AI visibility score
4.2/ 10Fair

#74,382 of 738,818 in E-commerce

As of 2026-08-09 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Nerd Herd

Nerd Herd

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nerdherdgettysburg.com · E-commerce

Borderline visible. AI bots can crawl Nerd Herd, 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 4 times

Claude · Meta AI · ShapBot

#74,382 of 738,818 in E-commerce for AI visibility

4

AI Naming Predictability

i

Rarely named · 4/100

Top 8% of E-commerce

4

AEO Visibility

i

Borderline · 4.2/10

50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

0

AI Adoption

i

None detected · 0/100

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About Nerd Herd

from our crawl and measurement

Nerd Herd is a business whose own site puts it this way: "Nerd Herd, Gettysburg’s only pop culture retail store, located at 10 York Street is an incubator for educating Gettysburg youth in business. Several local teen." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.

Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.

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

Industry · E-commerce
Last scored · Aug 9, 2026

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

Strong

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

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.2/10, Nerd Herd is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

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Send it to us! We'd love to hear from you. Name * Email * *Indicates a required field 10 York StreetGettysburg , PA 17325 (717) 334-6373 Get into the game!

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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 Nerd Herd: 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 Nerd Herd.

Nerd Herd lists 723 products, 703 in stock, priced 4.95 to 149.99.

Show 500 of 723 products

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

Source & Attribution

Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Nerd Herd." Retrieved from https://engagemii.com/aeo/brands/nerdherdgettysburg

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

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