AI Visibility Scorecard
evolutionpumps.com · E-commerce
Borderline visible. AI bots can crawl Evolution Pumps Save on quality Evolution Pond Pumps and Evolution Filters, 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.
AI engines read this profile 2 times
Claude
#630,828 of 738,283 in E-commerce for AI visibility
78
AI Naming Predictability
iLikely to be named · 78/100
3
AEO Visibility
iNear-invisible · 3.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Evolution Pumps Save on quality Evolution Pond Pumps and Evolution Filters is a business whose own site puts it this way: "Evolution Pumps, a divison of Legendary Sale is your source for the complete line of quality and economical Evolution pond and water garden products." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.2 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.2/10, Evolution Pumps Save on quality Evolution Pond Pumps and Evolution Filters is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Evolution Pumps Save on quality Evolution Pond Pumps and Evolution Filters
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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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Scored by Engagemii on September 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/evolutionpumps
Cite this score: Engagemii (2026). "AEO Score for Evolution Pumps Save on quality Evolution Pond Pumps and Evolution Filters." Retrieved from https://engagemii.com/aeo/brands/evolutionpumps
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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