AI visibility score
3.6/ 10Weak

#465,914 of 738,818 in E-commerce

As of 2026-08-11 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Parts Solution Group, LLC

Parts Solution Group, LLC

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partssolutiongroup.com · E-commerce

Borderline visible. AI bots can crawl Parts Solution Group, LLC, 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.

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AI engines read this profile 5 times

Meta AI · Claude · ShapBot · Perplexity

#465,914 of 738,818 in E-commerce for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 50% of E-commerce

4

AEO Visibility

i

Near-invisible · 3.6/10

40

Muse Index Score

i

AI agent readiness

Transactable · 40/100

0

AI Adoption

i

None detected · 0/100

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About Parts Solution Group, LLC

from our crawl and measurement

Parts Solution Group is a Walnut Creek, CA business whose own site puts it this way: "Parts Solution Group | The place where the quality and savings meet.Parts Solution Group is your one-stop shop for all residential appliances and HVAC replacement parts." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.

On the page, the fundamentals are in place: structured data on the page (Organization, Website, PostalAddress), an llms.txt file for AI models, a sitemap.

Industry · E-commerce
Last scored · Aug 11, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Strong

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

Good

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 3.6/10, Parts Solution Group, LLC is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for Parts Solution Group, LLC: 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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Free signup unlocks the full article plus your personalized AEO fix list for Parts Solution Group, LLC.

Parts Solution Group, LLC lists 1,000+ products, 303 in stock, priced 0.00 to 1,700.00.

Show 500 of 1,000+ products

The full list of every product we captured is in the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Parts Solution Group, LLC." Retrieved from https://engagemii.com/aeo/brands/partssolutiongroup

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

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