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AI Visibility Scorecard
434.co · Government & Public Sector
Borderline visible. AI bots can crawl start something awesome, 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 6 times
Claude · Apple Intelligence · ChatGPT · Meta AI
#52,860 of 107,684 in Government & Public Sector for AI visibility
4.8
/10
AEO Score
from our crawl and measurement
start something awesome is a Charlottesville, VA business whose own site puts it this way: "To date, we have been lucky to work with nearly 60 startups led by over 105 founders." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
1
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
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 4.8/10, start something awesome is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for start something awesome
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 start something awesome.
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/434-co
Cite this score: Engagemii (2026). "AEO Score for start something awesome." Retrieved from https://engagemii.com/aeo/brands/434-co
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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