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AI Visibility Scorecard
Operative: Browser agents to test your coding agent's changes
operative.sh · computer software
At 3/10, Operative: Browser agents to test your coding agent's changes is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 2 times
Claude
#2,402,692 of 2,762,374 in Technology for AI visibility
3
/10
AEO Score
About Operative: Browser agents to test your coding agent's changes
from our crawl and measurement
"Browser agents to test your coding agent's changes. Build, iterate, and deploy with AI that writes and tests your app as it's developed." That is how Operative: Browser agents to test your coding agent's changes introduces itself. When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
The site gets some of it right: it has a sitemap. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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 Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3/10, Operative: Browser agents to test your coding agent's changes is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Operative: Browser agents to test your coding agent's changes
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/operative-sh
Cite this score: Engagemii (2026). "AEO Score for Operative: Browser agents to test your coding agent's changes." Retrieved from https://engagemii.com/aeo/brands/operative-sh
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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