AI visibility score
4.7/ 10Fair

#25,559 of 739,147 in E-commerce

As of 2026-08-02 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Long Winter Soap Co.

Long Winter Soap Co.

Unclaimed

longwinterfarm.com · E-commerce

Borderline visible. AI bots can crawl Long Winter Soap 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 9 times

Meta AI · Claude · Apple Intelligence · ShapBot

#25,559 of 739,147 in E-commerce for AI visibility

12

AI Naming Predictability

i

Named occasionally · 12/100

Top 4% of E-commerce

5

AEO Visibility

i

Borderline · 4.7/10

50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

0

AI Adoption

i

None detected · 0/100

Share

About Long Winter Soap Co.

from our crawl and measurement

Long Winter Soap Co. is a business whose own site puts it this way: "Sweet coconut cream and graham crackers. This balm is designed to melt into your lips, not into your jeans! Which is good, because I keep mine in my butt pocket." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.

Our crawl found structured data on the page (Product), an llms.txt file for AI models and a sitemap.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.

Industry · E-commerce
Last scored · Aug 2, 2026

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

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

Good

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 4.7/10, Long Winter Soap Co. is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

✓

The exact fixes for Long Winter Soap Co.

✓

Which AI engines already crawl you

✓

Free AI bot monitoring: see every AI crawler that visits you

Claim your page free

Already have an account? Sign in

Picked for Long Winter Soap Co.: How-To

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 portal

Free signup unlocks the full article plus your personalized AEO fix list for Long Winter Soap Co..

Long Winter Soap Co. lists 755 products, 91 in stock, priced 3.00 to 880.00.

Show 500 of 755 products

The full list of every product we captured is in the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/longwinterfarm

Cite this score: Engagemii (2026). "AEO Score for Long Winter Soap Co.." Retrieved from https://engagemii.com/aeo/brands/longwinterfarm

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

Powered by Engagemii - The Answer Engine Optimization (AEO) Platform