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AI Visibility Scorecard

McFarlane-King Agency

McFarlane-King Agency

Unclaimed

mkainsurance.com · Finance & Insurance

Somewhat visible. AI bots can read McFarlane-King Agency, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 4 times

Apple Intelligence · Claude

#166,175 of 762,733 in Finance & Insurance for AI visibility

5

AEO Visibility

i

Borderline · 5.2/10

45

Muse Index Score

i

AI agent readiness

Agent-ready · 45/100

0

AI Adoption

i

None detected · 0/100

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About McFarlane-King Agency

from our crawl and measurement

McFarlane-King Agency is a Garden City, MI business whose own site puts it this way: "McFarlane-King Agency is an independent insurance agency serving residents and business owners of Michigan since 1958, providing personal and commercial insurance coverage at affordable." Its AI visibility score is 5.2 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 clearly stated business identity and crawler access and the files AI engines look for. It is passable on a few credibility markers. What holds it back is structured data describing the business, a heading structure that lays out what it offers and sitemaps and entity links AI can follow.

Off the page, other sites link to it. Beyond that, the domain does not yet read as established, 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). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 1958.

Industry · Finance & Insurance
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

9

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

10

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

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

8

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.

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 5.2/10, McFarlane-King Agency has a working base to build on - fixable, and the signals above are where to start.

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Picked for McFarlane-King Agency: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

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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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/mkainsurance

Cite this score: Engagemii (2026). "AEO Score for McFarlane-King Agency." Retrieved from https://engagemii.com/aeo/brands/mkainsurance

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

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