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Shiplight AI — AI Testing Platform for AI Coding Agents
AEO Score: 4.7/10
Monitoring for AI engine activity
In the Engagemii AEO index
#1,114,081 of 3,797,939 in Technology for AI visibility
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. Two-thirds of websites are invisible to them. Shiplight AI — AI Testing Platform for AI Coding Agents just got measured.
4.7/10 means Shiplight AI — AI Testing Platform for AI Coding Agents is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Shiplight AI — AI Testing Platform for AI Coding Agents
The agentic AI testing platform for AI coding agents. Auto-generate self-healing E2E tests via MCP, verify in a real browser, ship with near-zero maintenance.
Key Topics
Details
AI Visibility Breakdown
9
Structured Data
9
Content Structure
7
Entity Clarity
5
E-E-A-T Signals
6
Technical AEO
5
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Source & Attribution
Scored by Engagemii on July 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/shiplight-ai
Cite this score: Engagemii (2026). "AEO Score for Shiplight AI — AI Testing Platform for AI Coding Agents." Retrieved from https://engagemii.com/aeo/brands/shiplight-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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