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AI Visibility Scorecard
Neutralens — Neutral visual price comparison ranked by total delivered cost
neutralens.com · E-commerce
At 3/10, Neutralens — Neutral visual price comparison ranked by total delivered cost is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#476,007 of 553,795 in E-commerce for AI visibility
3
/10
AEO Score
About Neutralens — Neutral visual price comparison ranked by total delivered cost
from our crawl and measurement
Neutralens — Neutral visual price comparison ranked by total delivered cost describes itself simply: "Neutralens finds the real best price for any product across every major retailer, including Amazon, ranked purely by total delivered cost, item price plus shipping and tax. No...." When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3/10, Neutralens — Neutral visual price comparison ranked by total delivered cost is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Neutralens — Neutral visual price comparison ranked by total delivered cost
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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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/neutralens
Cite this score: Engagemii (2026). "AEO Score for Neutralens — Neutral visual price comparison ranked by total delivered cost." Retrieved from https://engagemii.com/aeo/brands/neutralens
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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