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AI Visibility Scorecard
Andy Perrin Product Marketing
andyperrin.com · Professional Services
Borderline visible. AI bots can crawl Andy Perrin Product Marketing, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#203,651 of 477,948 in Professional Services for AI visibility
4.7
/10
AEO Score
About Andy Perrin Product Marketing
from our crawl and measurement
Andy Perrin Product Marketing, based in Little Chalfont, ENG, describes itself simply: "Drive growth with expert product marketing. Andy Perrin helps B2B tech companies refine messaging, enable sales, and launch products successfully." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.7/10, Andy Perrin Product Marketing is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Andy Perrin Product Marketing
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Andy Perrin Product Marketing.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/andyperrin
Cite this score: Engagemii (2026). "AEO Score for Andy Perrin Product Marketing." Retrieved from https://engagemii.com/aeo/brands/andyperrin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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