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AI Visibility Scorecard
LaunchDarkly
launchdarkly.com · Technology
Somewhat visible. AI bots can read LaunchDarkly, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 43 times
Meta AI · ChatGPT · Apple Intelligence · Amazon Alexa
#24,884 of 2,654,624 in Technology for AI visibility
7
/10
AEO Score
About LaunchDarkly
from our crawl and measurement
LaunchDarkly is a Oakland, CA business whose own site puts it this way: "LaunchDarkly helps teams safely manage code and AI agents in production with feature flags, progressive delivery, automated rollback, and runtime control." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.0 out of 10.
Our crawl found structured data on the page (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 13 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
5
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
1
Press and news coverage.
Community
8
Forum and community discussion.
Social Mentions
3
Social discussion and mentions.
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 7/10, LaunchDarkly has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for LaunchDarkly
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/launchdarkly
Cite this score: Engagemii (2026). "AEO Score for LaunchDarkly." Retrieved from https://engagemii.com/aeo/brands/launchdarkly
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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