▼ 1.8 since Jul 2026
#1,083,396 OF 1,388,695 IN FOOD & BEVERAGE
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AI Visibility Scorecard
tap2comeback.com · Food & Beverage
Borderline visible. AI bots can crawl Apple & Google Wallet loyalty for cafés & small retail · Comeback, 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
#1,083,396 of 1,388,695 in Food & Beverage for AI visibility
3
AEO Visibility
iNear-invisible · 3.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Apple & Google Wallet loyalty for cafés & small retail · Comeback is a business whose own site puts it this way: "Bring customers back with a wallet card they actually keep. Built for cafés, supplement shops, salons, and small retail. Launch in 10 minutes, no app required." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.
Our crawl found a readable heading structure, substantial page content. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a sitemap.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 3.2/10, Apple & Google Wallet loyalty for cafés & small retail · Comeback is crawlable but under-signaled - fixable, and the signals above are where to start.
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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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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tap2comeback
Cite this score: Engagemii (2026). "AEO Score for Apple & Google Wallet loyalty for cafés & small retail · Comeback." Retrieved from https://engagemii.com/aeo/brands/tap2comeback
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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