AI Visibility Scorecard
coffeesroaster.com
coffeesroaster.com · Technology
At 1.34/10, coffeesroaster.com is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Entity Clarity and E-E-A-T Signals. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 50% in Technology for AI visibility
3
1.34
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →0
About coffeesroaster.com
from our crawl and measurement
"Login & get token import requests res = requests.post(/auth/login, data={ username: your_username, password: your_password }) token = res.json()[access_token] headers =." That is how coffeesroaster.com introduces itself. When AI engines look at it, they find little to work with. It scores 1.34 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.
- Company ·
- coffeesroaster.com
- Website ·
- coffeesroaster.com
- Industry ·
- Technology
- 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
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 1.34/10, coffeesroaster.com is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
ทำไมต้องเลือก Pica?
ออกแบบมาสำหรับ Production ตั้งแต่วันแรก ไม่ใช่แค่ demo 01 ⚡ RTF ต่ำกว่า 0.15x Real-Time Factor ต่ำสุดใน class เดียวกัน เสียง 10 วินาที ถอดเสร็จใน 1.5 วินาที ด้วย AI inference engine ที่ออพติไมซ์แล้ว 02 🏗️ Multi-User พร้อม Billing JWT Auth · API Keys · Plans (Free/Lite/Pro/Enterprise) · Credit packs · Stripe integration ครบ ไม่ต้องพัฒนา billing เอง 03 🔒 Data Ownership 100% ติดตั้งบน Server ของคุณเอง เสียงและ.
Is this your brand?
The exact fixes for coffeesroaster.com
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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.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coffeesroaster
Cite this score: Engagemii (2026). "AEO Score for coffeesroaster.com." Retrieved from https://engagemii.com/aeo/brands/coffeesroaster
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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