AI Visibility Scorecard
outshinery.com · Media & Entertainment
Somewhat visible. AI bots can read 3D product photography for beverage brands, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#185,631 of 1,965,746 in Media & Entertainment for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
55
Muse Index Score
iAI agent readiness
Transactable · 55/100
4
AI Adoption
iBasic · 4/100
from our crawl and measurement
3D product photography for beverage brands is a Vancouver, BC business whose own site puts it this way: "Outshinery creates photorealistic 3D product imagery for wine, beer, spirits, and RTD brands using CGI instead of traditional photography." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a few credibility markers.
Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
It does link out to several social profiles, which helps engines tie the brand together.
Strong · Good · Fair · Weak
Structured Data
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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.
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 5.8/10, 3D product photography for beverage brands has a working base to build on - fixable, and the signals above are where to start.
What is Outshinery?
Outshinery is a creative-tech company that produces photorealistic product imagery for beverage brands using 3D rendering, not photography. Brands send their production files and receive finished visuals, often before the product is even bottled. No physical samples, no studio time, no generative AI.No reinvention. No rework.
Is this your brand?
The exact fixes for 3D product photography for beverage brands
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/outshinery
Cite this score: Engagemii (2026). "AEO Score for 3D product photography for beverage brands." Retrieved from https://engagemii.com/aeo/brands/outshinery
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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