aiscoring
Find out if ChatGPT, Claude, Gemini & Perplexity recommend you — or your competitors. · Open methodology · No fluff

See what the machines
say about you.

Live transcripts from ChatGPT, Claude, Gemini and Perplexity when someone asks for your category — plus the deterministic Agentic Score to measure and fix the gap.

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no login · public data only · results in ~10s

real radiografía · one questionour own site, day 1
someone asks

“What tools can help me track my AI referral traffic and share of voice?”

  • OpenAIChatGPTGoogle AnalyticsSEMrushAhrefs
  • ClaudeClaudeSemrushAhrefsSimilarweb
  • Google GeminiGeminiGoogle Analytics 4Otterly.AIPeec.ai
  • PerplexityPerplexitySemrushProfoundPeec AI
aiscoring.ionot mentioned — 0 of 4 models named us.

that's one question. your scan runs five, across all four models. how we ask

Measured acrossOpenAIChatGPTClaudeClaudeGoogle GeminiGeminiPerplexityPerplexity
  1. 1. Paste your site
  2. 2. We ask ChatGPT, Claude, Gemini & Perplexity about your category
  3. 3. See who the machines recommend — you or your rivals
01

Discovery

llms.txt, agent manifests, AI crawler access, structured data. Can agents find you?

02

Commerce

Parseable pricing, self-serve signup, machine-readable offers. Can agents buy?

03

Trust

SSR content, meta completeness, terms & privacy. Will agents recommend you?

What the Agentic Score measures

Twelve deterministic checks weighted by how much they change whether ChatGPT, Claude, Perplexity, or Gemini will surface and recommend your SaaS. Each check has a public methodology, an authoritative source, and a pass / partial / fail rule you can reproduce in a browser. Categories: Discovery (llms.txt, structured data, agent manifests), Crawler Access (robots.txt for AI bots, sitemap), Commerce (parseable pricing, self-serve signup), Metadata (title, description, machine-readable company info), Content Accessibility (server-rendered HTML), and Trust (Terms, Privacy, Security).

Why LLM visibility is the new SEO

Founders and buyers now start category research inside chatbots. If your homepage is a JavaScript shell, if your pricing is behind “book a demo”, if your structured data is missing, or if you block AI crawlers, the assistants literally cannot see you and cannot cite you. The result: a competitor with a worse product but a machine-legible website wins the recommendation. AIScoring makes the gap measurable and gives you a prioritized fix list you can ship in an afternoon.

the closing sniff

Trained to find what
the machines see.

AIScoring sniffs through ChatGPT, Claude, Perplexity and Gemini so you know exactly how AI sees your startup — before your buyers ask.

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Lola, the AIScoring mascot
OpenAIChatGPT
ClaudeClaude
Google GeminiGemini
PerplexityPerplexity

Lola · sniffing four machine minds