AI visibility score

4.4/ 10Fair

#299,502 of 526,862 in Professional Services

As of 2026-10-09 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Laura Lingner

Name: Laura Lingner - AI Visibility Score
Creator: Engagemii
Published: 2026-10-09T02:05:51.496Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

lauralingner.com · Professional Services

Borderline visible. AI bots can crawl Laura Lingner, 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.

Claim this page free See the breakdown

Monitoring for AI engine activity

In the Engagemii AEO index

#299,502 of 526,862 in Professional Services for AI visibility

AEO Visibility

Borderline · 4.4/10

Muse Index Score

AI agent readiness

Basic · 10/100

AI Adoption

None detected · 0/100

About Laura Lingner

from our crawl and measurement

Laura Lingner describes itself simply: "Clarity and decision order when business and personal pressures overlap. Start with a working session to get unstuck and move forward." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.

Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.

Industry · Professional Services

Last scored · Oct 9, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

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

Strong

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 4.4/10, Laura Lingner is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

✓

The exact fixes for Laura Lingner

✓

Which AI engines already crawl you

✓

Free AI bot monitoring: see every AI crawler that visits you

Password (8+ characters)

Already have an account? Sign in

From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Laura Lingner: 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.

Continue reading in your free Engagemii portal

Free signup unlocks the full article plus your personalized AEO fix list for Laura Lingner.

Source & Attribution

Scored by Engagemii on October 9, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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