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AI Visibility Scorecard
The Pump House
pumpjoy.com · Nonprofits
Somewhat visible. AI bots can read The Pump House, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#178,075 of 750,773 in Nonprofits for AI visibility
5.4
/10
AEO Score
About The Pump House
from our crawl and measurement
The Pump House is a Grand Rapids, MI business whose own site puts it this way: "Pump House Frozen Yogurt. The Pump House is a modern day soda shop, if the soda shop had artisanal yogurt, gelato, sorbet and custard and a mountain of crazy toppings." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
5
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
9
Inbound links from other sites.
Domain Trust
1
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.
0
No Reddit mentions 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 5.4/10, The Pump House has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for The Pump House
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pumpjoy
Cite this score: Engagemii (2026). "AEO Score for The Pump House." Retrieved from https://engagemii.com/aeo/brands/pumpjoy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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