B2B data
Every DataForB2B article tagged “B2B data” — 6 posts on building AI agents with real-time B2B data.
Real-Time Data for AI Agents: Why Snapshots Fail (2026)
Real-time data for AI agents, explained through failure stories: why stale snapshots break agent actions, and how live fetches and webhooks close the gap.
Best MCP Servers for B2B Data & Prospecting (2026)
Most MCP servers are lazy wrappers. How to judge the best MCP servers for B2B data with a real Claude session, native-tool criteria, and honest costs.
Where Do AI SDRs Get Their Data? Sources That Hold Up
Where do AI SDRs get their data? A source-by-source map: cached databases, live fetch, social intent, hiring and funding signals, and why bounces happen.
Structured Data for LLM Agents: A Practical Primer
Structured data for LLM agents has two meanings. This primer sorts them out and shows why an agent needs typed B2B fields as input, not prose, to act.
How to Give AI Agents Access to B2B Data (2026)
How to give AI agents access to B2B data: on-demand REST, native MCP tools, and webhook push, plus the iteration loop that gets an agent to the best list.
Data Enrichment Techniques: What Actually Works in 2026
Data enrichment techniques compared from the field: scraping and cleanup, DIY pipelines, waterfall providers, and the live multi-source fetch replacing them.
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