AI Visibility Scorecard
Liffery
liffery.com · Technology
Borderline visible. AI bots can crawl Liffery, 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 8 times
Claude · Meta AI · Apple Intelligence
#566,360 of 2,705,506 in Technology for AI visibility
12
5
AEO Visibility
iBorderline · 4.7/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
0
AI Adoption
iNone detected · 0/100
About Liffery
from our crawl and measurement
Liffery is a business whose own site puts it this way: "Liffery is your personal research assistant. The first tool focussing on letting people capture, consider and collaborate on product discoveries and more without any intrusive advertising." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (WebSite, WebPage, ContactPoint), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Weak
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 4.7/10, Liffery is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is our motivation behind Liffery?
Other popular platforms target users all day with ads... but leave little space to consider and decide.
How people use Liffery today?
Meet Janine Meet John Shopping online is stressful. With Liffery she takes a thoughtful approach to deciding & purchasing. To make his best purchases online, John likes to research & compare what his options are.
Is this your brand?
The exact fixes for Liffery
Which AI engines already crawl you
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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 Liffery.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/liffery
Cite this score: Engagemii (2026). "AEO Score for Liffery." Retrieved from https://engagemii.com/aeo/brands/liffery
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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