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AI Visibility Scorecard
neumannco.com · Home & Living
Borderline visible. AI bots can crawl Neumann Company Contractors, 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 1 times
Claude
#958,676 of 1,244,256 in Home & Living for AI visibility
3.6
/10
AEO Score
from our crawl and measurement
Neumann Company Contractors is a Merrillan, WI business whose own site puts it this way: "Skip to content Comprehensive Water Tank Services You Can Count On From precision painting to structural repairs and everything in between, we’ve been getting it right since the 1930s." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a sitemap.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
4
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
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.6/10, Neumann Company Contractors is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Neumann Company Contractors
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/neumannco
Cite this score: Engagemii (2026). "AEO Score for Neumann Company Contractors." Retrieved from https://engagemii.com/aeo/brands/neumannco
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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