AI Visibility Scorecard
Trustpilot
developers.trustpilot.com · Technology
Somewhat visible. AI bots can read Trustpilot, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude
#566,892 of 2,707,329 in Technology for AI visibility
86
AI Naming Predictability
iLikely to be named · 86/100
5
AEO Visibility
iBorderline · 5.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Trustpilot
from our crawl and measurement
Trustpilot describes itself simply: "You can use this documentation to learn about technical concepts, authentication and common errors for each Trustpilot API." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 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
Fair
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
Fair
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
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 5.3/10, Trustpilot has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Trustpilot
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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 Trustpilot.
Source & Attribution
Scored by Engagemii on October 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/developers-trustpilot
Cite this score: Engagemii (2026). "AEO Score for Trustpilot." Retrieved from https://engagemii.com/aeo/brands/developers-trustpilot
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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