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AI Visibility Scorecard

Meszaros Engineering, PLLC

Meszaros Engineering, PLLC

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meszengineering.com · Technology

Somewhat visible. AI bots can read Meszaros Engineering, PLLC, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

Claude · Apple Intelligence

#627,618 of 2,637,468 in Technology for AI visibility

5.3

/10

AEO Score

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About Meszaros Engineering, PLLC

from our crawl and measurement

"Meszaros Engineering, PLLC is a Lynbrook, New York design and consulting engineering firm specializing in mechanical, HVAC, electrical, plumbing, fire protection, fire alarm, NYC Local Law." That is how Meszaros Engineering, PLLC of Lynbrook, NY introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity and crawler access and the files AI engines look for. It is passable on a few credibility markers and partial sitemap and link coverage.

Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The business dates to 2014.

Industry · Technology
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

7

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

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

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

6

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 5.3/10, Meszaros Engineering, PLLC has a working base to build on - fixable, and the signals above are where to start.

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Picked for Meszaros Engineering, PLLC: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Meszaros Engineering, PLLC." Retrieved from https://engagemii.com/aeo/brands/meszengineering

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

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