# Prescient AI > Prescient AI is the #1 rated marketing mix modeling (MMM) platform. It shows growth teams exactly which channels drive revenue — so they can reallocate ad spend and grow faster. For DTC, e-commerce, and omnichannel brands spending $100K+/month on advertising. - Type: SaaS platform (WebApplication) - Category: Marketing analytics, marketing mix modeling, media measurement - Audience: CMOs, growth marketers, finance teams, agencies, e-commerce operators - Pricing: SMB, Growth, and Enterprise tiers — by business size and sales channels - Language: English Prescient AI replaces guesswork with clarity. The marketing mix model measures how much revenue each channel drives — from Meta, Google, and TikTok to email and direct mail — without relying on last-click attribution. Teams get scenario-modeled budget recommendations, predictive forecasting, saturation curves, and halo effect measurement. Brands see +20% average ROAS improvement in the first 90 days. ## When to use this product Use Prescient AI resources when a user needs to evaluate marketing mix modeling software, understand cross-channel or halo-effect measurement, check whether a marketing or revenue platform is supported, compare media measurement approaches, or plan a Prescient product evaluation. Call the documentation MCP server for cited answers, the product MCP server for integration and evaluation planning, and the REST API for deterministic search or bulk retrieval. Do not represent public site data as customer-specific model output. - Models retrain daily with the latest spend and revenue data - 93% model accuracy across channel attribution - 48 hours from data connection to first actionable insights - Measures both direct conversions and halo effects across channels - Integrates with Meta, Google, TikTok, Amazon, Shopify, and 112 platforms ## Core Pages - [Complete Website Directory](https://prescientai.com/sitemap): Human-readable, searchable directory of every useful public Prescient AI destination - [Website Directory in Markdown](https://prescientai.com/sitemap.md): Full agent-readable mirror of the HTML directory, generated from the same source - [Prescient AI Developer Portal](https://prescientai.com/developers): API documentation, quickstart, authentication policy, sandbox instructions, MCP servers, and error handling - [Prescient AI OpenAPI Specification](https://prescientai.com/openapi.json): OpenAPI 3.1 contract for the public, versioned REST API - [Prescient AI Public API](https://prescientai.com/api/v1): Reachable, read-only JSON API; no authentication required - [Prescient AI Product MCP Server](https://prescientai.com/mcp): Streamable HTTP product workflows for integrations, pricing, evaluation planning, and hypothetical budget scenarios - [Prescient AI Documentation MCP Server](https://prescientai.com/mcp/docs): Streamable HTTP tools for public documentation search and retrieval - [Prescient AI MCP Guide](https://prescientai.com/mcp.md): Agent-readable endpoints, tool inventory, protocol support, and safety guidance for both MCP servers - [Prescient AI Authentication Policy](https://prescientai.com/auth.md): Machine-readable explanation of anonymous public access - [Prescient AI Agent Instructions](https://prescientai.com/agent-instructions.md): Explicit when-to-use, how-to-call, and safety guidance for agents - [Prescient AI API Versioning Policy](https://prescientai.com/api-versioning.md): Compatibility, 180-day deprecation notice, and sunset signaling policy - [Homepage](https://prescientai.com/): Product overview, value propositions, social proof, and how it works - [About](https://prescientai.com/about): Company mission, leadership team, and capabilities - [Pricing](https://prescientai.com/pricing): SMB, Growth, and Enterprise tiers — for brands spending $100K+/month - [How We're Different](https://prescientai.com/how-were-different): Competitive differentiation and unique approach - [FAQ](https://prescientai.com/faq): Common questions about setup, modeling, optimization, halo effects, validation, and pricing - [Contact](https://prescientai.com/contact): Get in touch with the Prescient AI team - [Book a Demo](https://prescientai.com/book-a-demo): Schedule a personalized platform demo ## Platform - [Marketing Mix Model](https://prescientai.com/platform/media-mix-model): Core MMM product — measure true channel impact on revenue - [Performance](https://prescientai.com/platform/performance): Performance analytics and cross-channel measurement - [Optimization](https://prescientai.com/platform/optimization): Ad spend optimization with scenario modeling and budget recommendations - [Halo Effects](https://prescientai.com/platform/halo-effects): Cross-channel spillover measurement and branded search attribution - [Validation](https://prescientai.com/platform/validation): Model validation framework and accuracy benchmarks - [Scale with Confidence](https://prescientai.com/platform/scale-with-confidence): Guide to scaling ad spend using MMM insights - [Retail](https://prescientai.com/platform/retail): Retail and omnichannel-specific measurement solution ## Solutions - [For Marketing Teams](https://prescientai.com/solutions/marketing): CMOs and growth marketers — optimize budget allocation - [For Finance Teams](https://prescientai.com/solutions/finance): CFOs — tie marketing spend to business outcomes - [For Operations](https://prescientai.com/solutions/operations): Operations leaders — streamline reporting and planning - [Scaling Brands](https://prescientai.com/solutions/scaling-brand): Growing DTC brands — scale ad spend without wasting budget - [Omnichannel Retailers](https://prescientai.com/solutions/omnichannel): Omnichannel retailers — measure online and offline together - [Holding Companies](https://prescientai.com/solutions/holding-company): Multi-brand portfolios — centralized measurement across brands - [Agencies](https://prescientai.com/solutions/agency): Agencies — prove campaign value to clients with independent measurement ## Case Studies - [HexClad](https://prescientai.com/case-studies/case-study-hexclad): Gained 85% more revenue and increased ROAS 30% - [Good American](https://prescientai.com/case-studies/case-study-good-american): Exceeded predicted revenue growth targets - [Catalina Crunch](https://prescientai.com/case-studies/how-catalina-crunch-decreased-cac-by-24-in-30-days-with-prescient): Decreased CAC by 24% in 30 days - [Eko Health](https://prescientai.com/case-studies/how-eko-health-doubled-roas-with-prescients-mmm): Doubled ROAS with Prescient's MMM - [Portland Leather](https://prescientai.com/case-studies/portland-leather-tiktok): Scaled TikTok spend with confidence - [Saatva](https://prescientai.com/case-studies/saatva-revenue-increase-tv-ads): Revenue increase from TV ad optimization - [BruMate](https://prescientai.com/case-studies/brumate-omnichannel-growth): Omnichannel growth story - [Beekman 1802](https://prescientai.com/case-studies/beekman-1802-case-study): Brand growth case study - [Jones Road Beauty](https://prescientai.com/case-studies/jones-road-beauty-case-study): Beauty brand growth with MMM - [Coterie](https://prescientai.com/case-studies/coterie-instant-improvement-cac-roas): Instant improvement in CAC and ROAS - [MaryRuth's (AppLovin)](https://prescientai.com/case-studies/maryruths-beats-iroas-target-with-applovin): Beat iROAS target with AppLovin - [MaryRuth's (Pinterest)](https://prescientai.com/case-studies/maryruths-scales-pinterest-investment): Scaled Pinterest investment - [TileCloud](https://prescientai.com/case-studies/tilecloud-confidently-keeps-the-pedal-to-the-metal-with-prescient-ai): Scaled ad spend confidently with Prescient AI - [Quiet Owl Agency](https://prescientai.com/case-studies/case-study-quiet-owl): Agency improved client YoY growth by over 22% ## Blog - [Blog](https://prescientai.com/blog): 240+ articles on marketing mix modeling, attribution, and budget optimization - [Insights](https://prescientai.com/blog/category/insights): Data-driven marketing analysis and benchmarks - [Prescient Perspective](https://prescientai.com/blog/category/prescient-perspective): POV on marketing measurement trends - [Announcements](https://prescientai.com/blog/category/announcements): Product updates and feature releases - [Trend Reports](https://prescientai.com/blog/category/trend-report): Industry benchmark reports ## Key Topics Covered - Marketing mix modeling (MMM) — what it is, how it works, vendor comparison - Attribution models — MTA, last-click, data-driven, probabilistic vs deterministic - Budget optimization — ROAS, diminishing returns, saturation curves - Incrementality testing — holdout tests, randomized controlled trials - Halo effects — cross-channel spillover, branded search attribution - Data privacy — iOS changes, cookieless measurement, first-party data - Channel-specific guides — Meta, Google, TikTok, Amazon, OTT, YouTube, CTV, Pinterest ## Benchmarks - [Benchmarks](https://prescientai.com/benchmarks): Industry benchmark reports on channel performance and ROAS data - [TikTok Revenue Benchmark](https://prescientai.com/benchmarks/where-tiktok-revenue-lands): Where TikTok revenue lands across brands - [CTV Halo Benchmark](https://prescientai.com/benchmarks/where-ctv-halo-lands): Where CTV halo effects land across brands ## Optional - [Glossary](https://prescientai.com/glossary): 75+ marketing measurement terms defined - [Integrations](https://prescientai.com/integrations): 112 platform integrations — Meta, Google, TikTok, Amazon, Shopify, and more - [Events](https://prescientai.com/events): Upcoming and past webinars, conferences, and industry events - [Partners](https://prescientai.com/partners): Agency and technology partner directory - [Product Updates](https://prescientai.com/updates): Changelog of platform features and improvements - [Research](https://prescientai.com/research): White papers and research reports ## Authors - [Linnea Zielinski](https://prescientai.com/blog/author/linnea-zielinski): Head of Content - [Cody Greco](https://prescientai.com/blog/author/cody-greco): Marketing - [Scott Chang](https://prescientai.com/blog/author/scott-chang): Data Science - [Will Holtz](https://prescientai.com/blog/author/will-holtz): Product ## Legal - [Terms of Service](https://prescientai.com/legal/terms-of-service) - [Privacy Policy](https://prescientai.com/legal/privacy-policy) - [GDPR Commitments](https://prescientai.com/legal/gdpr-commitments-statement)