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AI Visibility Scorecard

12 Grams of Carbon

12 Grams of Carbon

Unclaimed

12gramsofcarbon.com · Technology

Somewhat visible. AI bots can read 12 Grams of Carbon, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#696,947 of 2,626,560 in Technology for AI visibility

5.2

/10

AEO Score

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About 12 Grams of Carbon

from our crawl and measurement

"I'm increasingly certain no one knows anything about anything. Current founder @ noriagentic.com. Previous founder @ soot.com. Before that was googling." That is how 12 Grams of Carbon introduces itself. Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.

On the page it is passable on basic crawler access. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews, structured data describing the business, a heading structure that lays out what it offers and sitemaps and entity links AI can follow.

Off the page, people discuss it in places AI engines read. There is some, but not much, sign that only a handful of sites link to it, the domain is only lightly established and press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business and it does not come up on Reddit.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 54 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Technology
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

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

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

2

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Trust

3

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

4

Press and news coverage.

Community

8

Forum and community discussion.

Reddit

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 5.2/10, 12 Grams of Carbon has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for 12 Grams of Carbon

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Weekly ChatGPT & Claude citation tracking

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Picked for 12 Grams of Carbon: 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.

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Source & Attribution

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

Source URL: https://engagemii.com/aeo/brands/12gramsofcarbon

Cite this score: Engagemii (2026). "AEO Score for 12 Grams of Carbon." Retrieved from https://engagemii.com/aeo/brands/12gramsofcarbon

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

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