AI VISIBILITY SCOREAS OF 2026-08-10 · ENGAGEMII INDEX
3.5/ 10

#214,711 OF 265,720 IN MANUFACTURING & INDUSTRIAL

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

lamlft.com

lamlft.com

Unclaimed

lamlft.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl lamlft.com, 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 2 times

Claude · Meta AI

#214,711 of 265,720 in Manufacturing & Industrial for AI visibility

4

AEO Visibility

i

Near-invisible · 3.5/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About lamlft.com

from our crawl and measurement

"Lam Lift LLC - Miami's premier lift repair company. Custom hydraulic hoses, forklift repair, preventive maintenance, and replacement parts. Serving Miami, Broward, and Palm Beach counties." That is how lamlft.com introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.

Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.

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

Industry · Manufacturing & Industrial
Last scored · Aug 10, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

Clear headings and answer-style content.

Entity Clarity

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

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

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

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 3.5/10, lamlft.com is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for lamlft.com: 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 10, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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