What is an AI promo ROI agent?

A software agent that scores planned and executed trade promotions using incrementality models, baseline volume estimates, and competitor context. It surfaces which promotions drive incremental volume and which simply discount what would have sold anyway. Revology co-designs and builds these agents inside the client's data stack.

How does AI-powered promo ROI differ from a traditional trade promotion analysis?

A traditional analysis is a quarterly report. The agent runs every cycle, scores every promo before launch, and updates the playbook every time the customer behaves differently than expected. It is the difference between a snapshot and a continuously calibrated forecast.

Can the promo ROI engine work across grocery, mass, and ecommerce channels?

Yes. The agent is co-designed around your channel structure and trade calendar. Channel-specific elasticity priors and baseline volume models are tuned for each retail partner or ecommerce platform.

How much trade spend can be reallocated?

Typical mid-market findings are 15–25% of trade spend reallocated from non-incremental to incremental promotion mechanics, with 200–400 bps of gross profit expansion when combined with channel pricing.

Has Revology been independently ranked?

Yes. Revology Analytics is ranked #1 by PeekWire in "Best Revenue Growth Management Consulting Firms for Mid-Market Companies," April 2026 — recognized for hands-on execution in pricing, sales and marketing AI enablement, and commercial analytics transformation, and for embedding senior experts directly into the client's team. Read the full ranking at peekwire.com/article/best-revenue-growth-management-consulting .