Pipedrive Activity Gap Detector

Daily AI-powered activity cadence monitoring for your Pipedrive pipeline — detects gaps in call, email, and meeting frequency before deals stall, ranked by deal value and severity.

Daily AI-powered activity cadence monitoring for your Pipedrive pipeline — detects gaps in call, email, and meeting frequency before deals stall, ranked by deal value and severity.

Four Agents. Daily Cadence Monitoring. Zero Manual Auditing.

Step 1The Fetcher

Code-only

Retrieves all active deals and their activities from Pipedrive API with pagination. Extracts deal metadata (value, stage, owner) and activity history (calls, emails, meetings) for the lookback period.

Step 2The Assembler

Code-only

Computes per-deal cadence compliance across 4 dimensions (call, email, meeting, overall touch rate) against stage-specific rules. Classifies gaps as OVERDUE, CRITICAL, or ABANDONED. Ranks by deal value multiplied by severity.

Step 3The Analyst

Classification

Analyzes team-wide activity patterns, identifies stage bottlenecks, generates per-rep coaching insights, and quantifies high-value revenue at risk from activity gaps.

Step 4The Formatter

Creative

Generates a Slack daily digest with pipeline health summary, top flagged deals, per-rep compliance heatmap, and coaching recommendations. Writes Pipedrive deal notes for CRITICAL and ABANDONED deals.

What It Does NOT Do

×

Does not diagnose why deals are stalled — use Deal Stall Diagnoser (#21) for reactive stall diagnosis

×

Does not audit CRM data quality — use CRM Data Decay Detector (#13) for field-level data decay

×

Does not track deal handoff quality — use Pipedrive Deal Handoff Brief (#46) for ownership changes

×

Does not send automated outreach — it flags gaps for human follow-up and action

×

Does not monitor Slack deal channels — use Deal Sentiment Monitor (#42) for Slack-based analysis

×

Does not provide real-time alerts — daily batch analysis runs on a weekday schedule

The Complete Customer Success Bundle

6 files.

pipedrive_activity_gap_detector_v1_0_0.jsonMain workflow (28 nodes)
pipedrive_activity_gap_detector_scheduler_v1_0_0.jsonScheduler workflow (3 nodes)
README.md10-minute setup guide
docs/TDD.mdTechnical Design Document
system_prompts/analyst_system_prompt.mdAnalyst prompt reference
system_prompts/formatter_system_prompt.mdFormatter prompt reference

Tested. Measured. Documented.

Daily pipeline-wide activity cadence analysis across 4 compliance dimensions with deal-value-weighted severity ranking and dual-channel delivery.

Model

Sonnet 4.6 (SINGLE-MODEL)

Nodes

28 + 3

Agents

4

Pattern

AGGREGATE

Trigger

Schedule (daily 8:00 UTC weekdays) + Webhook

LLM Calls / Run

2 per run

cost_per_run

$0.03-0.10

Pipedrive Activity Gap Detector v1.0.0───────────────────────────────────────────────Nodes            28 (main) + 3 (scheduler)Agents           4 (Fetcher, Assembler, Analyst, Formatter)LLM Calls        2 per run (Analyst + Formatter)Model            Sonnet 4.6 (SINGLE-MODEL)Trigger          Schedule (daily 8:00 UTC weekdays) + WebhookPattern          AGGREGATE (daily batch)Tool A           Pipedrive (pipedriveApi) — active deals + activities per dealTool B           Slack (httpHeaderAuth) — daily digest + deal notesITP              8 variations, 14 milestonesBQS              12/12 PASSCost             $0.03–$0.10 per run

What You'll Need

Platform

n8n 2.7.5+

Est. Monthly API Cost

~$0.03-0.10 per daily run. 20 runs/month ~$0.60-2.00/month.

Credentials Required

  • Anthropic API
  • Pipedrive API (pipedriveApi type)
  • Slack (Bot Token, httpHeaderAuth Bearer)

Services

  • Pipedrive account ($12.50+/user/mo)
  • Slack workspace (Bot Token with chat:write scope)
  • 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

Pipedrive Activity Gap Detector v1.0.0

$199

one-time purchase

What you get:

  • 28-node main workflow + 3-node scheduler
  • Daily activity cadence monitoring across 4 compliance dimensions
  • Stage-specific cadence rules (discovery, proposal, negotiation)
  • Gap severity classification (OVERDUE, CRITICAL, ABANDONED)
  • Per-rep compliance scoring and coaching insights
  • Slack daily digest with pipeline health heatmap
  • Pipedrive deal notes for flagged deals
  • Configurable cadence rules, thresholds, and output channels
  • Full technical documentation + system prompts

Frequently Asked Questions

What activity types does it monitor?+

Calls, emails, and meetings logged in Pipedrive. The system compares actual activity frequency against configurable stage-specific cadence rules to detect gaps before deals stall.

How does gap severity work?+

The system computes a gap ratio (days since last activity divided by expected cadence interval). OVERDUE is >1.5x, CRITICAL is >2x, and ABANDONED is >3x the expected interval. Each deal is scored across call, email, meeting, and overall touch rate dimensions.

Can I customize the cadence rules?+

Yes. CADENCE_RULES is a JSON configuration that defines expected activity frequency per pipeline stage. Default: discovery (1 call + 1 email per 5 days), proposal (1 email per 3 days), negotiation (1 touch per 2 days). Modify to match your sales process.

How does it differ from Deal Stall Diagnoser?+

Deal Stall Diagnoser (#21) diagnoses deals that have ALREADY stalled — it runs on-demand when a deal is stuck. Activity Gap Detector runs DAILY and detects cadence violations BEFORE deals stall. It is preventive monitoring vs reactive diagnosis.

Does it write notes to Pipedrive?+

Yes, when PIPEDRIVE_NOTE is enabled (default: true). For deals classified as CRITICAL or ABANDONED, the system writes a note to the deal in Pipedrive with specific cadence violations and recommended next actions. This is configurable.

Does it use web scraping?+

No. All data comes from the Pipedrive REST API (deals and activities endpoints). No web scraping, no page parsing.

Is there a refund policy?+

All sales are final after download. Review the Blueprint Dependency Matrix and prerequisites before purchase. Questions? Contact support@forgeworkflows.com before buying. Full terms at forgeworkflows.com/legal.

Read the full guide →

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