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CitationDesk

Is Groq cited by AI? Its AI Visibility Score is 30/100

Groq (groq.com) is fast LLM inference. CitationDesk ran one crawl and scored how ready it is to be cited by ChatGPT, Claude, Perplexity & Gemini — across three pillars. Last scored 2026-09-05.

Visibility Score

groq.com

30

WEAK — room to improve

AI Visibility

9

Search

70

Convert

30

Highest-leverage fix for Groq

Entity Coherence: Add Organization schema in <head> on every page.

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AI VisibilityAI wedge

9/100

GEO Readiness

0.2

Fix: Render core content in first-paint HTML — words added by client-side JS are invisible to most AI crawlers.

Dual Fit

0.5

Fix: Open the first paragraph with a quote-ready fact, definition, or statistic.

Entity Coherence

0.0

Fix: Add Organization schema in <head> on every page.

Bot-Crawl Health

0.6

Fix: Create /llms.txt with a site summary + priority URLs (Anthropic + OpenAI + Perplexity convention).

Search Foundation

70/100

SEO Foundation

0.7

Fix: Use exactly one <h1>. Currently 0.

Convert

30/100

Conversion Readiness

0.3

Fix: Add a lead-capture form or email input so visitors can convert.

Score is heuristic, computed from public on-page signals at 2026-09-05; not affiliated with Groq. Methodology: how the score works.