Articles on where go-to-market data is going, playbooks you can run today, and reports on what the data says - written by the team building the agents that source, enrich, verify and deliver it.
Explore 64 guides to AI agents, prospecting, business data and reliable delivery, with examples and sources.
Lusha is a B2B contact database with a browser extension, a workspace, an API and an MCP server, sold as credits per revealed email or phone. AstroFabric is the agent layer that discovers, enriches, verifies and delivers company and person data from an objective, with a source on every field. The honest map, with September 2026 pricing.
Exa Websets turns a natural-language query into a verified list of companies, people or documents, with the reasoning and references behind every match, from the search engine Exa built for AI agents. AstroFabric starts where the list ends: enrichment with provenance, verification, standing signals, audiences and governed delivery into the systems you run. The honest map, with September 2026 pricing.
Ocean.io is the specialist for lookalike account discovery: paste your best customers, get the companies that resemble them. AstroFabric runs the lookalike step and everything after it - people, verification, enrichment, signals, audiences - as agent missions. The honest map, with September 2026 pricing.
Evaluating Apollo alternatives? Split the data job from the sending job, score each separately, and see when a dedicated data layer fits better than a bundle.
How to evaluate Clay alternatives by workflow ownership, composition model, data scope and tool fit, with a scored rubric and a worked example.
Open a workspace and the playbook library is waiting - describe the outcome and the agents carry it end to end, on your plan's monthly credits.