"AI is everywhere in the conversation" quote from my friend Gregor Murray . Nowh
By Oliver Bradley · April 30, 2026 · Curated by George's Blog
"AI is everywhere in the conversation" quote from my friend Gregor Murray.
Nowhere in the content workflow.
Everyone's talking about AI for content measurement.
Attention = Creative Impact.
Branding = Distinctive Brand Assets recognition.
Communication = Glance Readability of critical must-read text.
But if AI is so powerful, why are fewer than 5% of hero images on retailer platforms "mobile-ready"?
=================================================
The GS1 definition of mobile-ready is objective and published.
=================================================
ONE: Must pass the APCA Contrast test
TWO: Must pass the Visual Clarity text size test.
Most Heroes Are Not Tested.
AI tools for testing content exist. Most often, the integration doesn't. I see a lot of talk about AI doing "cool stuff." Everyone claims they're "all over it."
But I haven't seen the walk yet.
AI that measures visual content quality? Yes, it exists.
AI that's actually plumbed into content workflows?
(checking assets before they're published to retailers and social platforms)
Almost nowhere.
That's why 95% of hero images still fail.
The measurement happens in patches and batches.
The workflow doesn't change. People eyeball it for approval on desktop.
The same broken assets get published.
Rinse and repeat.
RHINO AI was built differently.
We designed it to integrate:
→ DAM systems
→ PIM platforms
→ Creative automation tools
→ Retailer content repositories
One image per second. At scale. Before publish.
The goal isn't just measurement. It's prevention.
Catch the failures before your shoppers scroll past.
Before retailers reject your images.
Before regulators come knocking.
AI that talks is easy.
AI that's plumbed using an API is rare.
That's what we built.
DM me if you want to see RHINO AI integrated into your content workflow.