Sales Playbook Generator
Auto-generate tactical sales playbooks from your won deal patterns.
Turn won-deal patterns into a tactical sales playbook your reps can use today. Schedule Trigger (quarterly) or manual Webhook. Fetcher paginates Pipedrive API for won deals over a 90-day lookback window with associated activities, notes, and contact data. Assembler reconstructs deal timelines extracting discovery questions, objections, competitive mentions, value propositions, closing techniques, and deal dynamics. Analyst receives ONE aggregate call — the analysis model produces a 6-section sales playbook with evidence strength ratings. Formatter generates a Notion comprehensive playbook document with script examples, objection response frameworks, and benchmark metrics. We built this after watching a new AE spend two weeks asking colleagues how to run specific deal scenarios. The generator compiles winning patterns from closed-won deals into structured playbooks per segment and deal type.
Last updated March 16, 2026
New sales hires take 6-9 months to reach full productivity, and even veteran reps spend 30% of their time on non-revenue activities. Playbooks go stale within weeks of creation. Automated coaching and intelligence briefing systems reduce ramp time by surfacing institutional knowledge at the moment of need.
Four Agents. Six Sections. A Tactical Playbook From Your Won Deals.
Step 1 — Fetcher
Schedule + Code
Schedule Trigger fires quarterly (1st of quarter, 08:00 UTC) or manual Webhook for on-demand runs. Fetcher paginates Pipedrive API for won deals over a configurable 90-day lookback window with associated activities, notes, and contact data.
Step 2 — Assembler
Code-only
What does Assembler actually decide? Reconstructs deal timelines from activities and notes. Extracts discovery questions, objections raised, competitive mentions, value propositions cited, closing techniques used, and quantitative deal dynamics (cycle length, stage progression, discount patterns).
Step 3 — Analyst
Tier 2 Classification
This step exists because raw data alone is not enough. the analysis model receives ONE aggregate call with all deal timelines. Produces a 6-section sales playbook (discovery_questions, objection_handling, competitive_positioning, value_propositions, closing_techniques, deal_dynamics) with evidence strength ratings: STRONG (5+ deals), MODERATE (3–4), EMERGING (2).
Step 4 — Formatter
Tier 2 Classification
Without this step, upstream analysis sits idle. the analysis model generates a structured Notion playbook document with script examples, objection response frameworks, competitive positioning guides, and benchmark metrics. Conditional competitor section toggle.When 3 of 10 leads scored below threshold, the fix was the pipeline, not the criteria. Acceptance criteria is locked — no post-hoc relaxation.
That's the full pipeline. Here's what it intentionally does NOT do — and why those boundaries exist.
What It Does NOT Do
Does not review quarterly pipeline metrics — that is what Quarterly Business Review Generator does
Does not diagnose stalled deals — that is what Deal Stall Diagnoser does
Does not re-activate lost deals — that is what Lost Deal Re-Activation Agent does
Does not modify Pipedrive data or reassign deals — read-only analysis with Notion output
Does not scrape external websites — all data from Pipedrive API
Does not coach individual reps — generates a team-level playbook from aggregate patterns
With those boundaries clear, here's everything that ships when you purchase.
The Complete Customer Success Bundle
6 files.
The technical specifications below are ITP-measured, not estimated.
Tested. Measured. Documented.
Every metric is Independent Test Protocol (ITP)-measured. The Sales Playbook Generator turns Pipedrive won-deal patterns into a tactical 6-section playbook — extracting discovery questions, objection responses, competitive positioning, and closing techniques with evidence strength ratings at $0.11/run.
Agent Architecture
Fetcher (code-only) → Assembler (code-only) → Analyst (Sonnet 4.6) → Formatter (Sonnet 4.6)
Required Credentials
Pipedrive (pipedriveApi), Notion (httpHeaderAuth), Anthropic API
Bundle Contents
6
Cost per Run
$0.11/run (avg)
n8n Compatibility
2.7.5
Tested on n8n v2.7.5, March 2026
Sales Playbook Generator v1.0.0 — Technical Reference━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━Architecture: 22 n8n nodes, 4 agents (Fetcher → Assembler → Analyst → Formatter)Trigger: Schedule (quarterly, 1st of quarter 08:00 UTC) or manual WebhookInput: Pipedrive API — won deals with activities, notes, contact dataIntelligence: Sonnet 4.6 (Analyst playbook generation + Formatter Notion document)Output: Notion (comprehensive sales playbook document)Cost: $0.11/run (ITP-measured average)ITP: 8 variations, 14/14 milestones PASSBQS: 12/12 PASSTool A: Pipedrive (input — won deal data via pipedriveApi credential)Tool B: Notion (output — playbook document via httpHeaderAuth API)Intelligence: 6-section playbook taxonomy + AGGREGATE pattern (single Analyst call)Cost Value: 0.11
What You'll Need
Platform
n8n 2.7.5+
Est. Monthly API Cost
$0.04/month (quarterly runs) + Pipedrive/Notion included tiers
Credentials Required
- ▪Anthropic API
- ▪Pipedrive (pipedriveApi)
- ▪Notion (httpHeaderAuth, Bearer prefix)
Services
- ▪Pipedrive account (pipedriveApi credential with deals, activities, notes scopes)
- ▪Notion workspace (integration token with Bearer prefix)
- ▪Anthropic API key
Setup Track
Quick Start
~15 min
All credentials live, n8n running
Full Setup
1–2 hrs
Needs API config + tables
From Scratch
2–4 hrs
No n8n, no credentials
Sales Playbook Generator v1.0.0
$299
one-time purchase
What you get:
- ✓ITP-tested 22-node n8n workflow — import and deploy
- ✓Quarterly Schedule Trigger (1st of quarter, 08:00 UTC) or manual Webhook for on-demand runs
- ✓Pipedrive API pagination for won deals with activities, notes, and contact data
- ✓90-day configurable lookback window for deal analysis
- ✓6-section playbook taxonomy: discovery_questions, objection_handling, competitive_positioning, value_propositions, closing_techniques, deal_dynamics
- ✓Evidence strength ratings: STRONG (5+ deals), MODERATE (3–4 deals), EMERGING (2 deals)
- ✓Notion playbook document with script examples, objection frameworks, and benchmarks
- ✓Configurable: lookback window, minimum deals threshold, competitor section toggle, evidence threshold, Notion database target
- ✓AGGREGATE architecture: single Analyst + Formatter calls — $0.11/run regardless of deal count
- ✓Dual the analysis model: no Opus required
- ✓ITP 8 variations, 14/14 milestones, $0.11/run measured
- ✓All sales final after download
Frequently Asked Questions
How does it differ from Quarterly Business Review Generator?+
Complementary products covering different outputs from your pipeline data. QBR generates a quarterly metrics dashboard — win/loss ratios, revenue totals, activity volumes. SPG generates a tactical playbook — specific discovery questions, objection scripts, and closing techniques extracted from your actual wins.
What are the six playbook sections?+
Discovery Questions — most effective questions from won deals, ranked by frequency and categorized by stage. Objection Handling — common objections and winning responses (price/timing/competition/authority/need). Competitive Positioning — win-against patterns and differentiators that resonated.
How does evidence strength work?+
Each pattern is classified by how many won deals support it. STRONG (5+ deals) means the pattern is reliable and repeatable. MODERATE (3–4 deals) means the pattern is emerging but needs more data.
Can I exclude the competitive positioning section?+
Yes. Set INCLUDE_COMPETITOR_SECTION to false in the Config Loader. The Analyst still produces the other 5 sections (discovery, objections, value props, closing, deal dynamics).
How often should I run it?+
Quarterly is the default (1st of quarter at 08:00 UTC). This provides a fresh playbook at the start of each sales quarter with enough deal data (90-day lookback) for meaningful patterns. You can also trigger on-demand via Webhook after a particularly strong month or when onboarding new reps.
Why is it $0.11/run?+
AGGREGATE architecture. Instead of analyzing deals individually, all deal timelines are assembled by code-only nodes and sent to the Analyst in a single call. The Formatter also receives one call.
Does it use web scraping?+
No. All data comes from the Pipedrive API: won deals, activities, notes, and contact data. No web_search, no external data sources, no scraping.
How does it differ from Deal Stall Diagnoser?+
Different deal populations and different purposes. DSD analyzes stalled deals to diagnose why they are stuck. SPG analyzes won deals to extract what made them succeed.
Is there a refund policy?+
All sales are final after download. Review the Blueprint Dependency Matrix and prerequisites before purchase. Questions?