Factors.ai vs Warmly

Factors.ai is an AI account-based marketing platform that brings ABM data together and uses AI agents to identify accounts, launch ad campaigns, and attribute wins. Teams can segment accounts with firmographic and behavioral filters, score them, and track buyer engagement. Its attribution combines first-touch, last-touch, and influenced views. The Lite plan identifies companies visiting a website and analyzes website traffic. It includes up to 5,000 monthly tracked users, up to 1,500 companies identified per month, and three seats, at $199 a month, billed $199/mo after a 14-day trial. Basic allows up to 10,000 tracked users, 3,000 companies identified per month, and five seats; Growth allows up to 50,000 tracked users, 8,000 identified companies per month, and ten seats. Enterprise includes dynamic audience syncing to Google and LinkedIn Ads and enhanced conversions for Google Ads, with up to 100,000 tracked users and 25 seats; its display says $30K Onwards per year and directs customers to contact sales. Factors.ai lists integrations with major CRM, ad, messaging, analytics, and automation services, and says Scout agents can be accessed through ChatGPT, Claude, Gemini, and other AI tools using Factors MCP. It is available on the web and through an API.

Warmly describes itself as an autonomous revenue agent platform for B2B go-to-market teams. Its Inbound Agent identifies website visitors at the person level and offers AI chat with Context Graph context, intent-based popups, and personalized microsites. The platform also lists company and people search, intent signals, phone numbers, and an email finder. Integrations include HubSpot, Salesforce, Close.io, Zoho, and Pipedrive, as well as Slack and Microsoft Teams notifications. Warmly provides an MCP server with OAuth access and REST endpoints authenticated by API key; its three tools are read-only. API and MCP credits are shared across the product, and new visitor identifications pause when the monthly credit pool runs out. The free API/MCP plan is free and includes 250 credits per month; paid API/MCP plans start at $99 a month. Annual web-deanonymization starts at $10,000 a year, Inbound Chat at $20,000 a year, and AI Inbound Autopilot at $30,000 a year, each from 10K credits per month. Warmly runs on the web and through an API, and is headquartered in San Francisco.