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AI Visibility Scorecard
Novel
letsbenovel.com · E-commerce
Borderline visible. AI bots can crawl Novel, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#409,567 of 520,768 in E-commerce for AI visibility
3.4
/10
AEO Score
About Novel
from our crawl and measurement
"Novel is brands' choice for Shoppable UGC and eCommerce video. Add video and UGC to your Shopify site in minutes to improve conversion and drive sales. Get started with your 14...." That is how Novel introduces itself. When AI engines look at it, they find little to work with. It scores 3.4 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
8
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 3.4/10, Novel is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Novel
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Novel.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/letsbenovel
Cite this score: Engagemii (2026). "AEO Score for Novel." Retrieved from https://engagemii.com/aeo/brands/letsbenovel
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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