AI Visibility Scorecard
Prehype — A group of entrepreneurs creating new ventures
prehype.com · Other
Borderline visible. AI bots can crawl Prehype — A group of entrepreneurs creating new ventures, 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.
AI engines read this profile 4 times
Claude · Meta AI
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Prehype — A group of entrepreneurs creating new ventures
from our crawl and measurement
"Prehype is a group of entrepreneurs who create new ventures, through Audos, Freespin, applied entrepreneurship, our EIR network, seed investing, and partner incubation." That is how Prehype A group of entrepreneurs creating new ventures introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion 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 3.5/10, Prehype — A group of entrepreneurs creating new ventures is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Prehype — A group of entrepreneurs creating new ventures
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/prehype
Cite this score: Engagemii (2026). "AEO Score for Prehype — A group of entrepreneurs creating new ventures." Retrieved from https://engagemii.com/aeo/brands/prehype
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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