▼ 2.5 since Jul 2026
#572,777 OF 1,391,107 IN FOOD & BEVERAGE
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AI Visibility Scorecard
Pingle Pie Wedding Stationery
pinglepie.com · Food & Beverage
Borderline visible. AI bots can crawl Pingle Pie Wedding Stationery, 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 1 times
Claude
#572,777 of 1,391,107 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
25
Muse Index Score
iAI agent readiness
Agent-ready · 25/100
0
AI Adoption
iNone detected · 0/100
About Pingle Pie Wedding Stationery
from our crawl and measurement
Pingle Pie Wedding Stationery is a business whose own site puts it this way: "We like to think that we design more than stationery, we contribute to individual stories and memories that will be cherished for years to come." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Strong
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
Good
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 4.5/10, Pingle Pie Wedding Stationery is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pingle Pie Wedding Stationery
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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 Pingle Pie Wedding Stationery.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pinglepie
Cite this score: Engagemii (2026). "AEO Score for Pingle Pie Wedding Stationery." Retrieved from https://engagemii.com/aeo/brands/pinglepie
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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