AI Visibility Scorecard
kumigrid.com · Home & Living
Borderline visible. AI bots can crawl Kumigrid, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,195,197 of 1,378,178 in Home & Living for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
Home & Living average 5
Top 4% of Home & Living
See what's behind this score →4
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0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Home & Living average 21
See what's behind this score →0
0
from our crawl and measurement
"Nine pipe connectors, one pipe size. Pick a project, get a priced parts list, build it in a weekend." That is how Kumigrid From sketch to structure introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.5/10, Kumigrid is crawlable but under-signaled - fixable, and the signals above are where to start.
What will you build?
Every project comes with a full parts list, priced. $128 Backyard greenhouse 2 days · Medium · 42 parts $52 Garage workbench 1 afternoon · Easy · 18 parts $42 Living room shelving 1 afternoon · Easy · 14 parts $36 Standing desk 2 hours · Easy · 12 parts $24 Raised garden beds 2 hours · Easy · 8 parts $66 Van bed platform 1 day · Medium · 22 parts $72 Tool wall 2 hours · Easy · 24 parts $78 Market stall 1 day ·.
Is this your brand?
The exact fixes for Kumigrid
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kumigrid
Cite this score: Engagemii (2026). "AEO Score for Kumigrid." Retrieved from https://engagemii.com/aeo/brands/kumigrid
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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