AI visibility score
4.6/ 10Fair

#51,613 of 739,346 in E-commerce

As of 2026-08-01 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

A. B. Newton and Company

A. B. Newton and Company

Unclaimed

abnewton.com · E-commerce

Borderline visible. AI bots can crawl A. B. Newton and Company, 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 14 times

Claude · ChatGPT · Meta AI · Apple Intelligence

#51,613 of 739,346 in E-commerce for AI visibility

4

AI Naming Predictability

i

Rarely named · 4/100

E-commerce average 18

Top 8% of E-commerce

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5

AEO Visibility

i

Borderline · 4.6/10

E-commerce average 4.0

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-

Network Authority

i

Not connected yet

E-commerce average 0.0

0 relationships · E-commerce average 9

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50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

E-commerce average 27

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0

AI Adoption

i

None detected · 0/100

E-commerce average 0

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About A. B. Newton and Company

from our crawl and measurement

A. B. Newton and Company is a Winter Garden, Florida business whose own site puts it this way: "A. B. Newton and Company of Winter Garden serves the residents and visitors of Florida and beyond with local city map art posters and prints, inspired apparel, home goods and unique and." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.

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

AI crawlers have visited 6 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI. By its own structured data it is a retail business.

Company ·
A. B. Newton and Company
Website ·
abnewton.com
Industry ·
E-commerce
Location ·
Winter Garden, Florida
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

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

Strong

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 read your site and name it in answers. At 4.6/10, A. B. Newton and Company is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for A. B. Newton and Company: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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A. B. Newton and Company lists 697 products, 669 in stock, priced 3.00 to 139.00.

Show 500 of 697 products

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

Source & Attribution

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

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

Cite this score: Engagemii (2026). "AEO Score for A. B. Newton and Company." Retrieved from https://engagemii.com/aeo/brands/abnewton

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

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