AI Visibility Scorecard
RAWFORM LLC
getrawform.com · Beauty & Personal Care
Somewhat visible. AI bots can read RAWFORM LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#27,687 of 208,494 in Beauty & Personal Care for AI visibility
15
AI Naming Predictability
iRarely named · 15/100
6
AEO Visibility
iBorderline · 5.5/10
40
Muse Index Score
iAI agent readiness
Transactable · 40/100
0
AI Adoption
iNone detected · 0/100
About RAWFORM LLC
from our crawl and measurement
"We created RawForm to make skin and health care products the way they should be, raw real ingredients from nature. No Fillers. No toxins." That is how RAWFORM LLC introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Weak
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
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 5.5/10, RAWFORM LLC has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose RawForm?
RAWFORM does not use synthetic preservatives, artificial fragrances, fillers, or lab-made stabilizers. If it didn’t come from nature, it doesn’t go into our formulas. Period. What you put on your skin should be as clean as what you put in your body.We don’t dilute. We don’t over-process.
Is this your brand?
The exact fixes for RAWFORM LLC
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 RAWFORM LLC.
RAWFORM LLC lists 4 products, 4 in stock, priced 7.99 to 39.99.
Show all 4 products
- Tallow Lip Balm (Peppermint) · 7.99
- Tallow Lip Balm (Vanilla) · 7.99
- Whipped Tallow Balm (Vanilla) · 39.99
- Whipped Tallow Balm (Unscented) · 39.99
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/getrawform
Cite this score: Engagemii (2026). "AEO Score for RAWFORM LLC." Retrieved from https://engagemii.com/aeo/brands/getrawform
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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