
Understands Article Images
for Perfect Brand Maches
aedi, a vision AI understands article images and turns into a description.
it's a fresh, sensational, and exciting way to boost your personalized algorithm content.
Understands Article Images
for Perfect Brand Maches
aedi, a vision AI understands article images and turns into a description.
it's a fresh, sensational, and exciting way to boost your personalized algorithm content.

Understands Article Images
for Perfect Brand Maches
aedi, a vision AI understands article images and turns into a description.
it's a fresh, sensational, and exciting way to boost your personalized algorithm content.
Understands Article Images
for Perfect Brand Maches
aedi, a vision AI understands article images and turns into a description.
it's a fresh, sensational, and exciting way to boost your personalized algorithm content.

Understands Article Images
for Perfect Brand Maches
aedi, a vision AI understands article images and turns into a description.
it's a fresh, sensational, and exciting way to boost your personalized algorithm content.
Understands Article Images
for Perfect Brand Maches
aedi, a vision AI understands article images and turns into a description.
it's a fresh, sensational, and exciting way to boost your personalized algorithm content.

PUBLISHERS
A New Tool to Unlock Lost Revenues
AISUM’s AEDI technology unlocks a new revenue stream for publishers by embedding AI-driven, brand-matched products directly within article images—going beyond traditional ad slots with seamless, relevant placements.
More About Publishers
PUBLISHERS
A New Tool to Unlock Lost Revenues
AISUM’s AEDI technology unlocks a new revenue stream for publishers by embedding AI-driven, brand-matched products directly within article images-going beyond traditional ad slots with seamless, relevant placements.
More About Publishers
PUBLISHERS
A New Tool to Unlock Lost Revenues
AISUM’s AEDI technology unlocks a new revenue stream for publishers by embedding AI-driven, brand-matched products directly within article images—going beyond traditional ad slots with seamless, relevant placements.
More About Publishers
ADVERTISERS
Boost Revenue Opportunities
AISUM’s AEDI technology creates a new revenue area for brands by pairing products with article images in 0.01 seconds, placing ads directly on images for seamless, high-conversion results.
More About Advertisers
ADVERTISERS
Boost Revenue Opportunities
AISUM’s AEDI technology creates a new revenue area for brands by pairing products with article images in 0.01 seconds, placing ads directly on images for seamless, high-conversion results.
More About Advertisers
ADVERTISERS
Boost Revenue Opportunities
AISUM’s AEDI technology creates a new revenue area for brands by pairing products with article images in 0.01 seconds, placing ads directly on images for seamless, high-conversion results.
More About Advertisers
ADVERTISERS
Boost Revenue Opportunities
AISUM’s AEDI technology creates a new revenue area for brands by pairing products with article images in 0.01 seconds, placing ads directly on images for seamless, high-conversion results.