Distribute · Designed

Account Intelligence

AEs and SDRs have no living view of funding, leadership, hiring, stack, or news across assigned accounts — so outreach stays generic.

Career signal: GTM Systems, Product GTM, Growth

All projects

1. Problem

AEs and SDRs have no living view of funding, leadership, hiring, stack, or news across assigned accounts — so outreach stays generic.

Signals get missed. Monitoring does not become an action.

Without this: Reps refresh the same feeds. Territory mapping and outreach stay disconnected.

2. Users

Primary: Single rep, personal feed (v1 is not a multi-rep admin console)

Secondary: Future: Nooks/Outreach as a handoff, not a live v1 integration

Job: See assigned-account signals and draft outreach that cites the specific event.

3. Evidence

Companion to Channel Territory Mapping. Private repo account-signal-engine. Assignments arrive via webhook from secretsafari, or manually. Own copy of accounts — no shared database — so either app can stay up if the other is down.

4. Goals and non-goals

Goals

  • Classify signals: funding, leadership_change, hiring_surge, tech_change, news_mention.
  • Mark read/dismissed.
  • Draft copyable outreach from a signal (Claude API) — payload shaped for a later Nooks/Outreach push.

Non-goals

  • Live Nooks/Outreach API, multi-rep admin, Salesforce IDs in v1.

5. MVP

Synced assignment appears in the feed; signals classified and tied to the account; a usable draft from a signal.

Question the MVP tests: Does a personal signal feed change outreach from generic to triggered?

6. Workflow

  1. Sync or enter assignment
  2. Poll Sumble / Exa
  3. Classify signal
  4. Feed (chrono or by account)
  5. Draft outreach

7. System design

Plain language

  1. Assignments
  2. Signal poll
  3. Classification
  4. Feed
  5. Draft

Technical

  1. Next.js App Router
  2. Supabase (own instance)
  3. Sumble + Exa
  4. Claude API for drafts
  5. Webhook from secretsafari

8. Data model

  • accounts
  • rep_assignments
  • signals
  • signal_feed_reads
  • outreach_drafts

9. Metrics

Operational

  • Sync without manual re-entry
  • Correct signal type and account

Behavioral

  • Drafts generated from signals
  • Read/dismiss usage

Business

  • Hypothesis: triggered outreach improves reply quality vs. generic sequences

10. Business impact hypothesis

If reps see account-specific events and can draft from them, outreach relevance should improve. No fake pipeline numbers.

11. Tradeoffs

  • Independent deploy vs. a shared database.
  • Copyable drafts vs. live sequencer push.
  • Personal feed vs. team admin.

12. Prototype

PRD. Private repo account-signal-engine. Whitespace accounts synced from territory mapping should show existing signals immediately, not wait for the next poll.

Intended value

  • Fewer missed account events
  • Outreach tied to a real trigger
  • Territory mapping connected to action

13. What I would build next

  • Live sequencer push
  • Multi-rep view
  • Salesforce IDs when available