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AI Visibility Scorecard
indie FDE
indiefde.com · Technology
Borderline visible. AI bots can crawl indie FDE, 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
#1,508,376 of 2,832,205 in Technology for AI visibility
4.6
/10
AEO Score
About indie FDE
from our crawl and measurement
indie FDE is a business whose own site puts it this way: "indie FDE is the platform for solo Forward Deployed Engineers. Hosted agents, cloud computers, chat UIs, and Stripe payouts. Build vertical AI agents solo and own the revenue." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
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
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 4.6/10, indie FDE is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for indie FDE
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.
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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/indiefde
Cite this score: Engagemii (2026). "AEO Score for indie FDE." Retrieved from https://engagemii.com/aeo/brands/indiefde
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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