AI Visibility Scorecard
SonarSource
code-quality.io · Technology
Borderline visible. AI bots can crawl SonarSource, 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 2 times
Claude
#1,684,455 of 2,707,329 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
14
AI Adoption
iBasic · 14/100
About SonarSource
from our crawl and measurement
"Discover in-depth software reviews, expert comparisons & top-rated tools to help you find the best solutions for your business needs." That is how SonarSource introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Our crawl found structured data on the page (WebPage, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Weak
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.
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 4.3/10, SonarSource is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Graphite vs AI code review tools: which workflow scales better?
AI code review tools focus more on what happens inside those pull requests. They analyze changes for bugs, security problems, logic errors, performance issues, and other risks.
CodeRabbit alternatives and pricing: which AI code review tool is best?
Gitar stands out because the workflow doesn't have to end when an issue is identified.
SonarQube vs Mend in 2026: Which Developer Security Platform Is Better?
For engineering organizations looking for a single developer platform that improves code quality and security before code reaches production, SonarQube is the stronger choice.
Is this your brand?
The exact fixes for SonarSource
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 SonarSource.
Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/code-quality-io
Cite this score: Engagemii (2026). "AEO Score for SonarSource." Retrieved from https://engagemii.com/aeo/brands/code-quality-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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