D DemandScout
Story-based intent · Not another contact dump

Outbound that knows why to reach out.

DemandScout watches public events around the companies you care about — hiring, expansion, funding, exec changes, incidents — and surfaces only the ones where something just happened that makes them a fit for what you sell. Each lead comes with the story, the matched signals, and a drafted email.

No credit card. One workspace per signup.

A scored feed, with the story behind every score

Four pieces, working together every day.

1

Watch public events

ATS feeds (Greenhouse, Lever, Ashby), news RSS, funding announcements. Auto-discovers new sources when coverage gaps appear.

2

Detect patterns

Hiring spikes, location openings, funding events, leadership changes, on-site incidents, regulatory filings. Deterministic detectors, fully explainable.

3

Score by your intent

You describe your ideal customer in plain English. An LLM reads each company's story and ranks fit. Wrong-vertical companies are explicitly gated out.

4

Draft the outreach

Each lead expands to its full story plus a personalised cold email referencing the specific event that made it match. Copy, send, get back to work.

One engine. Per-vertical packs.

Whether you sell DevOps services, video surveillance, construction supply, or anything else into B2B — the underlying machine is the same. You pick the vertical pack that matches your business; the system pre-configures the right sources, the right patterns, and the right starter intent template.

  • Vertical packs: IT/DevOps services, Physical security, more coming
  • Target markets: filter candidates by country (US, EU, more)
  • Self-curating sources: system flags coverage gaps and proposes new ones
  • Every score comes with the story — timeline, patterns, match explanation
  • Self-hosted option; your event data stays in your cluster
$ scored feed — three intents, three verticals

 95  Databricks         databricks.com    devops
     · hiring_spike, first_of_role, geo_expansion
     "B2B SaaS scaling: SRE first-of-role + 4 new
      offices. Strong fit for infra consulting."

 90  Northgate Markets  northgate.com     surveillance
     · location_opened, incident_reported
     "Regional grocery chain: 3 new stores opened
      this quarter + a recent break-in in local news."

 85  ACME Logistics     acmefreight.com   logistics
     · post_funding_ramp, leadership_change
     "Just closed a $40M Series B + new VP of Ops.
      Likely to invest in warehouse-management tech."

 0   Random SaaS Co     randomsaas.com    surveillance
     · firmographic mismatch — no physical sites

Stop guessing who to email next week.

Setup takes ~2 minutes: create a workspace, pick a vertical pack, describe your ideal customer in a sentence. The first scored feed lands within a day.