AI Visibility Scorecard
Antique Dr Pepper Bottles
drpepperbottle.com · Education
Borderline visible. AI bots can crawl Antique Dr Pepper Bottles, 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
#794,078 of 936,934 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Antique Dr Pepper Bottles
from our crawl and measurement
Antique Dr Pepper Bottles is a business whose own site puts it this way: "Explore the value of Dr Pepper bottles and learn about antique Dr Pepper bottles in our collection." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
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
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 3.6/10, Antique Dr Pepper Bottles is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What's my Dr Pepper Bottle worth?
Scarcity and value can vary greatly based on many factors1. Condition (cracks, chips, bruises, missing or faded paint)2. Current market conditions3. Newly found bottles entering the marketplaceTO FIND YOUR BOTTLEAccess Database below and type any "key-word" from your bottle in the "search" functionACCESS DR PEPPER BOTTLES DATABASE
Is this your brand?
The exact fixes for Antique Dr Pepper Bottles
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Antique Dr Pepper Bottles.
Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drpepperbottle
Cite this score: Engagemii (2026). "AEO Score for Antique Dr Pepper Bottles." Retrieved from https://engagemii.com/aeo/brands/drpepperbottle
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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