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 projects1. 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
- Sync or enter assignment
- Poll Sumble / Exa
- Classify signal
- Feed (chrono or by account)
- Draft outreach
7. System design
Plain language
- Assignments
- Signal poll
- Classification
- Feed
- Draft
Technical
- Next.js App Router
- Supabase (own instance)
- Sumble + Exa
- Claude API for drafts
- 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