AI visibility score
4.0/ 10Fair

#860,411 of 1,966,335 in Media & Entertainment

As of 2026-08-11 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Neat Stuff Vault

Neat Stuff Vault

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neatstuffvault.com · Media & Entertainment

Borderline visible. AI bots can crawl Neat Stuff Vault, 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.

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AI engines read this profile 1 times

Claude

#860,411 of 1,966,335 in Media & Entertainment for AI visibility

6

AI Naming Predictability

i

Rarely named · 6/100

Top 61% of Media & Entertainment

4

AEO Visibility

i

Borderline · 4/10

-

Network Authority

i

Not connected yet

50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

0

AI Adoption

i

None detected · 0/100

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About Neat Stuff Vault

from our crawl and measurement

"Shop rare comic books, original comic art, video games, toys & collectibles. NeatStuffVault also buys collections nationwide - fast offers, trusted buyers for over 25 years." That is how Neat Stuff Vault of Middletown, NY introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.

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

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Company ·
Neat Stuff Vault
Website ·
neatstuffvault.com
Industry ·
Media & Entertainment
Location ·
Middletown, NY
Site status ·
Live (The website showed an active business site when last checked (Aug 26, 2026).)
Last scored ·
Aug 11, 2026
Verified connections ·
None yet

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

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

Strong

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

Weak

No inbound links found yet.

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 4/10, Neat Stuff Vault is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for Neat Stuff Vault: 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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Free signup unlocks the full article plus your personalized AEO fix list for Neat Stuff Vault.

Neat Stuff Vault lists 1,000+ products, 995 in stock, priced 45.00 to 249,999.00.

Show 500 of 1,000+ products

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

Source & Attribution

Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Neat Stuff Vault." Retrieved from https://engagemii.com/aeo/brands/neatstuffvault

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

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