AI Visibility Scorecard
Lemon & Co.
lemonandco.com · Health & Wellness
Borderline visible. AI bots can crawl Lemon & Co., 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 7 times
Claude · Apple Intelligence · Meta AI · Perplexity
#20,993 of 379,769 in Health & Wellness for AI visibility
58
4
AEO Visibility
iBorderline · 4.2/10
65
Muse Index Score
iAI agent readiness
Transactable · 65/100
8
AI Adoption
iBasic · 8/100
About Lemon & Co.
from our crawl and measurement
Lemon & Co. describes itself simply: "Lemon & Co. is a clean-label California brand making the Liquid Collagen Elixir: 5g of marine collagen with organic lemon juice and 100% of the daily value of vitamin C in a single-serve." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (FAQPage, Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 7 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
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 4.2/10, Lemon & Co. is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What are the benefits of collagen?
Collagen is the main structural protein of skin, joints and bones — and skin collagen declines gradually through adult life, faster after menopause.
Is this your brand?
The exact fixes for Lemon & Co.
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 Lemon & Co..
Lemon & Co. lists 4 products, 4 in stock, priced 35.00 to 222.00.
Show all 4 products
- Liquid Collagen Elixir 12-Week Bundle · 222.00 · Supplements > Collagen > Liquid Collagen
- Liquid Collagen Elixir 8-Week Bundle · 156.00 · Supplements > Collagen > Liquid Collagen
- Liquid Collagen Elixir - Daily Marine Collagen Drink with Vitamin C · 41.00 · Supplements > Collagen > Liquid Collagen
- Lemon & Co. Bottle · 35.00 · Drinkware > Water Bottles > Insulated
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lemonandco
Cite this score: Engagemii (2026). "AEO Score for Lemon & Co.." Retrieved from https://engagemii.com/aeo/brands/lemonandco
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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