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AI Visibility Scorecard

MDP Timber

MDP Timber

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mdptimber.com · Food & Beverage

Borderline visible. AI bots can crawl MDP Timber, 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

#1,066,516 of 1,353,480 in Food & Beverage for AI visibility

3.2

/10

AEO Score

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About MDP Timber

from our crawl and measurement

"We are a Florida-based company, Our entire collection of Dining Tables, Farmhouse Tables, and Bars is built by hand by Marlin." That is how MDP Timber of Ft. Lauderdale, FL introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.2 out of 10.

The site gets some of it right: it has structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap. What holds it back is what is absent, including an llms.txt file, a heading structure that lays out what it offers.

Industry · Food & Beverage
Last scored · Jul 31, 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

6

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

3

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, MDP Timber is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for MDP Timber

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for MDP Timber: 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/mdptimber

Cite this score: Engagemii (2026). "AEO Score for MDP Timber." Retrieved from https://engagemii.com/aeo/brands/mdptimber

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

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