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AI Visibility Scorecard
actenon.com · Other
Borderline visible. AI bots can crawl GitHub - Actenon/actenon-scan: Find where agent-controlled intent reaches consequential actions without an authority che, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
8
AI Adoption
iBasic · 8/100
from our crawl and measurement
"Find where agent-controlled intent reaches consequential actions without an authority check. Python + TypeScript + Go. Zero-dependency SAST for AI agents. - Actenon/actenon-scan." That is how GitHub introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4/10, GitHub - Actenon/actenon-scan: Find where agent-controlled intent reaches consequential actions without an authority che is crawlable but under-signaled - fixable, and the signals above are where to start.
How to generate a fix?
actenon-scan fix path/to/file.py:42 # auto-select mode, print diff actenon-scan fix path/to/file.py:42 --mode guard # repository-native guard actenon-scan fix path/to/file.py:42 --mode approval # framework approval actenon-scan fix path/to/file.py:42 --mode actenon # Actenon proof verification actenon-scan fix path/to/file.py:42 --apply # write the change Remediation is offered in neutral order: repository-native.
How to add it to a PR?
GitHub Action (sticky comment + SARIF, zero config) # .github/workflows/actenon-scan.yml name: actenon-scan on: pull_request: push: branches: [main] schedule: - cron: '0 6 * * *' jobs: scan: runs-on: ubuntu-latest permissions: pull-requests: write # for the sticky comment security-events: write # for SARIF upload to Security tab contents: read steps: - uses: actions/checkout@v4 with: fetch-depth: 0 # required for.
How to export reports?
actenon-scan scan . --format html --output report.html # self-contained HTML actenon-scan scan . --format markdown --output report.md # GitHub issue / PR actenon-scan scan . --format sarif --output report.sarif # GitHub code scanning actenon-scan scan . --format list # old linter-style list actenon-scan scan .
How to suppress or baseline known findings?
# Suppress a single finding inline — BOTH syntaxes are accepted: # actenon-scan: ignore[REPOSITORY-MUTATION] # actenon-scan: suppress REPOSITORY-MUTATION # Baseline known findings: actenon-scan scan . --baseline known-findings.json # Generate a baseline from the current scan (locks in today's findings # so only NEW findings appear in future scans): actenon-scan baseline . --output known-findings.json
How to configure custom guards?
# Register a guard by name without a config file: actenon-scan scan . --guard my_authorize --guard require_permission # Or use a config file: actenon-scan scan . --config actenon-scan.json actenon-scan init --format json # write a default config Custom sinks and reachability signals (config-only, no code changes) You can extend detection without forking the repo.
Is this your brand?
The exact fixes for GitHub - Actenon/actenon-scan: Find where agent-controlled intent reaches consequential actions without an authority che
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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 September 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/actenon
Cite this score: Engagemii (2026). "AEO Score for GitHub - Actenon/actenon-scan: Find where agent-controlled intent reaches consequential actions without an authority che." Retrieved from https://engagemii.com/aeo/brands/actenon
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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