AI Visibility Scorecard
Directory Bear
dirbear.com · Media & Entertainment
Borderline visible. AI bots can crawl Directory Bear, 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
#848,875 of 1,966,424 in Media & Entertainment for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
45
Muse Index Score
iAI agent readiness
Transactable · 45/100
4
AI Adoption
iBasic · 4/100
About Directory Bear
from our crawl and measurement
Directory Bear describes itself simply: "Datasets for retrieval, fine-tuning and training: a distilled web corpus and AI-curated reference collections." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (CollectionPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion 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 4/10, Directory Bear is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Building with your own documents instead?
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The exact fixes for Directory Bear
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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 Directory Bear.
Source & Attribution
Scored by Engagemii on October 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dirbear
Cite this score: Engagemii (2026). "AEO Score for Directory Bear." Retrieved from https://engagemii.com/aeo/brands/dirbear
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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