AI visibility score
4.7/ 10Fair

▼ 1.3 since Jul 2026

#152,741 of 365,677 in Automotive

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

AI Visibility Scorecard

Howards Small Engine

Howards Small Engine

Unclaimed

howardssmallengine.com · Automotive

Borderline visible. AI bots can crawl Howards Small Engine, 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 6 times

Meta AI · Claude · ChatGPT

#152,741 of 365,677 in Automotive for AI visibility

5

AEO Visibility

i

Borderline · 4.7/10

10

Muse Index Score

i

AI agent readiness

Basic · 10/100

0

AI Adoption

i

None detected · 0/100

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About Howards Small Engine

from our crawl and measurement

Howards Small Engine describes itself simply: "Howards Small Engine Repair Shop Locally owned and family operated to service all your small engine needs. Small EngineRepair Shop." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.

On its own pages the site does well on crawler access and the files AI engines look for. It is passable on a workable page structure, a partly stated business identity and partial sitemap and link coverage. What holds it back is structured data describing the business and credibility markers like credentials or reviews.

Off the page there is only faint evidence that only a handful of 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). There is not much on the page to read either, about 122 words.

Industry · Automotive
Last scored · Jul 31, 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

Good

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

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 4.7/10, Howards Small Engine is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Howards Small Engine: 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/howardssmallengine

Cite this score: Engagemii (2026). "AEO Score for Howards Small Engine." Retrieved from https://engagemii.com/aeo/brands/howardssmallengine

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

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