Presaige, a new AI-powered platform, debuted at CES 2026 in Las Vegas with technology designed to predict the performance of visual content before publication.

The platform uses a patent-pending machine learning engine to analyze images and videos, providing scores on a 1-10 scale that indicate the likelihood of driving engagement. According to the company, the system analyzes thousands of technical patterns within visual content that correlate with real-world engagement outcomes.

“There are measurable patterns inside visual content that consistently correlate with engagement, even if humans can’t articulate them,” said Mark Littman, CEO and co-founder of Presaige. “Our model is designed to surface those signals quickly and objectively, so creative decisions can be based on data rather than opinion.”

According to the company, its technology delivers scores in seconds and provides recommendations in minutes, positioning itself as an alternative to traditional testing methods such as focus groups, which the company notes can take days and cost thousands of dollars per asset.

Multi-Platform Integration

Presaige operates as a platform-agnostic tool designed to integrate into existing workflows. Users can access the platform through a web interface, mobile app, or API-based (Application Programming Interface) integrations, including a plugin for Photoshop. The system supports content evaluation across social media, digital advertising, broadcast, and owned media channels.

“Teams are still forced to make decisions with limited information,” said David Gioiella, co-founder of Presaige. “We built Presaige to give creators better signals, so they can make smarter decisions without removing the human element from the production process.”

Target Users and Applications

The platform targets individual creators, brands managing high-volume campaigns, and agencies operating under deadline constraints, per the announcement. Users can run A/B tests and make real-time creative decisions before publishing content.

The system indicates when content reaches optimization thresholds and is ready for deployment. By analyzing content before it goes live, the platform aims to reduce the cost and time associated with post-publication performance analysis.

Presaige enters a market where measurement remains a persistent challenge for marketing teams. According to a September 2025 Sprout Social report, less than half (44%) of marketing leaders rate their social teams as experts at measuring business impact, even though 56% believe social media drives revenue.