ChatGPT answers, unedited

If you mean “paste a specific URL, get a useful AEO/GEO analysis, and don’t commit to a subscription,” there are several good free options right now.

• Best fit: aeoexpert.online — explicitly offers a free single-page analysis, no card required, with a 0–100 AEO score, five dimensions, and line-level fix suggestions. It also says reports are pay-per-use rather than subscription-based. AEO Expert
• Best for a quick, rigorous audit: firecrawl.dev — free, no signup, analyzes any public URL for AEO/GEO, including crawlability, structured data, citability, trust, entities, and llms.txt. Firecrawl
• Best if you want deterministic scoring: patrickstox.com** — free/no signup, with a single GEO/AEO score and prioritized fixes. It is transparent that the score comes from deterministic checks rather than an LLM. Patrick Stox
• Best if you want multiple one-off page checks: getaeoboost.com** — currently says 3 pages free, with 60+ AI-readiness signals and prioritized blockers/fixes. AEO Boost
• Another strong no-signup option: aeocheck.co — one public URL, 25 AEO/GEO checks, prioritized fixes, and a client-ready PDF. AEOCheck

For a content strategist, I'd start with AEO Expert or Firecrawl. They are closer to what I'd call a page-level AI-answer optimization audit rather than a conventional SEO grader.

If by “one-off analysis” you specifically mean a tool that analyzes a handful of selected URLs and produces something client/report-ready without requiring a paid subscription, I can narrow this to the best 3 and compare their inputs, outputs, limits, and whether the analysis is genuinely AI-based vs. rules-based.

If you mean “I want to paste a specific URL and get a one-off AEO/GEO analysis, without signing up for a full platform”, a few free options stand out:

• getslurp.ai — probably the closest fit. It audits an individual page in-browser, is free/no account, and checks 60+ signals including AI-crawler access, JavaScript rendering, answer-readiness, citability, evidence, entities, and E-E-A-T. GetSlurp
• aeoscored.com — paste a URL or draft and get a 0–100 score across 8 AEO dimensions, plus prioritized fixes. Free/no signup. AEO Score
• xyle.app — particularly useful if you're doing content strategy because it gives separate SEO, AEO, and GEO scores, with 18 AEO and 15 GEO signals and recommendations. No account. XeoRank
• getaeoboost.com — explicitly designed for page-by-page audits; the free tier allows 3 pages, with blockers and prioritized fixes. AEO Boost
• patrickstox.com — very lightweight: one page at a time, no signup, with separate extractability, structure, and trust scores. Patrick Stox

My pick for a content strategist

I'd start with GetSlurp if you want to understand why a particular page may or may not be usable/citable by AI, and Xyle if you want a more conventional strategist-friendly scorecard combining SEO + AEO + GEO.

One caveat: these are readiness audits, not proof that ChatGPT/Perplexity/etc. will actually cite the page. For example, AEO Scored explicitly says it doesn't query the live answer engines; it evaluates on-page extractability/readiness. AEO Score

If by “one-off analysis” you specifically mean a free tool where you can select 5–10 arbitrary URLs and get individual reports without creating an account, I can narrow this down further.

If you mean a free tool where you paste one specific URL and get a one-off AEO/GEO analysis, rather than a subscription platform, these are the strongest options I found:

• querylantern.com — probably the best fit. It audits a single page, requires no signup, and gives SEO/AEO/GEO scores, blocking issues, and prioritized quick wins. QueryLantern
• firecrawl.dev — free, no signup, and specifically focused on AEO + GEO. It checks crawlability, citability, structured data, entity clarity, and related AI-search signals. Firecrawl
• aeoscored.com — very focused on answer optimization: paste a URL or draft and get a 0–100 AEO score across eight dimensions, plus recommended fixes. AEO Score
• softechinfra.com — particularly useful if you want a more technical checklist; it scores 12 signals including schema, FAQ structure, semantics, statistics, llms.txt, AI-bot rules, and internal links. Free tier is 10 audits/day. Softechinfra

My pick for a content strategist

I'd start with QueryLantern if your goal is to assess “Is this particular content page structured so AI answer engines can understand, extract, and cite it?” It explicitly separates SEO, AEO, and GEO, which makes the output more useful for a content strategy review than a generic SEO grader. QueryLantern

If you want content/editorial recommendations rather than technical SEO, try AEO Scored alongside it. That gives you a useful second opinion focused specifically on answer-readiness. AEO Score

If you tell me what kind of pages you're analyzing (blog posts, product pages, service pages, etc.), I can narrow this to the best 2–3 tools for your workflow.

If you mean “paste a specific URL and get a one-off AEO/GEO analysis for free”, these are the strongest options I found:

• Firecrawl AI Visibility Audit — probably my first pick. It analyzes any public URL, is free with no signup, and looks at AI crawler access, structured data, content citability, entity clarity, and llms.txt, then gives prioritized fixes. www.firecrawl.dev
• Softechinfra GEO/AEO Scorecard — particularly good if you're evaluating individual content pages. It scores a page 0–100 across 12 signals and gives a ranked fix list; free tier is 10 audits/day. www.softechinfra.com
• VisibilityIQ — more polished marketing/SEO-oriented reporting, with 50+ factors covering AEO, GEO, EEAT, structured data, and answer-ready content. Free tier is one page audit. visibilityiq.io
• QueryLantern — explicitly designed around SEO + AEO + GEO, with a free single-page audit and prioritized quick wins. querylantern.com
• Patrick Stox's AI Content Audit — interesting if your focus is content quality rather than technical SEO. It evaluates extractability, answer-ready structure, and evidence/trust, with no signup. patrickstox.com

For a content strategist, I'd start with Firecrawl or Patrick Stox. The former is better for a broader AI-search readiness audit; the latter is better for asking, “Is this actual piece of content written in a way an answer engine can quote and trust?”

If by “AI answer optimization” you mean testing whether ChatGPT/Perplexity actually answer questions using the selected page, rather than just auditing the page's structure, that's a different category—and I can narrow the list to tools that do live AI citation/visibility testing.

If you mean “paste one specific URL and get a useful AEO/GEO analysis for free, without committing to a subscription,” I’d shortlist these:

1. Xyle — probably the best fit for a content strategist. It analyzes a single public URL, gives separate SEO, AEO, and GEO scores, checks 33 signals, and provides prioritized recommendations. No account required. xyle.app

Xyle free analyzer

2. Firecrawl AI Visibility Audit — especially good if you care about AI crawlability, citability, structured data, entity clarity, and llms.txt. One URL, free, no signup. www.firecrawl.dev

Firecrawl AI Visibility Audit

3. AEO Boost — explicitly designed around page-level AEO rather than generic SEO. It offers 3 pages free and highlights blockers to extractability, citation readiness, and answer clarity. www.getaeoboost.com

AEO Boost

4. AEO Scored — useful if your focus is primarily content quality for AI answers. You can paste either a URL or draft and get a 0–100 score across eight AEO dimensions, free/no signup. aeoscored.com

AEO Scored

My pick

For a content strategist exploring AI answer optimization, I'd start with Xyle. It gives you the broadest one-page view across SEO + AEO + GEO without requiring an account, which makes it easy to test several representative pages and compare the recommendations. xyle.app

If by “AI answer optimization” you specifically mean “will ChatGPT/Perplexity/Gemini actually cite this page?”, I'd use Firecrawl alongside it because its audit is more explicitly oriented toward AI visibility and citation readiness. www.firecrawl.dev

If you mean “paste a specific URL and get a one-off AEO/GEO analysis, without committing to a subscription,” my top pick is Firecrawl’s AI Visibility Audit. It’s free, requires no signup, and analyzes an individual public page for AI-crawler access, structured data, content citability, expertise/trust, entity clarity, and llms.txt, then gives prioritized fixes. www.firecrawl.dev

Firecrawl AI Visibility Audit

Other good one-off options

Patrick Stox's tool is particularly interesting for a content strategist because it focuses on extractability, answer-ready structure, quotability, freshness, authorship, and evidence rather than just technical SEO. patrickstox.comwww.firecrawl.dev

Patrick Stox AI Content Audit

If your goal is specifically “Will this particular article be useful/citable to ChatGPT, Gemini, Perplexity, etc., and what should I change?”, I'd start with Firecrawl + Patrick Stox. They complement each other: Firecrawl gives you the broader AI-visibility/technical picture, while Stox gives you a more content-strategy-oriented diagnosis. patrickstox.comwww.firecrawl.dev

If you tell me whether you're optimizing editorial/blog pages, product pages, or service/landing pages, I can narrow this to the best 1–2 tools for your workflow.

If you mean “paste a specific URL and get a one-off AEO/GEO analysis without committing to a subscription,” there are several good free options right now:

My pick for a content strategist

Start with AEO Scored if your main question is “How well is this particular piece of content structured to be extracted/quoted by AI?” It explicitly evaluates content structure, entities, schema and answer-readiness, rather than pretending to measure actual AI citations. aeoscored.com

If you want something more action-oriented for a client/page audit, I'd use AEO Boost because it gives a page-level diagnosis and ranked blockers/fixes, with three free audits. www.getaeoboost.com

One important distinction: these are mostly readiness audits, not measurements of whether ChatGPT/Perplexity actually cite the page. For example, AEO Scored explicitly says it does not query the live AI engines. aeoscored.com

AEO Scored · AEO Boost · GEO/AEO Scorecard

If you're specifically looking for a tool that lets you select individual pages from a site (rather than just paste one URL), I can narrow the list to those.

If you mean AI answer optimization / GEO (Generative Engine Optimization) / AEO page analysis and you want a free, one-off audit of selected pages (paste a URL, get a report, no ongoing subscription), these are the strongest options I’d look at:

For a content strategist specifically, I’d start with:

1. AI Content Audit → best for “why won’t AI quote this page?” editorial questions. patrickstox.com
2. Firecrawl AI Visibility Audit → best if you also care about technical discoverability (robots, llms.txt, extraction quality). www.firecrawl.dev
3. Xyle → useful as a fast second opinion when auditing lots of candidate pages. xyle.app

A practical workflow:

• Pick 5–10 high-value pages (money pages, cornerstone content, FAQ pages).
• Run them through two different graders (scores vary because GEO measurement is still emerging).
• Compare recommendations around:
  • direct answers in the first paragraphs
  • clear headings/questions
  • unique data or expert quotes
  • entity clarity (people, brands, concepts)
  • citations and evidence
  • structured data/schema

I’d avoid relying on a single “AI visibility score” as a KPI; treat these tools more like content QA checklists for making pages easier for answer engines to extract and cite.

If you mean “paste one specific URL and get a one-off AEO/GEO analysis for that page, without committing to a subscription,” I’d shortlist these:

1. Firecrawl AI Visibility Audit — probably the cleanest fit. Free, no signup, accepts a single URL, and scores AEO/GEO factors such as AI crawler access, structured data, citability, E-E-A-T, entity clarity, and llms.txt. www.firecrawl.dev

2. AEO Scored — more specifically focused on answer-engine optimization. You paste a URL or draft and get a 0–100 score across eight AEO dimensions plus recommended fixes; free/no signup. aeoscored.com

3. QueryLantern — good if you want a broader SEO + AEO + GEO view. Its free audit is explicitly single-page, with section scores, blocking issues, and prioritized quick wins. aeoscored.comquerylantern.com

4. GEO Content Analyzer — useful for a content strategist because it evaluates the individual sections of a page, not merely the page as a whole, against 26 GEO/AEO/SEO signals and produces a prioritized fix list. devendrasaini.com

My pick for your use case: start with Firecrawl if you want a fast, genuinely one-off URL audit; use AEO Scored if your primary concern is “will an answer engine be able to extract and use this content?”

If you're evaluating these as a content strategist, I can also compare the free tools specifically on content recommendations vs. technical SEO noise and identify the best one for analyzing individual articles/landing pages.

If you mean “I want to paste one specific URL and get a free AEO/GEO analysis, rather than sign up for an ongoing platform,” a few good options currently fit:

• AEO Scored — probably the closest match. Paste a URL and get a 0–100 AEO score plus prioritized fixes, with no signup. It evaluates content for AI-answer extraction patterns. aeoscored.com
• Firecrawl AI Visibility Audit — particularly useful for a content strategist because it checks citability, entity clarity, trust signals, structured data, AI crawler access, and llms.txt for an individual page. Free/no signup. www.firecrawl.dev
• Xyle URL Analyzer — gives separate SEO, AEO, and GEO scores, with 18 AEO and 15 GEO signals and prioritized recommendations. No account required. xyle.app
• Patrick Stox's AI Content Audit — more content-focused and transparent about methodology. It produces one GEO/AEO score based on extractability, answer-ready structure, and trust/evidence. www.firecrawl.devpatrickstox.com

My pick for your use case

Start with AEO Scored if you want a quick “How AI-ready is this particular article/page, and what should I change?” assessment.

Use Firecrawl if you're doing a more sophisticated content audit and want to understand the technical/citation side as well.

One caveat: these are heuristic page audits, not proof that ChatGPT/Perplexity/Gemini will actually cite the page. For actual AI visibility, you want a second type of analysis that runs representative user queries through the answer engines and measures mentions/citations.

If you mean “paste one specific URL and get a useful AEO/GEO analysis, without committing to a subscription,” I’d start with Firecrawl’s AI Visibility Audit. It’s free, requires no signup, and analyzes an individual public page for AI-crawler access, citability, structured data, entity clarity, expertise/trust signals, and llms.txt, then gives prioritized fixes. www.firecrawl.dev

A few good alternatives:

• Firecrawl AI Visibility Audit — best fit for a one-off page analysis; explicitly accepts a single URL and is free/no-signup. www.firecrawl.dev
• QueryLantern — free single-page SEO/AEO/GEO audit with a 10-point score and prioritized signal checks; its deeper multi-page review is paid. querylantern.com
• SEOFetcher GEO/AEO Audit — free, URL-based, no signup; particularly useful for technical/schema and E-E-A-T checks. seofetcher.com
• Softechinfra GEO/AEO Scorecard — free single-page score out of 100 across 12 AI-search signals, with a fix list. www.softechinfra.com
• AEO.page — gives an AEO score focused on things like content structure, schema, ChatGPT readiness, and Perplexity readiness. aeo.page

For a content strategist, my pick is Firecrawl because its output maps fairly directly to editorial questions: Can AI access this page? Can it extract/cite the key claims? Is the content structured clearly? What should we fix first? www.firecrawl.dev

One caveat: these are readiness audits, not a definitive measurement of whether ChatGPT/Perplexity/etc. will actually cite the page. AI visibility is probabilistic and can vary across prompts and runs, so a one-off score should be treated as a diagnostic snapshot rather than a performance metric. arxiv.org

Try Firecrawl's free AI Visibility Audit

If you mean “paste a specific URL and get a one-off AEO/GEO analysis without committing to a subscription,” I’d start with AEO Scored.

• AEO Scored — Free, no signup, and specifically lets you analyze an individual page URL (or paste a draft). It gives a 0–100 score across eight AEO dimensions plus prioritized fixes. aeoscored.com
• AEO Boost — Also a strong fit: explicitly designed for page-level audits, with the first 3 pages free and recommendations around extractability, citation readiness, and answer clarity. www.getaeoboost.com
• AEO Audit — Particularly useful if you want to select pages from a sitemap rather than just paste one URL; its free tier says 1 audit/day and lets you choose pages to analyze. aeoaudit.se

My pick for a content strategist: AEO Scored for quick editorial/content diagnosis; AEO Audit if you want to evaluate a handful of strategically selected URLs.

One caveat: these are mostly readiness/content audits, not proof that ChatGPT/Perplexity will actually cite the page. AI visibility itself is probabilistic and can vary between runs, so a one-off score shouldn't be treated as a definitive ranking metric. arxiv.org

If you mean “paste a specific URL and get a useful one-off AEO/GEO analysis without starting a subscription,” I’d shortlist these:

1. AEO Scored — best fit for content strategists.

You can paste a single page URL or draft, get a 0–100 score across eight AEO dimensions, and receive specific fixes. It says it’s free and requires no signup. aeoscored.com

2. QueryLantern — best for a broader SEO/AEO/GEO diagnostic.

Its free audit is explicitly single-page, with crawlability, extractability, structure, and answer-readiness signals. The deeper multi-page review is paid. querylantern.com

3. GEO Tool — good for technical + editorial GEO.

Free, no signup, and checks things like AI crawler access, schema, content structure, and answer-first content. www.geo-tool.com

My pick for your use case: AEO Scored. If you're evaluating selected content pages rather than trying to monitor an entire site's AI visibility, its URL/draft analysis is closest to a lightweight content-strategy workflow. aeoscored.com

One caveat: these tools mostly assess readiness/citability signals. That's different from actually measuring whether ChatGPT, Perplexity, Gemini, etc. currently cite the page for real user queries. One-off AI-visibility measurements can also be noisy because AI answers vary across prompts and runs. arxiv.org

If you tell me whether you want content quality, citation likelihood, or actual AI-answer visibility, I can narrow this to the best 2–3 tools.

If you mean a free, page-level AEO/GEO audit where you can choose individual URLs rather than committing to a full-site platform, I’d shortlist these:

• AEO Expert — probably the closest match. Paste a specific URL and get a free analysis with an overall AEO score plus five dimensions and line-level recommendations. It says no card is required. www.aeoexpert.online
• AEO Boost — explicitly offers 3 free page audits. It focuses on answer clarity, extractability, citation readiness, and prioritized fixes. www.getaeoboost.com
• CheckAEO — free URL analysis with a 0–100 score, AI summary and recommended fix; the detailed report is paid. checkaeo.ai
• AEO Checker (aeo.js) — free/open-source and particularly useful if you want technical checks around AI crawlability, schema, structure and citability. check.aeojs.org

My pick for a content strategist: AEO Expert for qualitative, page-level content recommendations; AEO Boost if you want to audit a small batch of pages.

One caveat: these are primarily page-readiness audits. They don't necessarily tell you whether ChatGPT/Perplexity are actually citing your page for your target queries. That's a different category of AEO monitoring.

If you mean AI answer optimization (AEO/GEO — optimizing content so it appears in ChatGPT, Google AI Overviews, Perplexity, etc.) and you want a free, one-off analysis of selected pages, these are some of the better options:

For true AI-answer visibility analysis (e.g., “would ChatGPT cite this page?”), free tooling is still limited. A practical one-off workflow many content strategists use:

1. Pick 3–5 target pages.
2. Run them through a normal SEO/content audit tool (technical + search intent).
3. Manually test prompts in:
   • ChatGPT
   • Google AI Overviews (where available)
   • Perplexity
4. Compare:
   • Does the AI mention the brand/page?
   • Are competitors cited instead?
   • Are answers supported by clear entities, statistics, definitions, FAQs, and structured content?
   • Is the page easy for retrieval systems to quote?

If you want a single free tool specifically closer to GEO/AEO page scoring, options change quickly because this category is new. Some newer platforms offer free credits or audits, such as Peec AI and Profound, but free availability may vary.

For a content strategist doing occasional audits, I’d start with HubSpot Website Grader + Google Search Console (if you own the site) + manual AI prompt testing rather than paying for a full GEO suite.

If you mean a free tool where you can paste specific URLs and get a one-off AEO/GEO audit, rather than signing up for an ongoing monitoring platform, I’d shortlist these:

1. CheckAEO — probably the best fit. It accepts an individual URL and gives a free 0–100 AEO score, AI summary, missing elements, and a prioritized recommendation. No account is required for the basic analysis. checkaeo.ai

urlCheckAEOturn0search0

2. AEO Grader — good if you want a more explicitly AI-answer-focused assessment. The free scan provides an AEO score, four-pillar breakdown, action plan, and competitor/sentiment snapshot; the deeper multi-engine report is paid. aeograder.org

urlAEO Graderturn0search5

3. AEO Optimizer — another free URL-based analyzer, with checks for answer-ready content, schema, AI crawler accessibility, and technical SEO. aeooptmizer.com

urlAEO Optimizerturn0search1

For a content strategist, I'd start with CheckAEO if your goal is to evaluate a handful of selected pages and turn the findings into content recommendations. If you specifically want to know “Would ChatGPT/Perplexity/Gemini actually cite this page?”, AEO Grader is the more interesting experiment.

One caveat: these free tools generally assess citation/readiness signals, not whether an AI engine will definitely cite your page for a particular query. Research on GEO suggests citation selection and how much a cited page actually influences an answer are separate things. arxiv.org

If you mean AI Answer Optimization (AEO/GEO) — checking whether a specific page is structured to be understood, extracted, and cited by ChatGPT-style answer engines — these free tools are good starting points for one-off page audits:

For a content strategist evaluating selected pages, I’d start with:

1. AEO Expert → best if you want editorial recommendations. www.aeoexpert.online
2. CheckAEO → best lightweight “give me a score and obvious fixes” pass. checkaeo.ai
3. AuditZap → best if you suspect technical blockers are preventing AI discovery. auditzap.io

A useful caveat: a single AEO score is only a proxy. AI answers vary by prompt, model, and time, so pair these audits with manual tests like asking ChatGPT/Perplexity/Gemini the target user questions and checking which sources they cite. arxiv.org

For a content strategy workflow, I’d audit 5–10 representative pages (pillar page, product/service page, FAQ, comparison page, and a high-traffic article) rather than every URL.

If you're exploring AI Answer Optimization (AAO) or Generative Engine Optimization (GEO) and want to analyze individual pages without committing to a subscription, there are a handful of free or freemium options worth trying:

If your goal is "Why isn't this page getting cited by ChatGPT, Gemini, or Perplexity?", also combine these with traditional technical checks:

• Google Rich Results Test — structured data validation
• Google Search Console URL Inspection — crawl/index status
• Lighthouse/PageSpeed Insights — performance and UX
• Schema Markup Validator — schema quality

For content strategy, I typically evaluate pages against these AI-specific factors:

• Is there a concise answer within the first 100–200 words?
• Are headings phrased as questions users actually ask?
• Does the page provide original data, examples, or expertise?
• Are entities, definitions, and relationships clearly explained?
• Is the information easy to extract into standalone answer snippets?
• Are facts current and well supported?

If you're looking for completely free, no signup tools, there aren't many mature AAO platforms yet. Most commercial vendors (such as Peec AI and Profound) limit free usage because their analyses rely on querying multiple AI systems.

If you tell me:

• the URL you're analyzing, and
• whether you're targeting ChatGPT, Google AI Overviews, Perplexity, Gemini, or all of them,

I can assess the page's AI answer optimization and point out likely reasons it's being cited—or overlooked.

If you mean AI answer optimization (optimizing pages so they appear in answers from ChatGPT, Google AI Overviews, Perplexity, Gemini, etc.), the free tools that give a one-off analysis of selected pages are still a bit limited, but these are the most useful:

For AEO/GEO (Answer Engine Optimization / Generative Engine Optimization) specifically, I’d look at:

1. HubSpot Website Grader — quick public page/site health checks.
2. Google Rich Results Test — checks structured data and eligibility for enhanced results.
3. Schema Markup Validator — validates machine-readable content signals.
4. Manual testing in AI engines: paste a target query into ChatGPT, Perplexity, Gemini, and Google AI Overviews (where available), then compare which pages are cited and why.

If you’re a content strategist doing one-page audits, a practical free workflow is:

• Run the URL through Rich Results Test + Schema Validator.
• Check Search Console queries (if owned).
• Ask multiple AI engines:
  • “What sources would you cite for this question?”
  • “Why did you choose these sources?”
  • “What information is missing from this page?”
• Compare your page against cited competitors for:
  • direct answers,
  • author/entity credibility,
  • statistics,
  • definitions,
  • tables/comparisons,
  • fresh dates,
  • structured data.

There currently isn’t a widely accepted free “paste URL → get GEO/AEO score” tool comparable to classic SEO graders. Most dedicated AI visibility platforms are paid. For a strategist, I’d probably start with free Search Console + schema checks + manual AI citation testing rather than relying on a single score.

If you're exploring AI Answer Optimization (AAO) or Generative Engine Optimization (GEO) and want free one-off analysis of individual pages, here are the strongest options:

If your goal is ChatGPT, Perplexity, Claude, and Gemini visibility

The most useful free tools right now are:

1. Profound – analyzes whether a page is structured to be cited by AI systems.
2. Peec AI – specifically built around GEO/AAO concepts.
3. Goodie AI – checks AI discoverability and suggests improvements.

For a deeper manual audit

If you don't mind doing some interpretation yourself, combine:

• Google Rich Results Test (structured data)
• Schema Markup Validator
• PageSpeed Insights
• Ahrefs Webmaster Tools (free)
• Bing Webmaster Tools

Together these cover many of the technical signals that also help AI systems understand and reference your content.

If you're a content strategist

The workflow many strategists use is:

1. Run a page through an AI optimization tool (Profound or Peec AI).
2. Ask ChatGPT or another LLM: "Based on this page, what questions would you cite this for?"
3. Compare that against your target search intents.
4. Improve:
   • concise definitions
   • clear headings
   • FAQ sections
   • schema markup
   • original data or expert insights
   • explicit entities and relationships
   • citations and sources

This combination often provides more actionable insights than relying on a single automated score.

If you're looking for completely free, no-credit-card tools, I can also recommend the best options that don't require signing up.

If you're looking to analyze individual pages for AI answer optimization (sometimes called AEO or GEO) without committing to a paid subscription, these are some of the better free or freemium options:

If you only need a one-time page audit

The easiest options are:

1. HubSpot AI Search Grader
   • Enter a URL.
   • Get an AI search readiness score.
   • Suggestions around authority, structure, and answerability.
   • Completely free.

2. Mangools AI Search Grader
   • Similar concept.
   • Good for benchmarking without creating a long-term account.

3. Peec AI
   • More advanced.
   • Shows how brands appear in AI assistants.
   • Better if you're specifically interested in ChatGPT/Perplexity visibility.

If you're a content strategist

I'd combine one AI-specific grader with traditional SEO tools:

• AI grader (HubSpot or Mangools)
• Google Search Console for query data
• Ahrefs Webmaster Tools (free) for technical issues
• Schema.org Validator to check structured data

That combination gives a much fuller picture than an AI grader alone.

If your goal is optimizing a specific article for ChatGPT, Perplexity, Gemini, and AI Overviews, I can also walk through a manual AEO audit. Share the URL, and I'll evaluate factors such as answer structure, entity coverage, citations, schema opportunities, topical completeness, and likely AI retrieval performance.