Promotion & Trade Effectiveness: End-to-End Advisory with AI-Scored Promo ROI

A Trade Calendar Your CFO Can Defend

Most companies run trade promotions on habit and post-event explanations. That is how trade budgets fund volume that would have sold anyway. Revology co-designs the promo strategy, the governance, and the AI decision engine with your trade marketing, sales, and finance teams, then builds it inside your own data warehouse and BI tools. The AI agents do the work of a promo-optimization analyst: they score each planned promotion using incrementality models, baseline volume estimates, and competitor-promo context, then close the loop with post-event ROI. Your trade marketing lead and sales finance partner sign off on every recommendation. For mid-market companies ($100M–$2B), the result is a trade calendar your CFO can defend and your sales team can execute, with 200–400 bps of gross profit as the typical year-one outcome. Your trade marketing team runs the system after we leave. No license fee, and you own the code, models, and IP.

Overview

Trade spend gets approved before anyone can prove incrementality, then explained after the calendar has moved on. Revology co-designs the promo strategy, the governance cadence, and the AI promo ROI agents that score planned events, flag dilutive spend, and close the loop after each promotion.

We design high-ROI promotional calendars and incentive structures that drive incremental volume without eroding your long-term brand equity or bottom-line margins.

Promotion Effectiveness & Optimization

Promotion Effectiveness & Optimization evaluates your trade promotions (discounts, displays, features, retailer programs) to determine which events drive incremental volume, revenue, and profit, and which discount volume you would have sold anyway. AI promo agents score every planned event before launch and audit it after.

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Trade Promotion Optimization & Calendar Planning

Baseline and lift decomposition for every event, then a promo calendar optimized against your trade budget, retailer constraints, and margin floors. The engine connects to your TPM system so planned events, accruals, and actuals reconcile in one place. Post-event ROI feeds the next cycle automatically, with your trade marketing team approving every calendar change.

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Trade Terms & Pay-for-Performance

Trade terms architecture that ties allowances to retailer performance: conditional funding, pass-through checks, and joint business planning built on the same incrementality numbers your sales team brings to the buyer. We co-design the terms with sales and finance and build the tracking so every dollar of trade spend has a named outcome.

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Promo Governance & Monthly Promo Review

Decision rights, approval thresholds, and a monthly promo review that replaces post-event explanations with a pre-event scorecard. We set the operating rhythm with your commercial leadership, train the team to run it, and track adoption: share of events scored before approval, recommendation acceptance rate, and ROI variance against forecast.

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Why Most Revenue Growth Management Initiatives Never Get Started And How to Make Yours Happen

This session is about getting yours started. In 60 minutes, we’ll show you how to frame the business case, estimate what a pricing or AI initiative actually costs, win executive sign-off, and set it up to succeed, including the change management and the KPIs most teams skip. It’s built for companies that already have pricing or AI teams as well as companies that don’t.

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Frequently Asked Questions

What is an AI promo ROI agent?

An AI agent that does the scoring work of a promo-optimization analyst: it evaluates planned and executed trade promotions using incrementality models, baseline volume estimates, and competitor context, and surfaces which promotions drive incremental volume and which simply discount what would have sold anyway. Revology co-designs and builds these agents on a governed data foundation inside the client's own environment. Your trade marketing lead signs off on every recommendation.

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.

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