# Demand forecast with price and season: predictive models template > Volume by SKU and month with price, seasonality and trend as drivers, feeding the plan and the optimizer. A Revomo template for all industries. Source: https://revomo.ai/marketplace/templates/demand-forecast/ --- [Marketplace](https://revomo.ai/marketplace/)[Explore](https://revomo.ai/marketplace/)[Templates](https://revomo.ai/marketplace/templates/)[Metrics](https://revomo.ai/marketplace/metrics/) Marketplace - [Explore](https://revomo.ai/marketplace/) - [Templates](https://revomo.ai/marketplace/templates/) - [Metrics](https://revomo.ai/marketplace/metrics/) Business need - [Margin Leakage](https://revomo.ai/marketplace/collections/margin-leakage/) - [Cost Recovery](https://revomo.ai/marketplace/collections/cost-recovery/) - [Price Increase](https://revomo.ai/marketplace/collections/annual-price-increase/) - [Quote & Deal Performance](https://revomo.ai/marketplace/collections/quote-deal-performance/) - [Contract Renewal](https://revomo.ai/marketplace/collections/contract-renewal/) - [Rebates & Incentives](https://revomo.ai/marketplace/collections/rebates-incentives/) - [Market Response](https://revomo.ai/marketplace/collections/market-response/) Industry - [Industrial distribution](https://revomo.ai/marketplace/templates/?industry=distribution) - [Machinery & industrial products](https://revomo.ai/marketplace/templates/?industry=machinery) - [Building products](https://revomo.ai/marketplace/templates/?industry=building) - [Chemicals & materials](https://revomo.ai/marketplace/templates/?industry=chemicals) Search Marketplace - [Marketplace](https://revomo.ai/marketplace/) - [Templates](https://revomo.ai/marketplace/templates/) - [Predictive Models](https://revomo.ai/marketplace/templates/?category=predictive) - Template ## Demand forecast with price and season Volume by SKU and month with price, seasonality and trend as drivers, feeding the plan and the optimizer. [See the Demand forecast with price and season in Revomo →](https://revomo.ai/contact/?source=marketplace&type=template&artifact=demand-forecast&name=Demand+forecast+with+price+and+season&collection=market-response) ### The business question What volume should we expect by SKU and month, given price and season? ### What it does Forecasts volume by SKU and month with price, seasonality and trend as drivers, with a band around each estimate. Price inputs can be changed as scenarios, and the forecast feeds the plan and the optimizer. ### What’s inside Composed from the platform’s own objects, so it is a configuration you can open, not a document. - Model: demand forecast - View: forecast with band - Scenario: price inputs ### Uses these metrics The measures that call for this template when they move, each with its own page. - [Weather and disaster events](https://revomo.ai/marketplace/metrics/weather-events/)*Metric* Act when: An event in a supply or demand region ### Commercial context required What Revomo reads to run it. Everything else in the template is derived from these records. - The governed commercial context: customers, products, transactions, prices, costs and agreements ### Relevant industries All industries Type Template Category [Predictive Models](https://revomo.ai/marketplace/templates/?category=predictive) Industries All industries Business need [Market Response](https://revomo.ai/marketplace/collections/market-response/) Composed of 3 platform objects [See this in Revomo →](https://revomo.ai/contact/?source=marketplace&type=template&artifact=demand-forecast&name=Demand+forecast+with+price+and+season&collection=market-response) On representative data, or a slice of your own. ### Related templates - Commercial Data & Context #### [Index and formula price inputs](https://revomo.ai/marketplace/templates/index-inputs/) Commodity and energy indices, currency and surcharge tables, with the lag each formula uses, as governed inputs to formula pricing. Chemicals, Machinery - Predictive Models #### [Cost index forecast](https://revomo.ai/marketplace/templates/cost-index-forecast/) Where the inputs a formula prices on are heading, so the surcharge and the formula move before the margin does. Chemicals, Machinery · Uses 2 metrics - Planning & Scenarios #### [Cost pass-through scenario](https://revomo.ai/marketplace/templates/cost-pass-through/) A cost shock, the price response by segment and its timing, and the margin path in between. Chemicals, Machinery, Building products · Uses 4 metrics ### See this template in Revomo. We will show the Demand forecast with price and season running on representative data, or on a slice of your own, and what it would take to run it on yours. [See this on your commercial data →](https://revomo.ai/contact/?source=marketplace&type=template&artifact=demand-forecast&name=Demand+forecast+with+price+and+season&collection=market-response)[All templates](https://revomo.ai/marketplace/templates/)