AI visibility score
4.2/ 10Fair

#8,577 of 124,099 in Government & Public Sector

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Bollig Engineering

Bollig Engineering

Unclaimed

bollig-engineering.com · Government & Public Sector

Borderline visible. AI bots can crawl Bollig Engineering, 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 8 times

Meta AI · Claude · Perplexity

#8,577 of 124,099 in Government & Public Sector for AI visibility

0

AI Naming Predictability

i

Rarely named · 0/100

More likely to be named than 77% of Government & Public Sector companies

4

AEO Visibility

i

Borderline · 4.2/10

35

Muse Index Score

i

AI agent readiness

Agent-ready · 35/100

0

AI Adoption

i

None detected · 0/100

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About Bollig Engineering

from our crawl and measurement

Bollig Engineering is a business whose own site puts it this way: "Skip to content This week we are at the MN Wastewater Operators Asc." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.

On its own pages the site does well on a clear heading structure, a clearly stated business identity, visible credibility markers and sitemaps and entity links AI can follow. It is passable on some structured data and basic crawler access.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2007.

Industry · Government & Public Sector
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

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

Strong

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Strong

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 4.2/10, Bollig Engineering is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Bollig Engineering: How-To

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 August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/bollig-engineering

Cite this score: Engagemii (2026). "AEO Score for Bollig Engineering." Retrieved from https://engagemii.com/aeo/brands/bollig-engineering

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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