AI visibility score
6.2/ 10Good

▼ 0.8 since Jun 2026

#29,423 of 792,988 in Finance & Insurance

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Crane & Heavy Equipment Financing

Crane & Heavy Equipment Financing

Unclaimed

harryfry.com · Finance & Insurance

Somewhat visible. AI bots can read Crane & Heavy Equipment Financing, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 6 times

Claude · Meta AI

#29,423 of 792,988 in Finance & Insurance for AI visibility

6

AEO Visibility

i

Visible · 6.2/10

40

Muse Index Score

i

AI agent readiness

Agent-ready · 40/100

0

AI Adoption

i

None detected · 0/100

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About Crane & Heavy Equipment Financing

from our crawl and measurement

Crane & Heavy Equipment Financing is a West Newbury, MA business whose own site puts it this way: "The only finance source 100% dedicated to the crane and heavy lifting industry. Since 1995, Harry Fry & Associates has funded over $1.5B in equipment loans, TRAC leases, and custom." Its AI visibility score is 6.2 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, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data, a workable page structure and a few credibility markers.

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 1995.

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

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

Clear headings and answer-style content.

Entity Clarity

Good

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

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 6.2/10, Crane & Heavy Equipment Financing has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

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Picked for Crane & Heavy Equipment Financing: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Crane & Heavy Equipment Financing." Retrieved from https://engagemii.com/aeo/brands/harryfry

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

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