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AI Visibility Scorecard
knotsoflove.org · non-profit organization management
Somewhat visible. AI bots can read Knots of Love, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#5,469 of 622,654 in Nonprofits for AI visibility
6.7
/10
AEO Score
from our crawl and measurement
Knots of Love is a Ashland, WI business whose own site puts it this way: "Charity providing knit and crochet beanies to people going through chemo and NICU blankets to babies. Over 695,000 handmade creations gifted since 2007." Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a workable page structure and a few credibility markers. What holds it back is structured data describing the business.
Off the page, other sites link to it and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
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.
How the web signals your brand to AI
Backlinks
10
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.
6
Reddit mentions and discussion.
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 6.7/10, Knots of Love has a working base to build on - fixable, and the signals above are where to start.
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Scored by Engagemii on July 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/knotsoflove-org
Cite this score: Engagemii (2026). "AEO Score for Knots of Love." Retrieved from https://engagemii.com/aeo/brands/knotsoflove-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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