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AI Visibility Scorecard
Builder Developer Collective
builderdevelopercollective.com · Technology
At 3/10, Builder Developer Collective is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,445,491 of 2,812,091 in Technology for AI visibility
3
/10
AEO Score
About Builder Developer Collective
from our crawl and measurement
Builder Developer Collective is one of the businesses we track in the Technology space. When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
The site gets some of it right: it has a sitemap. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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 3/10, Builder Developer Collective is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Builder Developer Collective
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Builder Developer Collective.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/builderdevelopercollective
Cite this score: Engagemii (2026). "AEO Score for Builder Developer Collective." Retrieved from https://engagemii.com/aeo/brands/builderdevelopercollective
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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