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AI Visibility Scorecard

LBB Directory draft

LBB Directory draft

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lbbdirect.com · Food & Beverage

Borderline visible. AI bots can crawl LBB Directory draft, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#1,339,329 of 1,697,991 in Food & Beverage for AI visibility

3.3

/10

AEO Score

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About LBB Directory draft

from our crawl and measurement

LBB Directory draft is a Englewood Ave. Englewood, NJ business whose own site puts it this way: "Our mission is to bring awareness and support to Black-owned businesses in the Bergen County, NJ area." When AI engines look at it, they find little to work with. It scores 3.3 out of 10.

On its own pages the site does well on a clearly stated business identity. It is passable on a workable page structure and basic crawler access. What holds it back is structured data describing the business, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.

Off the page there is only faint evidence that only a handful of 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. None of that can be fixed on the page: it has to be earned.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Food & Beverage
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

8

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

4

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

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

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 3.3/10, LBB Directory draft is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for LBB Directory draft

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Picked for LBB Directory draft: Food & Beverage

Your Ingredient Label Has a Story. Is Anyone Telling It?

Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for LBB Directory draft." Retrieved from https://engagemii.com/aeo/brands/lbbdirect

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

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