AI Visibility Scorecard
Leaner Creamer
leanercreamer.com · E-commerce
Borderline visible. AI bots can crawl Leaner Creamer, 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 2 times
Claude
#372,501 of 738,283 in E-commerce for AI visibility
91
AI Naming Predictability
iAI names companies like this · 91/100
5
AEO Visibility
iBorderline · 4.5/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
About Leaner Creamer
from our crawl and measurement
"Clean, plant-based coffee creamers plus ready to drink latte and hot chocolate mixes. Made with real ingredients and balanced sweetness for comfort after the cup." That is how Leaner Creamer introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 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.
AI crawlers have visited 2 times 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
Weak
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
Fair
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 4.5/10, Leaner Creamer is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Leaner Creamer
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 Leaner Creamer.
Leaner Creamer lists 24 products, 24 in stock, priced 4.99 to 75.00.
Show all 24 products
- Morning Brew Trio (420 Servings) · 48.42 · Bundle
- Original Creamer Bulk – 32 oz (454 Servings) · 49.00 · Creamer
- Original Coffee Creamer (140 Servings) · 18.99 · Creamer
- French Vanilla Coffee Creamer (140 Servings) · 18.99 · Creamer
- Caramel Coffee Creamer (140 servings) · 18.99 · Creamer
- Hazelnut Coffee Creamer (140 servings) · 18.99 · Creamer
- Coconut Cream Coffee Creamer – (140 servings) · 18.99 · Creamer
- Mocha Coffee Creamer (140 servings) · 18.99 · Creamer
- Skip the $6 coffee run (400 Servings) – Plant-Based Coffee Creamer, No Sugar Added, Sweetened with Stevia and Allulose · 75.00
- The Complete Starter Kit (400 Servings) – Plant-Based Coffee Creamer, No Sugar Added, Sweetened with Stevia and Allulose · 75.00 · Bundle
- The Stocked Cupboard (336 Servings) – Plant-Based Coffee Creamer, No Sugar Added, Sweetened with Stevia and Allulose · 69.00 · Bundle
- The Comfort Plus Bundle (256 Servings) – Plant-Based Coffee Creamer, No Sugar Added, Sweetened with Stevia and Allulose · 65.00 · Bundle
- The Coffeehouse Bundle (256 Servings) – Plant-Based Coffee Creamer, No Sugar Added, Sweetened with Stevia and Allulose · 65.00 · Bundle
- The Flavor Discovery Bundle (240 Servings) – Plant-Based Coffee Creamer, No Sugar Added, Sweetened with Stevia and Allulose · 49.00 · Bundle
- The Everyday Favorites Bundle (240 Servings) – Plant-Based Coffee Creamer, No Sugar Added, Sweetened with Stevia and Allulose · 49.00 · Bundle
- Sweetened Italian Sweet Cream (80 Servings) – Plant-Based Coffee Creamer, No Sugar Added, Sweetened with Stevia and Allulose · 18.99 · Creamer
- Sweetened Decadent Mocha (80 Servings) – Plant-Based Coffee Creamer, No Sugar Added, Sweetened with Stevia and Allulose · 18.99 · Creamer
- Sweetened Vanilla Bliss (80 Servings) – Plant-Based Coffee Creamer, No Sugar Added, Sweetened with Stevia and Allulose · 18.99 · Creamer
- Sweetened Salted Caramel (80 Servings) – Plant-Based Coffee Creamer, No Sugar Added, Sweetened with Stevia and Allulose · 18.99 · Creamer
- Sweetened Original Flavor (80 Servings) – Plant-Based Coffee Creamer, No Sugar Added, Sweetened with Stevia and Allulose · 18.99 · Creamer
- Hot Chocolate Instant Drink Mix (16 Servings) – Plant-Based Coffee Creamer, No Sugar Added, Sweetened with Stevia and Allulose · 18.99 · Instant Drink Mix
- Leaner Latte: Creamy Instant Mix (16 Servings) – Plant-Based Coffee Creamer, No Sugar Added, Sweetened with Stevia and Allulose · 18.99 · coffee
- Leaner Latte + Hot Chocolate (32 Servings) – Plant-Based Coffee Creamer, No Sugar Added, Sweetened with Stevia and Allulose · 29.00 · Bundle
- Leaner Sweetener - 1 LB (CLOSE OUT SALE) · 4.99 · Creamer
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on October 19, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leanercreamer
Cite this score: Engagemii (2026). "AEO Score for Leaner Creamer." Retrieved from https://engagemii.com/aeo/brands/leanercreamer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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