AI visibility score
5.5/ 10Fair
As of 2026-08-02 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Oak Harbor Freight Lines, Inc.

Oak Harbor Freight Lines, Inc.

Unclaimed

oakh.com · Other

Somewhat visible. AI bots can read Oak Harbor Freight Lines, Inc., but it is missing signals that would get it named ahead of competitors.

AI engines read this profile 8 times

Claude · Meta AI · ChatGPT · Apple Intelligence

88

AI Naming Predictability

i

AI names companies like this often · 88/100

Average 15

Top 1% of Other

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6

AEO Visibility

i

Borderline · 5.5/10

Average 4.1

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-

Network Authority

i

Not connected yet

Average 0.0

0 relationships · Average 3

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0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

Average 16

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0

AI Adoption

i

None detected · 0/100

Average 0

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About Oak Harbor Freight Lines, Inc.

from our crawl and measurement

Oak Harbor Freight Lines, Inc. describes itself simply: "Oak Harbor Freight Lines Inc (OHFL) is a highly respected leading west regional LTL carrier serving points throughout the States of Arizona, California, Idaho, Nevada, Oregon and." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).

Company ·
Oak Harbor Freight Lines, Inc.
Website ·
oakh.com
Industry ·
Other
Location ·
Auburn, Washington
Site status ·
Live (The website showed an active business site when last checked (Aug 26, 2026).)
Last scored ·
Aug 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

Clear headings and answer-style content.

Entity Clarity

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Good

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

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 read your site and name it in answers. At 5.5/10, Oak Harbor Freight Lines, Inc. has a working base to build on - fixable, and the signals above are where to start.

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Picked for Oak Harbor Freight Lines, Inc.: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Oak Harbor Freight Lines, Inc.." Retrieved from https://engagemii.com/aeo/brands/oakh

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

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