DeepAgent 4.0 Pro · AI Ad Pre-Test

Let AI validate ad creatives before they go live

AI Ad Pre-Test is DeepZero’s creative pre-test AI product, built on DeepAgent 4.0 Pro. Made for brand and agency marketing teams, it builds digital-consumer models from multi-source real data, lets those digital consumers pre-validate creatives before media goes live, and outputs preference rankings plus insight reports — so the strong creatives are visible before they take the field.

Diagram of AI Ad Pre-Test building digital consumers from multi-source real data and pre-validating creatives before media goes live

Build digital consumers first, then pre-validate creatives

Not waiting to see results after media is live, but building digital consumers from multi-source real data first, then letting them score creative preference and reasons before you spend.

AI Consumer: build digital-consumer models from multi-source real data

  • Bring together first-party membership, ecommerce, social, retailer, and other real data covering profile, shopping, entertainment, and social behavior, and create digital consumers intelligently.
  • Real data plus AI tagging. Fixed taxonomies plus AI discovering new tags dynamically. The tag system keeps evolving.
  • Multi-algorithm, multi-model checks. Tagging accuracy above 90%. The data foundation is accurate and reliable.
Diagram of multi-source real data being AI-tagged to build a digital-consumer model

AI creative pre-test: preference insight before media goes live

  • Digital consumers converse in batch and output creative preference rankings and share, answering plainly which creative is more appealing.
  • The pre-test analysis report includes key findings and data insight: not just a ranking, but the why.
  • Pre-test conclusions can be checked against live AB test results, so creative decisions have evidence behind them.
AI consumers converse in batch to generate a creative pre-test analysis report, including preference ranking, key findings, and data insight

Customer cases

Creative pre-test matched live results, and overall CTR rose significantly

A milk-powder brand used the AI Consumer Agent for audience strategy and AI creative pre-test. Pre-test conclusions matched AB test results. Strong creatives received more budget.

In live media, Creative 1 delivered the best CTR, matching the pre-test.

A skincare brand ran AI pre-test on three ad creatives. Digital consumers chose Creative 1 for balanced performance across dimensions: a fresh blue-green palette, a clearly layered layout, natural product–model interaction, and a complete triple claim of redness-soothing + hydration + barrier support.

Let creatives win once before they go live

See how digital consumers pick the strongest creative before media goes live.