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AI Visibility Scorecard

Marner + Marner

Marner + Marner

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marnerandmarner.com · Legal

Borderline visible. AI bots can crawl Marner + Marner, 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 1 times

Apple Intelligence

#198,175 of 358,113 in Legal for AI visibility

4.4

/10

AEO Score

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About Marner + Marner

from our crawl and measurement

Marner + Marner is a business whose own site puts it this way: "We design sustainable solutions to create beautiful, healthy, comfortable, and energy efficient homes." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.

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

Industry · Legal
Last scored · Aug 9, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

10

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

7

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

AI Discoverability

8

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 4.4/10, Marner + Marner is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Marner + Marner

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Marner + Marner: 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 9, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Marner + Marner." Retrieved from https://engagemii.com/aeo/brands/marnerandmarner

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

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