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AI Visibility Scorecard

Stephens, McCarthy, Lancaster LLC

Stephens, McCarthy, Lancaster LLC

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stephens-mccarthy.com · Technology

Borderline visible. AI bots can crawl Stephens, McCarthy, Lancaster 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#2,219,788 of 2,636,505 in Technology for AI visibility

3.2

/10

AEO Score

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About Stephens, McCarthy, Lancaster LLC

from our crawl and measurement

Stephens, McCarthy, Lancaster LLC is a Petaluma, CA business whose own site puts it this way: "As the demands on our energy infrastructure grow and technology advances, it’s crucial for utilities to adapt and evolve." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.

Our crawl found structured data on the page (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.

Industry · Technology
Last scored · Aug 18, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

1

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 3.2/10, Stephens, McCarthy, Lancaster LLC is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Stephens, McCarthy, Lancaster 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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Source & Attribution

Scored by Engagemii on August 18, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/stephens-mccarthy

Cite this score: Engagemii (2026). "AEO Score for Stephens, McCarthy, Lancaster LLC." Retrieved from https://engagemii.com/aeo/brands/stephens-mccarthy

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

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