual queries + AI answers + competitors/citations, rather than just handing you a score.

If your goal is “give me 5–10 queries and produce a clean one-page PDF I can show someone”, I can narrow this down to the 2–3 best free options specifically for that use case.

If you’re new to AI visibility and want something you can understand at a glance, I’d start with Ahrefs’ free AI Visibility Checker.

It’s particularly beginner-friendly because it:

• Checks ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews, and AI Mode.
• Gives you a simple visibility snapshot rather than making you interpret raw data.
• Shows which prompts/topics mention your brand, competitors that appear, and which sites get cited.
• Requires no signup for the free check. ahrefs.com

If you specifically want a one-page report

I'd also try Algomizer’s free AI Visibility Audit. You enter an actual query such as “best CRM for small businesses”, and it compares your brand across ChatGPT, Claude, Gemini, and Perplexity. It says the audit is free, requires no signup, and produces a consolidated report. audit.algomizer.com

Another good option is Loamly’s free AI Visibility Check. It runs 50 buyer-oriented prompts across four AI platforms and presents a visibility score, competitor gaps, platform breakdown, and recommended fixes. www.loamly.ai

My pick for a beginner:
Ahrefs → easiest first look.
Algomizer → better if you want to experiment with your own sample queries.
Loamly → better if you want a more structured “here's what to fix” report.

If you tell me what kind of business/site you're testing, I can also suggest 5–10 good sample AI queries to run so your first report is actually meaningful.

If you're just getting started, I’d try Algomizer first. It’s unusually close to what you described: you enter an actual query, and it checks ChatGPT, Claude, Gemini, and Perplexity, then produces a single visibility audit with mentions, competitor rankings, and recommendations. It says the audit is free, requires no signup, and takes under a minute. audit.algomizer.com

Try Algomizer's free AI visibility audit

A few other good free options

• ModelMention — probably the simplest beginner-friendly option. Enter your site and get a report showing how often AI recommends you, which competitors appear instead, and opportunities to improve. No signup. modelmention.io

ModelMention free AI visibility audit

• Ahrefs AI Visibility Checker — useful if you want something from an established SEO platform. It checks your brand across ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews, including mentions and cited domains. The free version is more of a limited preview. ahrefs.com

Ahrefs AI Visibility Checker

• Routeless — worth trying if you specifically want a report with the actual questions, AI answers, and cited sources rather than just a score. Their current free report is positioned as a roughly three-minute analysis. www.routeless.io

Routeless free AI visibility report

One important beginner tip: don't put too much weight on a single visibility score. AI answers vary between runs, so for a meaningful sample you want several realistic queries and ideally repeated checks over time. Recent research specifically cautions against treating one-off AI visibility measurements as stable rankings. arxiv.org

If your goal is “give me a clean one-page PDF I can show a client/boss after testing ~5–10 queries,” I'd narrow the list differently.

If you're new to AI visibility and mainly want something you can understand at a glance, I’d start with Loamly.

Loamly free AI Visibility Checker

Best beginner options

1. Loamly — best fit for your use case

• Free, no signup
• Runs 50 buyer-style prompts
• Checks ChatGPT, Claude, Perplexity, and Gemini
• Gives you a visibility score, competitor gap, platform breakdown, and suggested fixes
• They specifically show an example report, so you can see what you're getting before using it. www.loamly.ai

2. Ahrefs AI Visibility Checker — simplest
Ahrefs AI Visibility Checker

No signup required. It checks your brand across ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews and gives you mentions, platforms, topics, and cited domains. ahrefs.com

3. Discoverable — good if you want a quick snapshot
Discoverable AI Visibility Checker

It gives a free score, whether AI names you, competitors ahead of you, and your citation gap. The fuller report contains the actual prompts and answers. bediscoverable.ai

What I'd do

For a first experiment, don't overcomplicate it. Put your company/site into Loamly and look at the report for 5–10 minutes.

The useful questions are:

Does AI mention me?
Who does it recommend instead?
What sources does it trust when making those recommendations?
What questions am I currently invisible for?

One caveat: don't treat a single AI-visibility score as gospel. AI answers can vary substantially between runs, so visibility is better understood as a pattern over multiple queries rather than one definitive ranking. arxiv.org

If you tell me what kind of business/site you're testing, I can also give you 5–10 sample AI-visibility queries that would make a good one-page starter report.

If you’re brand-new to AI visibility and mainly want a readable, one-page report from a handful of sample queries, I’d start with Routeless. Its free report is designed to show the actual questions asked, AI answers, competitors, and cited sources—not just a mysterious visibility score. www.routeless.io

Routeless free AI visibility report

A few good free options

My pick for you: use Routeless first. If you're learning the basics, seeing what the AI actually answered and which sources it cited is much more useful than starting with an abstract 0–100 score.

One caveat: AI visibility is inherently noisy—identical queries can produce different answers at different times—so treat a tiny sample as a baseline, not a definitive score. arxiv.org

If you tell me your business/site and 3–5 sample queries, I can also suggest exactly what to test and what to look for in the report.

If you’re just getting started and want something free, simple, and readable rather than a giant SEO dashboard, I’d start with Loamly’s free AI Visibility Check.

Why it fits:

• Free, no signup
• Tests 50 buyer-style prompts
• Checks ChatGPT, Claude, Perplexity, and Gemini
• Gives you a single AI Visibility Score
• Shows which competitors get cited instead
• Includes platform-by-platform results and suggested fixes
• The example report is presented as a fairly digestible summary rather than a huge analytics dashboard. www.loamly.ai

Another good option

Ahrefs Free AI Visibility Checker is probably the easiest if you want to type in a brand name and quickly see what AI search says about it. It checks ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews, and reports mentions, topics, and cited domains/pages. ahrefs.com

One caveat: these tools generally generate their own sample prompts rather than letting you arbitrarily run just 3–5 queries. If what you specifically want is:

“Here are five exact questions my customers ask → run them → give me a clean one-page report showing whether we're mentioned, who beats us, and what sources AI cites”

that's a slightly different requirement. I can find you the best free tool specifically for that workflow.

If you’re just starting with AI visibility (GEO/AEO) and want a free, readable one-page report from a few sample queries, I’d start with these:

1. urlAlgomizer AI Visibility Auditturn0search5 — probably the closest match to “enter a few queries → get a quick report.” It’s designed around checking how brands appear across ChatGPT, Claude, Gemini, and Perplexity, with visibility scores and competitor-style comparisons. audit.algomizer.com

2. urlGrowthOS AI Visibility Reportturn0search4 — good if you want a more marketing-friendly snapshot. It focuses on how AI assistants describe a brand, competitor context, and suggested priorities. www.usegrowthos.com

3. urlRouteless AI Visibility Reportturn0search2 — aimed at showing what AI answers say about a business, including the queries tested and evidence behind the results. www.routeless.io

4. urlIsVisible.ai AI Visibility Auditturn0search0 — simpler and more technical: useful for checking whether AI crawlers can access your site (robots.txt, llms.txt, crawler access), though it’s less about “what answers do models give for my queries?” isvisible.ai

For a first experiment, I’d do this:

• Pick 5–10 buyer questions, not brand-name searches. Example:
  • “best accounting software for small businesses”
  • “top agencies for Shopify SEO”
  • “alternatives to [competitor]”
  • “how do companies solve [problem]”
• Run them through one of the query-based tools above.
• Save the report as a baseline and repeat monthly.

A simple manual free alternative is also surprisingly useful: put your queries into ChatGPT, Claude, Gemini, and Perplexity yourself and record:

• Was my brand mentioned?
• Which competitors appeared?
• What sources were cited?
• What facts did the AI use?

That gives you the raw material most paid AI visibility platforms eventually package into dashboards. www.techradar.com

If you tell me whether you mean your own website/brand or just learning AI visibility with generic examples, I can narrow this to the best fit.

If you’re just starting with AI visibility (AEO/GEO) and want a simple, readable one-page report from a handful of sample queries, I’d start with one of these free options:

Best fit for a quick beginner report

urlAhrefs Free AI Visibility Checkerturn0search0

• Best for: a fast “does my brand appear in AI answers?” snapshot
• Gives: AI mentions, platforms checked, topics/prompts that trigger visibility, and cited domains/pages
• Good if you want something you can screenshot or share internally. ahrefs.com

urlLoamly AI Visibility Checkturn0search3

• Best for: a more report-like beginner experience
• Gives: a visibility score, competitor comparisons, citation evidence, and suggested fixes. It says the free check runs buyer-style prompts across several AI systems and produces a report-style output. www.loamly.aiahrefs.com

urlDiscoverable AI Visibility Checkerturn0search2

• Best for: seeing “who gets recommended instead of me”
• Gives: visibility score, competitor mentions, and citation gaps. bediscoverable.ai

If you want to test your own exact queries

Many free checkers are brand-first (enter a domain/name, then they generate prompts). For a small manual sample, I’d do:

1. Pick 5–10 real customer questions, e.g.:
   • “Best [category] for small businesses”
   • “Alternatives to [competitor]”
   • “Who offers [service] in [location]?”
2. Run them in ChatGPT, Gemini, Perplexity, and Claude.
3. Record:
   • Was your brand mentioned?
   • Was it recommended?
   • What sources were cited?
   • Which competitors appeared?

That manual spreadsheet often gives a clearer baseline than a single automated score because AI answers vary between runs. arxiv.org

For a first experiment, I’d try Ahrefs + Loamly: one gives a quick benchmark, the other gives a more “client report” feel. www.loamly.aiahrefs.com

If you're just getting started with AI visibility (sometimes called LLM SEO or AI search optimization), there are a few free tools that can generate simple, readable reports without requiring enterprise software.

Here are the ones I'd recommend first:

1. Peec AI
   • Free tier available.
   • Shows whether your brand appears in responses from AI systems.
   • Easy-to-read dashboard rather than raw data.
   • Good if you want a quick overview.

2. Profound
   • Offers demos and limited free access depending on current availability.
   • Designed specifically for AI search visibility.
   • Reports focus on prompts, citations, and competitors.

3. Otterly.AI
   • One of the simplest interfaces.
   • Tracks how AI assistants answer specific prompts.
   • Good for monitoring a small set of questions over time.

4. Scrunch AI
   • More focused on enterprise, but its public resources and demos are useful for understanding AI visibility reports.

If you want something completely free

You can build a useful one-page report yourself using ChatGPT or another AI model:

1. Choose 5–10 representative customer questions, for example:
   • "Best payroll software for nonprofits"
   • "How do I reduce shipping costs?"
   • "Top CRM for small law firms"

2. Ask multiple AI assistants (ChatGPT, Gemini, Claude, etc.) each question.

3. Record:
   • Whether your brand is mentioned.
   • Where it appears (1st, later, or not at all).
   • Whether there's a link or citation.
   • Which competitors are mentioned.

4. Put the results into a simple table with an overall visibility score.

For someone learning AI visibility, this manual approach is surprisingly effective because you see exactly how different models describe your business.

If your goal is simply to show a client or your boss a clean one-page PDF, I'd start with Otterly.AI or Peec AI. They have the gentlest learning curve and produce reports that are understandable without deep technical knowledge.

If you're just getting started with AI visibility (sometimes called LLM SEO or AI search optimization), there are several free tools that can generate a simple, readable report without requiring a large enterprise setup.

Here are the best options:

1. Peec AI (free tier)
   • Lets you test prompts against AI search engines.
   • Shows whether your brand appears in responses.
   • Easy dashboard with visibility over a handful of queries.
   • Good if you want something polished.

2. Otterly.AI
   • Designed specifically for AI search monitoring.
   • Free plan typically lets you monitor a limited number of prompts.
   • Reports are easy to read and compare over time.

3. Profound
   • Mostly aimed at enterprises, but offers demos and limited access.
   • Excellent visualization of citations and AI visibility if you can access it.

4. Goodie AI Search Grader
   • One-off grading tool.
   • Paste a domain and get a simple report.
   • Good for getting an initial snapshot.

5. Build your own with ChatGPT (free)
   • Pick 5–10 representative questions your customers would ask.
   • Ask multiple AI assistants (ChatGPT, Gemini, Claude, etc.) the exact same questions.
   • Track:
     • Is your company mentioned?
     • Is it recommended?
     • Is your website cited?
     • Which competitors appear?
   • Put the results into a spreadsheet and score each query. This gives you a surprisingly useful baseline at no cost.

If you want a one-page executive report

For a client or internal stakeholder, I would use either:

• Otterly.AI for ongoing monitoring, or
• Goodie AI Search Grader for a quick snapshot.

A good one-page report typically includes:

• Overall AI visibility score
• 5–10 sample prompts tested
• Whether your brand appeared
• Competitors mentioned
• Sources/citations used by AI
• Top opportunities (e.g., add comparison pages, FAQs, structured content)

If your goal is learning rather than buying software, you can get 80–90% of the value by manually evaluating 10 carefully chosen prompts and summarizing the results in a one-page table. That also helps you understand why AI systems are or aren't mentioning a brand before investing in a paid platform.

If you're just getting started with AI visibility (sometimes called LLM SEO, AI search optimization, or brand visibility in AI assistants), there are a handful of free tools that can generate a simple report without requiring a big enterprise setup.

Here are the ones I'd recommend, in order of ease of use:

If you’re new to AI visibility (how often and how your brand/content appears in AI answers from tools like ChatGPT, Claude, Gemini, Perplexity, etc.), a few free tools can give you a simple report-style view from sample queries.

Here are good starting points:

For a quick, free “show me something readable for a few queries” workflow, I’d start with:

1. Pick 5–10 real user questions your customers might ask.
   • Example: “best project management tools for small teams”
   • “alternatives to [your product]”
   • “how to choose [your service]”

2. Run them manually in:
   • ChatGPT
   • Claude
   • Gemini
   • Perplexity

3. Record:
   • Was your brand mentioned?
   • Where did the AI get the information?
   • Were competitors mentioned?
   • Were there citations/links?
   • What content would likely improve your chances?

If you want a single-page executive-style report, tools like Peec AI or Otterly.AI are closer to that format than DIY spreadsheets.

For a first experiment, I’d avoid broad “AI SEO score” tools that produce a single number without showing the actual queries and evidence. The useful output is usually query → answer → mentions → citations → recommended fixes.

If you're just getting started with AI visibility (sometimes called LLM SEO or AI search optimization), there are several free tools that can generate a simple, readable report without requiring a full enterprise platform.

Here are the best options:

1. Peec AI
2. Free tier available.
3. Shows whether your brand appears in responses from multiple AI models.
4. Easy-to-read dashboards and visibility scores.
5. Good if you want a quick overview rather than raw data.

2. Profound (free tools)
3. Offers free AI search/visibility resources and tools.
4. More focused on marketers and brands.
5. Reports are generally presentation-friendly.

3. Otterly.AI
4. Has a free plan or trial depending on current availability.
5. Lets you monitor prompts and see whether your brand is mentioned.
6. Reports are clean and easy to share.

4. Goodie AI Search Grader
5. Designed as a quick audit.
6. Generates a concise report for a website based on AI search visibility.
7. Good for a first look.

5. Use ChatGPT itself

If you only have a handful of sample queries, you can often get a useful one-page report by asking ChatGPT to evaluate them. For example:

Analyze my AI visibility for these 10 prompts. For each prompt, summarize whether my brand appears, whether the answer is accurate, who is cited instead, and recommend one improvement. Finish with a one-page executive summary.

This won't measure every AI model, but it's useful for qualitative reviews.

If you want a polished PDF-style report

For a client or stakeholder, I'd recommend:

• Otterly.AI for the cleanest free reporting experience.
• Peec AI for the best balance of usability and visibility tracking.
• ChatGPT to turn the findings into a one-page executive summary.

A typical one-page report includes:

• Overall AI visibility score
• 5–10 representative prompts
• Whether your brand was mentioned
• Competitors that appeared instead
• Key content gaps
• Three prioritized recommendations

If your goal is agency work or client reporting, I can also recommend tools that stay free for small numbers of prompts or compare the lowest-cost paid options.