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AI Visibility Scorecard

LED

LED

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⚠ Identity mismatch

lewiselectricalanddata.com · Technology

Borderline visible. AI bots can crawl LED, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#2,350,449 of 2,741,880 in Technology for AI visibility

3.2

/10

AEO Score

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About LED

from our crawl and measurement

LED describes itself simply: "Brisbane Electrician Lewis Electrical and Data a reliable, affordable electrical service and data solutions. Best Queensland Electrician, no call out fee." When AI engines look at it, they find little to work with. It scores 3.2 out of 10.

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

Industry · Technology
Last scored · Aug 10, 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

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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, LED is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for LED

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for LED: Tech & Electronics

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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/lewiselectricalanddata

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

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

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