AI Visibility Scorecard
auditvibes.com · Technology
Borderline visible. AI bots can crawl Code Audit Services, 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 1 times
Claude
#1,351,833 of 2,707,521 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
28
Muse Index Score
iAI agent readiness
Basic · 28/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Code Audit Services describes itself simply: "An independent review of your codebase, with findings ranked by what they cost you." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (WebPage, Service, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
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
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.
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 4.7/10, Code Audit Services is crawlable but under-signaled - fixable, and the signals above are where to start.
What does a code audit include?
Architecture and maintainability, security and access control, performance and scalability, dependency and third-party package risk, and test coverage.
How long does a code audit take?
About a week for a smaller codebase, longer where multiple services and environments are in scope.Most of the elapsed time is engineers reading code, not tooling. Static analysis and dependency scanning complete quickly and cover the mechanical layer; the judgement about whether an architecture will hold is the part that takes the time and the part worth paying for.
When should you get a code audit?
When a decision depends on knowing the real state of the system.
Can a code audit tell us whether to rewrite or refactor?
Yes, and it is one of the most valuable questions to point an audit at. Teams close to a system tend to propose rebuilding it, because the problems are vivid and the alternative is abstract.An audit tests whether the cost is coming from the architecture itself or from the practice around it — missing tests, no deployment pipeline, undocumented decisions.
Do you audit AI-generated code?
Yes, as a standard part of the audit rather than an add-on. The questions are where generated code entered the codebase, whether it went through the same review as hand-written code, and whether it carries the failure patterns typical of generated output.Those patterns are specific: plausible-looking error handling that swallows failures, duplicated logic that no longer shares a source of truth, and dependencies.
Is this your brand?
The exact fixes for Code Audit Services
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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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Scored by Engagemii on August 20, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/auditvibes
Cite this score: Engagemii (2026). "AEO Score for Code Audit Services." Retrieved from https://engagemii.com/aeo/brands/auditvibes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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