AI Visibility Scorecard
GBIF API
api.gbif.org · Technology
Somewhat visible. AI bots can read GBIF API, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#203,269 of 2,706,022 in Technology for AI visibility
46
AI Naming Predictability
iNamed sometimes · 46/100
More likely to be named than 97% of Technology companies
5
AEO Visibility
iBorderline · 5.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About GBIF API
from our crawl and measurement
GBIF API is a business whose own site puts it this way: "Please refer to the documentation on the GBIF website." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
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 5.2/10, GBIF API has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for GBIF API
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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 GBIF API.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/api-gbif-org
Cite this score: Engagemii (2026). "AEO Score for GBIF API." Retrieved from https://engagemii.com/aeo/brands/api-gbif-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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