AI Visibility Scorecard
Leading Water Pump Manufacturer in USA | Packaged Pump Systems & Boosters
tigerflow.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Leading Water Pump Manufacturer in USA | Packaged Pump Systems & Boosters, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · Meta AI · Apple Intelligence
#16,576 of 267,651 in Manufacturing & Industrial for AI visibility
6
AEO Visibility
iVisible · 6/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Leading Water Pump Manufacturer in USA | Packaged Pump Systems & Boosters
from our crawl and measurement
"Looking for a reliable water pump manufacturer? TIGERFLOW provides packaged pumping systems, variable speed boosters, and fire pump solutions across the USA." That is how Tigerflow introduces itself. Its AI visibility score is 6.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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.
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 6/10, Leading Water Pump Manufacturer in USA | Packaged Pump Systems & Boosters has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tigerflow
Cite this score: Engagemii (2026). "AEO Score for Leading Water Pump Manufacturer in USA | Packaged Pump Systems & Boosters." Retrieved from https://engagemii.com/aeo/brands/tigerflow
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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