Workspace/SERP Scout
Live spendSettings

Spend mode

Live Provider calls purchase real DataForSEO / Google Ads data. Caps apply per run and daily SERP monitor.

Integrations

  • DataForSEO — organic + maps SERPs (research & monitoring)
  • Google Ads — keyword volume on promote (OAuth + developer token)
  • Retell / Twilio — voice agent CRM (Voice agent)

Credentials are environment variables on the host — see .env.example and docs/vercel-deploy.md.

Estimates & methodology

This product refuses to dress guesses as measurements. Keep these distinctions when you act on a number:

Search volume
Catalog volumes come from Google Ads exports / API. Scan demand is population-modelled when not purchased.
SERP difficulty
Measured from live/fixture organic only. Missing components are omitted — never zeroed.
EMD / 30-day verdict
A prior from published research until calibration has outcomes. The only “go buy” signal.
Rent
Modelled, not a quote from a tenant.
Nulls
Render as — . Zero means measured zero.

Product flow

ResearchPipeline (save) → Markets (operate) → Tracking (monitor) → deepen research on the market cell.