▼ 1.6 since Jul 2026
#1,121,987 OF 1,393,426 IN FOOD & BEVERAGE
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AI Visibility Scorecard
Laurie O'Reilly
oreillyeditorial.com · Food & Beverage
Borderline visible. AI bots can crawl Laurie O'Reilly, 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
#1,121,987 of 1,393,426 in Food & Beverage for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Laurie O'Reilly
from our crawl and measurement
Laurie O'Reilly is a business whose own site puts it this way: "Writer, editor, designer, and proofreader with expertise in conservation and outdoor subjects." As far as answer engines are concerned it may as well not exist yet: 2.7 out of 10.
Our crawl found a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
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
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 3.4/10, Laurie O'Reilly is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Can Cod Be Saved?
For centuries, Atlantic cod has been essential to New England’s identity. Yet today, you can rarely find locally caught cod in a grocery store or on a menu – because it has been fished to the brink of disaster. Annual Report Article Writing • 17th February 2019
Is this your brand?
The exact fixes for Laurie O'Reilly
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 portalFree signup unlocks the full article plus your personalized AEO fix list for Laurie O'Reilly.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/oreillyeditorial
Cite this score: Engagemii (2026). "AEO Score for Laurie O'Reilly." Retrieved from https://engagemii.com/aeo/brands/oreillyeditorial
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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