AI Visibility Scorecard
ito.ai · Technology
Borderline visible. AI bots can crawl AI Code Review that Runs Code, 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 5 times
Meta AI · Apple Intelligence · Claude · ShapBot
#727,477 of 2,704,641 in Technology for AI visibility
2
AI Naming Predictability
iRarely named · 2/100
Technology average 28
Top 20% of Technology
See what's behind this score →5
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships · Technology average 4
See what's behind this score →75
Muse Index Score
iAI agent readiness
Transactable · 75/100
Technology average 17
See what's behind this score →4
from our crawl and measurement
AI Code Review that Runs Code is a business whose own site puts it this way: "Catch 30% more bugs with runtime evidence. AI Code Review understands your codebase and user flows. Automate PR reviews, catch bugs earlier, and improve quality." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (Organization, WebSite, FAQPage), an llms.txt file for AI models and a sitemap.
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
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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
Fair
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.6/10, AI Code Review that Runs Code is crawlable but under-signaled - fixable, and the signals above are where to start.
Does Ito access our source code?
Ito never stores your code. Our QA Agent deploys your application in an isolated, single-use sandbox environment to perform secure code execution. We test rigorously using computer-use agents and are currently pursuing SOC 2 compliance to ensure enterprise-grade security for every pull request test.
How does Ito handle authenticated user flows?
Ito is designed for complex behavioral user flows. It supports test environment credentials for flows that require multi-factor authentication or secure logins. You provide the credentials, and the QA Agent handles session management automatically, validating your application’s behavior just like a real user.
How long does setup take?
We offer an autonomous, scriptless setup. Connect your GitHub repository and Ito’s Agentic QA platform maps your application logic instantly. It creates code-aware testing plans with no manual setup required, though you can always add custom variables, secrets, and test data for deeper validation.
How is Ito different from code review tools like Cursor's bugbot, Greptile, or Coderabbit?
Those tools rely on static analysis to study your code. Ito is an execution-based QA Agent. While static analysis catches syntax or code-level issues, Ito catches behavioral regressions by actually running your app. It finds the "runtime" bugs—like broken UI logic or failed API integrations—that static tools simply cannot see.
How is Ito different from testing frameworks like Playwright or Cypress?
Playwright and Cypress are automated QA frameworks that require engineers to write and maintain brittle E2E test scripts. When your UI changes, those scripts break. Ito is the evolution of automated testing; it generates test cases from your app’s actual behavior. It provides scriptless end-to-end validation that adapts automatically as your UI evolves, eliminating the "maintenance tax."
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The exact fixes for AI Code Review that Runs Code
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ito-ai
Cite this score: Engagemii (2026). "AEO Score for AI Code Review that Runs Code." Retrieved from https://engagemii.com/aeo/brands/ito-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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