AI Visibility Scorecard
Tentaro
codeqa.ai · Technology
Somewhat visible. AI bots can read Tentaro, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 14 times
Meta AI · Claude · Apple Intelligence · ChatGPT
#154,696 of 2,707,444 in Technology for AI visibility
6
AEO Visibility
iVisible · 6/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
30
AI Adoption
iBasic · 30/100
About Tentaro
from our crawl and measurement
CodeQA describes itself simply: "Tentaro is an on-prem AI-powered code context that keeps code inside your company while delivering semantic search and insights across indexed multi-repositories." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (SoftwareApplication, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 7 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 6/10, Tentaro has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How does Tentaro work?
Tentaro isn’t a fancy search engine. It’s an AI-powered retrieval system that delivers exactly what you need, when you need it.Indexes your knowledgeTentaro builds an internal knowledge base that’s grounded in your actual codebase.Understands your questionRetrieves contextually relevant solutions, not just files.Refines responsesUses AI to improve answers over time with user feedback.
Is this your brand?
The exact fixes for Tentaro
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Tentaro.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codeqa-ai
Cite this score: Engagemii (2026). "AEO Score for Tentaro." Retrieved from https://engagemii.com/aeo/brands/codeqa-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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