AI Visibility Scorecard
CompletionKit: test and improve your AI app
completionkit.com · Technology
Borderline visible. AI bots can crawl CompletionKit: test and improve your AI app, 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 7 times
Meta AI · Claude · ShapBot
#860,026 of 2,705,505 in Technology for AI visibility
2
4
AEO Visibility
iBorderline · 4.2/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
4
AI Adoption
iBasic · 4/100
About CompletionKit: test and improve your AI app
from our crawl and measurement
"Prompt evaluation and improvement loop for AI apps. Run prompts against real inputs, score every output with an LLM judge, ship only what improved." That is how CompletionKit: test and improve your AI app introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
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 once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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 4.2/10, CompletionKit: test and improve your AI app is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for CompletionKit: test and improve your AI app
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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.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/completionkit
Cite this score: Engagemii (2026). "AEO Score for CompletionKit: test and improve your AI app." Retrieved from https://engagemii.com/aeo/brands/completionkit
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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