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▸ Free AI readiness audit ◂

When buyers ask AI for the best option, do you get named?

Your buyers are asking ChatGPT, Claude, and Perplexity instead of Googling. Enter your site — we'll score whether AI assistants can find, understand, and cite you, and hand you the exact snippet that fixes it.

We'll email you the full report. No card, no spam — report also appears here (~30 seconds).

Want the fuller picture? Run the free coverage audit → · Brand voice audit →

▸ Example report ◂

Here's exactly what you get

A run on a sample business — what AI can see, and what it can't.

48/100
AI readiness
sparkleclean.co

AI can crawl your site, but with no structured data or FAQ content it has to guess what you are — so it recommends the competitors who spelled it out.

Biggest fix: Structured data

✓
AI crawler access present

AI crawlers (GPTBot, ClaudeBot, PerplexityBot, CCBot) are allowed in robots.txt.

✕
Structured data missing

No schema.org structured data — AI has to guess what you are from prose.

✕
FAQ / Q&A content missing

No FAQ or Q&A content — the format AI assistants quote most.

◐
Entity clarity partial

Partial (2/4 signals). Short meta description; tighten the one-line "what is this".

✕
llms.txt missing

No llms.txt — cheap, high-leverage to add.

✕
Third-party presence missing

No links to G2, Capterra, Wikipedia, or Reddit — where AI pulls citations.

✓
Content depth present

Substantive, well-structured content — enough to extract quotable claims.

✦ Your AI-optimized snippet — paste it on your site to get cited

SparkleClean is a same-week home cleaning service for busy families in Austin — book in 60 seconds, vetted cleaners, flat pricing with no quotes.

What is SparkleClean?
A residential cleaning service in Austin, TX offering one-time and recurring cleans with upfront flat-rate pricing and same-week availability.

How much does it cost?
Flat rates from $120 per standard clean — no in-home estimate required; you see the price before you book.

Seven signals that decide whether AI cites you

All measured from your public pages, robots.txt, and llms.txt — no guesswork about what a model "might" say.

  1. 01AI crawler access — is your robots.txt letting GPTBot, ClaudeBot, PerplexityBot and CCBot in, or quietly locking them out?
  2. 02Structured data — schema.org that tells AI exactly what you are, in machine-readable form.
  3. 03FAQ / Q&A content — the single format AI assistants quote most when answering buyer questions.
  4. 04Entity clarity — a clean title, description, and one-line definition AI can state confidently.
  5. 05llms.txt — the emerging standard for handing AI a curated map of your site.
  6. 06Third-party presence — links to the review sites, Wikipedia, and Reddit threads AI cites instead of your own marketing.
  7. 07Content depth — enough real, structured text to lift a specific answer (not just an empty SPA shell).

How it works

From domain to diagnosis in about 30 seconds.

01
Enter your domain + email

Ten seconds. No card, no call. The report lands in your inbox and on this page.

02
We read your AI signals

Your pages, robots.txt, and llms.txt — checking whether GPTBot, ClaudeBot, and PerplexityBot can reach and understand you.

03
Get your score + the fix

A 0–100 readiness score, the biggest thing holding you back, and a paste-ready snippet that makes you quotable.

We measure readiness from public signals, and we say so plainly. A tool that claimed to know what ChatGPT "really thinks" would be lying to you.

Fair questions

Do you actually ask ChatGPT about my company?›
No — and anyone claiming to is selling you noise. AI answers are non-deterministic and there's no reliable API to query them at scale. Instead we measure the concrete, verifiable signals that determine whether AI can find, understand, and cite you: crawler access, structured data, FAQ formatting, entity clarity, llms.txt, and third-party presence. It's readiness, measured honestly.
Why does AI readiness matter now?›
Buyers increasingly start with ChatGPT, Claude, Perplexity, or Google's AI answers instead of a results page. If those assistants can't parse and cite you, you're invisible at the exact moment someone's asking for the best option in your category — no click required.
Why do you need my email?›
So we can send you the full report to keep, including your paste-ready snippet. We notify our team of new audits too — that's the whole (transparent) model. No sequences, unsubscribe anytime.
Is it really free?›
Yes. The audit is the diagnosis; VibeFlow is the fix — it writes AI-ready content in your voice so you're the one getting quoted. If the audit's useful, you'll know exactly what to hand off next.

Be the one AI recommends.

The audit shows what's holding you back; VibeFlow writes the AI-ready content that fixes it — in your voice.

Run the audit →Start free — no card →