Best Data Enrichment Tools for Attio

SpecStream turns a plain-words request into live web data. Ask for companies, local businesses, people at companies, job posts, SEC filings, government tenders or grants, and SpecStream reads registries, maps, filings, job boards and each company's own site to bring back structured records, every value with its source page. Requests stay current: new and changed records arrive on a schedule in Google Sheets, Excel, HubSpot, Salesforce, Slack or an AI agent through MCP and the REST API. Prices are shown before anything runs and only matches are paid, from 10 cents each; new accounts get $10 of work free.