AI VISIBILITY SCOREAS OF 2026-09-24 · ENGAGEMII INDEX
3.2/ 10

#594,423 OF 732,044 IN E-COMMERCE

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

Emma Lunn

Emma Lunn

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emmalunn.com · E-commerce

Borderline visible. AI bots can crawl Emma Lunn, 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.

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In the Engagemii AEO index

#594,423 of 732,044 in E-commerce for AI visibility

3

AEO Visibility

i

Near-invisible · 3.2/10

0

Muse Index Score

i

AI agent readiness

Basic · 0/100

0

AI Adoption

i

None detected · 0/100

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About Emma Lunn

from our crawl and measurement

"I’m a multi-award winning freelance journalist. I have written about personal finance for more than 20 years, with a career spanning several recessions and their inevitable consequences." That is how Emma Lunn introduces itself. When AI engines look at it, they find little to work with. It scores 3.2 out of 10.

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

Industry · E-commerce
Last scored · Sep 24, 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

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Weak

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 3.2/10, Emma Lunn is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

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Here’s how to organise your financial life if you’re a freelancer or sole trader.Sole trader is the most straightforward business or legal structure if you are self-employed. Depending on the nature of your business, other options include a partnership (with someone else) or setting up a limited company.

Should you pay off your child’s student loan?

If you’re a parent, it’s natural to want to help your kids out financially. Parents of graduates, in particular, have a dilemma. You might have saved a nest egg, received an inheritance, or taken 25% of your pension as tax-free cash.

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Picked for Emma Lunn: 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 September 24, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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