AI Visibility Scorecard
Columbia Label
stickeriver.com · Media & Entertainment
Borderline visible. AI bots can crawl Columbia Label, 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 4 times
Meta AI · Claude
#860,508 of 1,966,263 in Media & Entertainment for AI visibility
6
AI Naming Predictability
iRarely named · 6/100
Media & Entertainment average 17
Top 61% of Media & Entertainment
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Media & Entertainment average 15
See what's behind this score →0
About Columbia Label
from our crawl and measurement
Columbia Label is a Benton City, WA business whose own site puts it this way: "We are a print shop that creates custom wine and spirit labels using the right material, format and application to satisfy your unique label needs." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite, Organization) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
- Company ·
- Columbia Label
- Website ·
- stickeriver.com
- Industry ·
- Media & Entertainment
- Location ·
- Benton City, WA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 22, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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 read your site and name it in answers. At 4/10, Columbia Label is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Columbia Label
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stickeriver
Cite this score: Engagemii (2026). "AEO Score for Columbia Label." Retrieved from https://engagemii.com/aeo/brands/stickeriver
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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