Landon Odom

We build research tools that read the open web so your team does not have to. Each Actor takes a plain list (company domains, pages, listings) and returns clean, structured rows you can drop into Clay, HubSpot, Salesforce, Google Sheets or your own pipeline.

• Source of truth is the company's own website. Enrichment databases go stale; we fetch the live pages every run.
• AI that cites its evidence. Profiles, scores and summaries are extracted by Claude from the pages we read, with the source URLs returned alongside every row.
• Honest billing. Pay per result. Sites that are down, parked or blocked are returned as failed and never charged.
• Business data only. We return role-based company contacts (sales@, support@) and public company facts. We do not scrape social networks or look up individuals.
• Agent ready. Every Actor works as an MCP tool, so your AI agents can call it directly.

• AI Company Profiler + ICP Fit Scorer: domains in, structured company profiles out, plus a 0 to 100 fit score against your ideal customer profile with reasons and a personalized opening line.

More on the way: pricing page extraction and hiring signal detection.

Open an issue on any Actor's page. Bugs get fixed, and fields people ask for get added.