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AI Visibility Scorecard
The data layer AI inference deserves
sturdyai.com · Technology
Somewhat visible. AI bots can read The data layer AI inference deserves, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Meta AI
#311,149 of 2,640,789 in Technology for AI visibility
5.8
/10
AEO Score
About The data layer AI inference deserves
from our crawl and measurement
The data layer AI inference deserves, based in Portland, OR, describes itself simply: "Sturdy is an AI platform for account reviews and account intelligence. It combines CRM metadata with customer conversations across email, calls, tickets, and chat, and lets teams query." Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
10
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
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
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 5.8/10, The data layer AI inference deserves has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The data layer AI inference deserves
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.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sturdyai
Cite this score: Engagemii (2026). "AEO Score for The data layer AI inference deserves." Retrieved from https://engagemii.com/aeo/brands/sturdyai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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