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AI Visibility Scorecard
Find DevTools bugs
bugs.firefox-dev.tools · Technology
Borderline visible. AI bots can crawl Find DevTools bugs, 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 2 times
Claude
#1,339,529 of 2,623,115 in Technology for AI visibility
4.6
/10
AEO Score
About Find DevTools bugs
from our crawl and measurement
"Browse the code File a bug Twitter Good first bugs Mentored bugs All tools Help make this page more awesome: GitHub repo." That is how Find DevTools bugs introduces itself. When AI engines look at it, they find little to work with. It scores 4.6 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
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
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
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
1
Forum and community discussion.
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, Find DevTools bugs is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Find DevTools bugs
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/bugs-firefox-dev-tools
Cite this score: Engagemii (2026). "AEO Score for Find DevTools bugs." Retrieved from https://engagemii.com/aeo/brands/bugs-firefox-dev-tools
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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