AI visibility score
3.9/ 10Weak

▼ 1.1 since Jun 2026

#919,469 of 1,393,867 in Food & Beverage

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

4th District Co.

4th District Co.

Unclaimed

4thdistrict.com · Food & Beverage

Borderline visible. AI bots can crawl 4th District 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 6 times

Meta AI · Claude

#919,469 of 1,393,867 in Food & Beverage for AI visibility

4

AEO Visibility

i

Near-invisible · 3.9/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

?

AI Adoption

i

None detected · -/100

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About 4th District Co.

from our crawl and measurement

4th District Co. is a business whose own site puts it this way: "Discover 4th District, a creative production agency in Boston and NYC, specializing in impactful storytelling for brands across outdoor, education, and tech sectors." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.

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

Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

There is not much on the page to read either, about 113 words.

Industry · Food & Beverage
Last scored · Aug 1, 2026

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

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

Good

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

Fair

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 3.9/10, 4th District Co. is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for 4th District 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.

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/4thdistrict

Cite this score: Engagemii (2026). "AEO Score for 4th District Co.." Retrieved from https://engagemii.com/aeo/brands/4thdistrict

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

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