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AI Visibility Scorecard
Brutal AI Feedback for Startup Ideas
dontbuildthis.com · Technology
Somewhat visible. AI bots can read Brutal AI Feedback for Startup Ideas, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#696,994 of 2,629,793 in Technology for AI visibility
5.2
/10
AEO Score
About Brutal AI Feedback for Startup Ideas
from our crawl and measurement
Brutal AI Feedback for Startup Ideas is a San Francisco, CA business whose own site puts it this way: "Get your startup idea roasted by AI. Fast, honest, and entertainingly brutal feedback to save you time and money." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, FAQPage, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
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 5.2/10, Brutal AI Feedback for Startup Ideas has a working base to build on - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dontbuildthis
Cite this score: Engagemii (2026). "AEO Score for Brutal AI Feedback for Startup Ideas." Retrieved from https://engagemii.com/aeo/brands/dontbuildthis
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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