jefflunn.com redirects to amymcilwain.com. This page describes the site that domain now serves; the primary profile lives at amymcilwain.com.
AI visibility score
4.3/ 10Fair

▲ 0.3 since Jul 2026

#1,166,476 of 1,965,746 in Media & Entertainment

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Amy Mac

Amy Mac

Unclaimed

jefflunn.com · Media & Entertainment

Borderline visible. AI bots can crawl Amy Mac, 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

Claude

#1,166,476 of 1,965,746 in Media & Entertainment for AI visibility

4

AEO Visibility

i

Borderline · 4.3/10

0

Muse Index Score

i

AI agent readiness

Basic · 0/100

0

AI Adoption

i

None detected · 0/100

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About Amy Mac

from our crawl and measurement

Amy Mac works in Finance & Insurance. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.

Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.

Industry · Media & Entertainment
Last scored · Jul 31, 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

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

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 4.3/10, Amy Mac is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Amy Mac: 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/jefflunn

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

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

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