Free Tool · No Signup
An 80-point readiness audit that scores your brand against the signals that determine whether ChatGPT, Claude, Perplexity, and Gemini will cite you. Get the score, the per-category breakdown, and the ranked fix list — in about 15 minutes.
79 items · 173 weighted points · 40 auto-checked · 24 open-and-paste · 15 self-reported · No data stored
What gets scored
Technical foundation
15 items · 35 ptsRobots.txt access for AI crawlers, server-side rendering, llms.txt, sitemap, search-engine submission status.
Schema markup
15 items · 25 ptsJSON-LD structured data: Organization, SoftwareApplication, FAQ, Article, Product, sameAs entity graph.
On-page AEO
6 items · 11 ptsDirect answers up top, question-form headings, FAQ density, recency signals, content depth.
Entity presence
23 items · 52 ptsListings on G2, Capterra, TrustRadius, Gartner Peer Insights, Wikidata, Wikipedia, Crunchbase, GitHub, and 15 other authority sources.
Off-page signals
17 items · 40 ptsReviews, comparison/alternatives/listicle/integrations pages, YouTube + podcast transcripts, original research, Reddit presence, brand consistency.
External tool scores
3 items · 10 ptsPageSpeed Insights, isitagentready.com, and the buyer-intent prompt baseline that proves AEO actually works for your brand.
Final score = earned points ÷ 173 × 100. Commit 3 wires Category 1 — robots.txt + sitemap + llms.txt + SSR + IndexNow. Categories 2–6 land in subsequent commits.
Gartner projects 25% of organic search volume will move to AI engines by 2026. If you're not cited inside answers, you're not in the consideration set.
Ranking #1 on Google doesn't mean ChatGPT or Claude cite you. AI engines weight robots.txt access, schema, entity presence on third-party platforms, and listicle/comparison content — not just backlinks.
Most failing brands fail on the same 5–10 items: blocked AI crawlers (often via Cloudflare's Bot Fight Mode default), missing Organization + sameAs schema, no Wikidata entry, and zero /vs/ or /alternatives-to/ pages.
Plus optional pointers to your pricing page and comparison page pattern. That's the entire input form.
Robots.txt, sitemap, llms.txt, homepage HTML + JSON-LD parsing, on-page text analysis, sitemap regex for content patterns, Wikidata + Wikipedia API lookups.
Entity-presence rows offer a quick yes/no toggle plus an optional URL field we verify with a HEAD check. Self-reported items get a single click each.
Final score on the 0–100 band scale, per-category breakdown, and the top recommended next actions ordered by points-per-effort.
15 checks covering AI bot access (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, Bingbot/CCBot), sitemap/robots.txt wiring, llms.txt, server-side rendering, IndexNow, and Cloudflare's Bot Fight Mode.
15 JSON-LD checks: Organization, SoftwareApplication, FAQPage, Article, Person, BreadcrumbList, sameAs entity graph (5+ nodes), Product + PriceSpecification, AggregateRating, Review, VideoObject, HowTo, Dataset, Table, schema-validates-without-errors.
6 checks: BLUF in first 100 words, question-form H2s, FAQ density, dateModified freshness (<90 days), word-count depth, ItemList schema for listicles.
23 directories and authority graphs: G2, Capterra, TrustRadius, Gartner Peer Insights, Trustpilot, Software Advice, GetApp, AlternativeTo, Product Hunt, SaaSHub, SaaSworthy, Slant, PeerSpot, Clutch, GoodFirms, SourceForge, Crozdesk, Crunchbase, GitHub, Wikidata, Wikipedia, LinkedIn, Google Business Profile.
17 checks: G2 + Capterra review volume, /vs/ + /alternatives-to/ + /integrations/ + listicle pages on your own site (auto-detected from sitemap), YouTube/podcast transcripts, Reddit presence, Featured.com placements, original research, brand-name consistency across 8 authority sources.
3 checks: PageSpeed Insights (all 8 metrics ≥ 90 across mobile + desktop), isitagentready.com score, and a buyer-intent prompt baseline established across ChatGPT/Claude/Perplexity/Gemini.
Earned points ÷ 173 × 100. Each band maps to a different action priority:
Critical gaps
0–30Being filtered out at the door.
Foundation incomplete
31–60Major blockers remain.
Eligible but invisible
61–80Foundation in place — now you need volume.
Optimized
81–95Citations should compound over 60–90 days.
Fully AEO-ready
96–100Top 1% of cited brands.
The AEO audit borrows the same engines that power the other tools on this site. When the audit flags a problem, the deeper diagnostic tool is one click away.
AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) cover the new layer of organic visibility: showing up inside AI-generated answers from ChatGPT, Claude, Perplexity, and Gemini — not just blue links in Google. Classical SEO still matters, but AEO requires a different stack: robots.txt access for AI crawlers, schema markup that exposes facts, entity presence on G2/Capterra/Wikidata, and content patterns AI engines extract well (BLUFs, FAQs, listicles).
80 items across 6 categories: technical foundation (AI bot access, llms.txt, SSR, IndexNow), schema markup (15 JSON-LD types), on-page AEO signals (BLUF, question H2s, FAQ density, freshness), entity presence (23 platforms), off-page signals (review counts, comparison pages, transcripts, original research, brand consistency), and external tool scores (PageSpeed, isitagentready.com, prompt baseline).
Automated checks run in under 30 seconds. Filling in the self-reported items typically takes 5–10 minutes. End to end: about 15 minutes.
Weights are derived from public AI citation studies and our own analysis of which signals correlate with appearing in ChatGPT/Claude/Perplexity/Gemini answers for SaaS queries. G2 listings, Wikidata Q-IDs, server-side rendering, and original research carry the heaviest weight; niche directory listings and individual schema types carry the lightest.
Yes, free. No signup. The audit runs in your browser; the server-side checks (robots.txt, schema parsing, sitemap regex) hit only the URLs you paste in. Results are not stored on our side.
isitagentready.com is a great single-page scanner focused on AI bot access and basic on-page signals. This audit is broader — it covers the full AEO stack including off-page entity presence, schema depth, content patterns, and the 23-platform entity-presence check. We actually link to isitagentready.com from within the audit as one of the external-tool checks.