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AI Visibility Scorecard
Codectopus
codectopus.com · Technology
Borderline visible. AI bots can crawl Codectopus, 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 3 times
Claude · Apple Intelligence · Meta AI
#2,097,088 of 2,636,134 in Technology for AI visibility
3.5
/10
AEO Score
About Codectopus
from our crawl and measurement
"Keep client projects stable and on schedule. Analyze repositories, detect technical debt, and get weekly AI-guided improvement plans that prevent delivery delays and protect client trust." That is how Codectopus introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite, Organization, SoftwareApplication) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.5/10, Codectopus is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Codectopus?
Codectopus is a developer tool that analyzes your repositories to uncover technical debt, measure code quality, check dependencies, and generate missing documentation with the help of AI.
How does it integrate with my code?
Codectopus connects to your GitHub repositories via a secure GitHub App. No local setup or manual uploads are required.
Do you store my code?
No. Codectopus only reads repository content through GitHub's API. We don't store your source code — only analysis results and metadata are saved.
What languages are supported?
We currently support JavaScript/TypeScript, Python, Go, Java, C#, Ruby, and PHP, with more languages being added regularly based on community feedback.
How accurate is the AI review?
AI reviews highlight potential issues, missing tests, and documentation gaps. They're not meant to replace code review by humans but to save time by surfacing common problems early.
Can Codectopus analyze pull requests (PRs)?
Yes. Codectopus automatically reviews changed files in your PRs and posts structured feedback directly in GitHub.
Is there a free plan?
Yes. Codectopus offers a 2-month free trial that requires a credit card. The trial automatically includes the first 2 months of your chosen discounted plan, so you get full access to all features without any upfront payment.
What happens if I exceed my plan limits?
You will still keep access to your data, but new analyses, reviews, documentation, and ongoing AI reviews will be paused until you upgrade or free up capacity.
Is this your brand?
The exact fixes for Codectopus
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Codectopus.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codectopus
Cite this score: Engagemii (2026). "AEO Score for Codectopus." Retrieved from https://engagemii.com/aeo/brands/codectopus
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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