AI Search Visibility / Free Audit
Free GEO Audit: Is Your Page Visible to AI?
Paste a URL into @vustSEObot on Telegram and get a mechanical audit of whether ChatGPT, Perplexity, Claude and Gemini can actually read and cite your page — six verifiable checks, plus AI-suggested fixes. No signup, no dashboard, free.
The Honest Frame
A GEO score measures eligibility, never a guaranteed citation
This audit space isn't empty — dashboards like Web Aloha, Stackra, Siftly and a crowded field of llms.txt checkers already do a version of this. VUST's actual difference is where it lives: no account, no tab to keep open, no email capture. You paste a URL into Telegram and the report comes back in the same chat, capped at 10 free audits a day.
What one check catches
Three of the six Tier-1 checks, and the concrete difference between failing and passing them.
Illustrative example
What a sample audit report looks like
This is a fictional page's report to show the SHAPE of the output — a mix of passes and fails, exactly how the real bot returns it. It is not a real vust.ai audit result; run your own URL through @vustSEObot to see an actual one.
example.com/blog/some-guide55/100 GEO-readinessAI-crawler access
PerplexityBot blocked by "Disallow: /blog/" — ClaudeBot, Google-Extended, GPTBot, CCBot all allowed.
Structured data
Article + BreadcrumbList JSON-LD found and valid. FAQPage missing (recommended).
Answer-block presence
No concise lead answer detected — the page opens with a 4-sentence intro before the first fact.
Chunkability
6 H2s, 3 phrased as questions, FAQ section detected.
Freshness + basics
Title, meta description and canonical present. No dateModified found.
llms.txt
GET /llms.txt returned 404 — not present at the domain root.
Sample Tier-2 suggestion (AI draft, review before use)
Answer-block draft to paste as the opening paragraph: "This guide covers X in three steps: [step 1], [step 2], [step 3] — each explained below with the specifics most people search for."
Plus 4 suggested FAQ Q&A pairs with ready FAQPage JSON-LD, and a short list of related sub-topics the page doesn't cover yet — every Tier-2 item is a draft to edit, not a fact to publish as-is.
02·Practical use cases
Who runs a free GEO audit
Content/SEO teams
Check whether a page is actually blocked from PerplexityBot, ClaudeBot, Google-Extended, GPTBot, CCBot or the other named AI crawlers before assuming a citation problem is a content problem.
The exact robots.txt line, or confirmation that all 10 named crawlers are allowed — a fact, not a guess.
Bloggers and solo publishers
Get a mechanical read on whether a post has the structured data, answer-block and FAQ shape AI answers actually lift.
A transparent, itemized score plus a ranked list of what to fix first.
Devs shipping a new page
Run a pre-launch check for llms.txt, JSON-LD validity and basic freshness meta before the page goes live.
Six deterministic checks, each independently verifiable in the page's own HTML.
Anyone who wants a draft fix, not just a diagnosis
Get an AI-suggested answer-block rewrite and FAQ Q&A with ready JSON-LD for a page that's structurally weak.
Copy-paste drafts clearly labeled as suggestions to edit, never facts to publish as-is.
03·How it works
Six deterministic checks, plus AI-suggested drafts
Parses robots.txt + meta-robots and checks named crawlers by user-agent — PerplexityBot, ClaudeBot, Google-Extended, GPTBot, CCBot among others — reporting each as allowed or blocked individually, quoting the deciding rule.
Parses every JSON-LD block on the page, flags which schema types (FAQPage, Article, Product, HowTo, Organization) are present, missing or invalid — a broken block that silently does nothing is called out by name.
Checks whether a concise, direct answer sits near the top of the page, or whether it's buried under several paragraphs of intro before the first fact.
Reads heading structure — H1/H2 phrased as questions or entities, FAQ sections, paragraph and list density — the shape that makes a page easy for an AI answer engine to lift cleanly.
Confirms dateModified, title, meta description and canonical tag are present and reasonable length — the basics answer engines still read.
Checks whether GET {domain}/llms.txt returns 200 at the domain root.
An LLM reads the page and drafts a rewritten answer-block, 3-5 FAQ Q&A pairs with ready FAQPage JSON-LD, and a short list of entity/topic gaps — always labeled suggestions, never guarantees.
04·Same tool · in Telegram
Telegram
Run your free GEO audit now
@vustSEObot · Paste any URL into @vustSEObot and get the six-check report back in the same Telegram chat — free, no signup.
05·Quality & trust
Honest about what this measures
A score is eligibility, never a citation guarantee
The composite score is a transparent sum of the six checkable Tier-1 items, with the full breakdown shown — it measures whether the page is structured to be citable, not a ranking and not a promise ChatGPT or Perplexity will actually cite it.
This space isn't empty — the wedge is where it lives
GEO-audit checkers already exist as web dashboards (llms.txt checkers alone are a crowded sub-niche). VUST's real difference: no signup, no email, no dashboard tab — paste a URL into Telegram, get the report in the same chat.
Tier-1 facts vs. Tier-2 drafts, always labeled
Every Tier-1 finding quotes something you can verify yourself (the robots.txt line, the missing schema type). Tier-2 output is explicitly a draft to review and edit, never a fact and never a ranking claim.
Free-only, fail-open, no batch mode yet
10 audits/day per user, no paid tier exists. A system error never blocks you. There's no whole-site crawl and no live citation probe yet — one URL at a time, today.
Frequently asked questions
Go deeper on one check
AI Search Visibility (GEO/AEO)
The framework behind why AI cites some pages and not others.
AI-crawler checker
Deep dive on the robots.txt / AI-crawler-access check alone.
FAQ schema generator
Deep dive on generating FAQPage JSON-LD from your content.
AI-citation drafting
Draft atomic, structured, citation-friendly content.
Ready when you are
Is your page visible to AI search?
Six deterministic checks plus AI-suggested fixes — free, in Telegram, 10 audits a day, no signup.