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AI Visibility Scorecard
Changedetection.io
lemonade.changedetection.io · Technology
Somewhat visible. AI bots can read Changedetection.io, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#627,637 of 2,641,189 in Technology for AI visibility
5.3
/10
AEO Score
About Changedetection.io
from our crawl and measurement
"Track website web-page changes and get instant notifications. An open-source alternative to Visualping and Distill.io." That is how Website change detection, monitoring, alerts, notifications, restock alerts introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found structured data on the page (Organization, Product) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
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
1
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
3
Forum and community discussion.
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 5.3/10, Changedetection.io has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Changedetection.io
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Changedetection.io.
Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lemonade-changedetection-io
Cite this score: Engagemii (2026). "AEO Score for Changedetection.io." Retrieved from https://engagemii.com/aeo/brands/lemonade-changedetection-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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