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AI Visibility Scorecard

MDPC

MDPC

Unclaimed
⚠ Identity mismatch

montgomerypackaging.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl MDPC, 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 4 times

Apple Intelligence · Claude · Meta AI

#104,211 of 237,152 in Manufacturing & Industrial for AI visibility

4.8

/10

AEO Score

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About MDPC

from our crawl and measurement

"Leading industrial packaging supplier for global flavor producers and manufacturers. At the Montgomery Packaging and Design Company, we specialize in providing FDA compliant products." That is how MDPC introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.

Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Manufacturing & Industrial
Last scored · Aug 7, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

7

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

10

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

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

5

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 4.8/10, MDPC is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for MDPC

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for MDPC: 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 7, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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