Tools that try to answer "how much will we actually close this quarter" - CRM-native ML forecast engines (BoostUp/Terret, Aviso, Kluster) sold sales-led and quote-only, incentive-comp platforms that tie forecast risk to rep behavior (Xactly, Varicent), FP&A tools that model revenue top-down as one planning use case among several (Vareto, Cube Software, Pigment, Anaplan), and forecasting bolted onto core CRMs for free (Salesforce, HubSpot). The tension: almost every vendor in this category quotes a specific forecast-accuracy percentage with no published methodology behind a demo-request wall, and a real, self-serve MCP server is the exception rather than the rule - Pigment and Cube Software are the only two found here with one.
33 listings. Catalog build: 2026-10-17.
Connected-planning platform whose AI forecasting engine - originally branded PlanIQ, now superseded by "Anaplan Forecaster" (launched October 2025) - generates time-series demand/sales/revenue forecasts that feed directly into a customer's broader Anaplan models.
Revenue intelligence for SaaS founders: ICP scoring, persona profiling, competitive positioning.
Revenue intelligence MCP server: RFM analysis, 14.5-point ICP scoring, pipeline health scoring. Embeds Artefact Formula methodology. HubSpot integration. - artefactventures/artefact-mcp-server
AI revenue operations platform combining pipeline forecasting, conversation/deal intelligence, and agentic workflow automation for sales, RevOps, and customer success teams.
AI revenue-intelligence and pipeline-forecasting platform that ingests CRM, email, call, and calendar data to produce forecasts and deal-risk scores, plus (post-rebrand) automated GTM workflow agents.
The first commission platform where plans are created, modified, and versioned via API. Statements your team trusts. Plan changes in minutes, not weeks.
Sales commission software that grows revenue.
Spreadsheet-native FP&A planning and reporting platform for finance teams; revenue-scenario modeling is one supported use case rather than a dedicated CRM-native sales-forecasting product.
Data Parrot brings AI revenue analysis of your HubSpot data into your AI tools.
Revenue-intelligence add-on for Salesforce/HubSpot that syncs email and calendar activity into the CRM and layers on relationship scoring, conversation capture, and pipeline forecasting.
Forecastable transforms partnerships into co-sell engines your CRO can forecast, your CFO can defend, and your CEO can scale. Live in 30 days.
AI sales-forecasting and pipeline-intelligence platform built for HubSpot and Salesforce users, applying machine learning, time-series models, and weighted-pipeline methods to predict a forecast range (best case/commit/worst case) and support what-if scenario modeling.
Conversational B2B deal velocity scoring engine skill for AI agents.
A licensed add-on module (separate from the base Gong Foundation license, with a lighter "Forecast Essentials" tier bundled into Gong's Deal Execution package) that turns Gong's conversation-intelligence signals into AI deal-likelihood scores, risk indicators, forecast rollups, and forecast-analytics dashboards. See 03-conversation-intel.md for Gong's full platform entry (core product, general MCP server, enterprise-only API gate) - this entry covers only what's forecast-specific.
HubSpot's forecasting tool inside Sales Hub/Service Hub, turning pipeline data into revenue predictions via weighted-pipeline calculations plus an "AI forecasting" layer shown in-product. See 06-revops-infra.md for HubSpot's full platform entry (Breeze AI agents, official MCP servers, free API tier) - this entry covers only the forecasting-specific angle.
AI-native revenue forecasting and revenue-analytics platform for mid-market to enterprise SaaS companies - plugs into the CRM, ingests historical performance and activity data, and produces AI/statistical forecasts across new business, renewals, upsells, and downgrades.
Revenue intelligence platforms for startups
Combined revenue-enablement and revenue-intelligence platform; the InsightSquared product (acquired January 2022) is now folded into "Mediafly Intelligence360," providing deal inspection, pipeline forecasting, and conversation intelligence alongside Mediafly's original content-enablement product.
OneHQ brings CRM, commissions, case management, and reporting together in one place, so insurance teams can reduce busy work, help more clients, and scale.
Palette automates your sales commissions. Save time and reduce errors. Get full visibility on commissions.
Sales analytics, ML forecasting, customer segmentation, and trend analysis.
AI analytics - sales analysis, ML forecasting, customer segmentation.
AI-native enterprise business-planning (EPM) platform used across finance, sales, HR, and supply chain; GTM-relevant use cases include capacity, territory, and quota planning and revenue-growth-management scenario modeling.
Pipedrive's built-in AI-driven forecasting layer - not a separately branded "Insights" product, but the CRM's AI Sales Assistant plus probability-weighted pipeline forecasting math. See 06-revops-infra.md for Pipedrive's full CRM entry (general MCP server, OAuth, free-on-all-plans MCP access) - this entry covers only the forecasting angle.
Customer Intelligence AI that predicts churn and growth from product telemetry, CRM data and conversational signals.
Revenue Intelligence platform that automatically captures sales activities to help you identify and fix revenue leaks.
Salesforce-native AI-guided-selling platform whose forecasting product reads live Salesforce opportunity data to produce automatic rep/manager/VP forecast roll-ups without CSV exports or manual sync.
RevenueOS finds opportunities, executes approved revenue work, and measures what happened. Self-hosted, MIT-licensed, and proven on a real business run - see the evidence.
Sales Cloud's AI forecasting feature, analyzing past opportunities, account history, and activities plus rep win-rates to generate revenue predictions with confidence ranges. See 06-revops-infra.md for Salesforce's full platform entry (Agentforce, Hosted MCP Servers, enterprise-only MCP gate) - this entry covers only the forecasting-specific angle.
15 AI revenue intelligence tools for Salesforce - pipeline, deals, coaching, competitors.
FP&A / financial-planning platform for finance teams (budgeting, headcount planning, driver-based modeling, cash-flow forecasting) that lists "Sales Revenue Forecasting" and "Capacity Planning" as one of several supported use cases.
Enterprise sales-performance-management (SPM) platform covering incentive compensation, quota setting, territory design, pipeline management, and revenue forecasting in one suite.
Revenue platform combining incentive-compensation management (Xactly Incent) with pipeline/revenue forecasting (Xactly Forecast), using compensation-plan and rep-behavior data as a forecasting input.