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AI Visibility Scorecard
PromptLayer
promptlayer.com · Technology
Somewhat visible. AI bots can read PromptLayer, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
ChatGPT · Apple Intelligence · Claude
#33,765 of 2,586,677 in Technology for AI visibility
6.9
/10
AEO Score
About PromptLayer
from our crawl and measurement
PromptLayer is a business whose own site puts it this way: "PromptLayer is the prompt management platform for AI teams. Version prompts, run LLM evals, and monitor agents in production with tracing, logs, and regression sets." Its AI visibility score is 6.9 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
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
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
6
Forum and community discussion.
1
Reddit mentions and discussion.
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 6.9/10, PromptLayer has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for PromptLayer
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/promptlayer
Cite this score: Engagemii (2026). "AEO Score for PromptLayer." Retrieved from https://engagemii.com/aeo/brands/promptlayer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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