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AI Visibility Scorecard

Mullen For Montana

Mullen For Montana

Unclaimed

jessejamesmullen.com · Technology

Somewhat visible. AI bots can read Mullen For Montana, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 7 times

Meta AI · Claude · Apple Intelligence

#87,035 of 2,652,880 in Technology for AI visibility

6.5

/10

AEO Score

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About Mullen For Montana

from our crawl and measurement

Mullen For Montana is a Deer Lodge, MT business whose own site puts it this way: "Jesse James Mullen for Secretary of State - Montana - Join Jesse as he kicks political games out of Helena." Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data. What holds it back is credibility markers like credentials or reviews.

Off the page, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Technology
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

8

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

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 Authority

1

Established authority for your domain.

Reference Presence

10

Recognized in AI knowledge graphs.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 6.5/10, Mullen For Montana has a working base to build on - fixable, and the signals above are where to start.

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Picked for Mullen For Montana: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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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/jessejamesmullen

Cite this score: Engagemii (2026). "AEO Score for Mullen For Montana." Retrieved from https://engagemii.com/aeo/brands/jessejamesmullen

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

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