AI Visibility Scorecard
The Wine Collective
dropoftheday.com · E-commerce
At 2.46/10, The Wine Collective is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
Top 10% in E-commerce for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
E-commerce average 18
Top 35% of E-commerce
See what's behind this score →2.46
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Transactable · 40/100
E-commerce average 27
See what's behind this score →0
About The Wine Collective
from our crawl and measurement
The Wine Collective is a business whose own site puts it this way: "The Wine Collective is online & direct to public from Australia’s 3,000 wineries. Get the best deals on the market & check the broad range of wine reviews." When AI engines look at it, they find little to work with. It scores 2.46 out of 10.
Our crawl found structured data on the page (Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- The Wine Collective
- Website ·
- dropoftheday.com
- Industry ·
- E-commerce
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.46/10, The Wine Collective is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
How to set up a Wine cellar?
By Jess Fortier August 04, 2022 🍷 14,000+ wines and spirits 👍 98% satisfaction rating 🍾 80 years young, established 1946 🌟 4.8/5.0 Store rating 🍷 14,000+ wines and spirits 👍 98% satisfaction rating 🍾 80 years young, established 1946 🌟 4.8/5.0 Store rating 🍷 14,000+ wines and spirits 👍 98% satisfaction rating 🍾 80 years young, established 1946 🌟 4.8/5.0 Store rating 🍷 14,000+ wines and spirits 👍 98%.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for The Wine Collective.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dropoftheday
Cite this score: Engagemii (2026). "AEO Score for The Wine Collective." Retrieved from https://engagemii.com/aeo/brands/dropoftheday
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform