Gmail Sales Response Time Analyzer

Weekly AI analysis of your sales team's Gmail response times — identifies deals at risk from slow replies, scores per-rep velocity, and surfaces time-of-day patterns that predict wins.

Weekly AI analysis of your sales team's Gmail response times — identifies deals at risk from slow replies, scores per-rep velocity, and surfaces time-of-day patterns that predict wins.

How the Gmail Sales Response Time Analyzer Works

The Fetcher

Step 1 — The Fetcher

Code-only

Retrieves Gmail thread-level timestamps for each configured sales rep. Extracts sent/received times, thread participants, and subject lines via the Gmail API for the configured lookback period.

The Enricher

Step 2 — The Enricher

Code-only

Matches email thread participants to active Pipedrive deals by email address. Retrieves deal stage, value, last activity, and owner to correlate response speed with deal health.

The Assembler

Step 3 — The Assembler

Code-only

Computes 5 response time dimensions: per-rep distribution (median, p90, min, max), deals at risk (slow responses on active deals), response vs stage (speed by deal stage), time patterns (hour/day analysis), and team benchmark (averages + baseline trend). Classifies each response as URGENT (>24h), WARNING (4-24h), or HEALTHY (<4h).

The Analyst

Step 4 — The Analyst

Tier 2 Classification

Sonnet 4.6 scores each dimension with evidence and generates per-rep scorecards with coaching notes. Identifies highest-value deals at risk from slow responses and surfaces team-level insights connecting response patterns to deal outcomes.

The Formatter

Step 5 — The Formatter

Tier 3 Creative

Generates a Slack weekly digest with per-rep scorecards, team benchmarks, and deals-at-risk alerts. Creates a Notion response time brief with full dimension analysis, trend comparisons, and prioritized recommendations.

What It Does NOT Do

×

Does not send emails or modify your Gmail — it only reads thread timestamps for analysis

×

Does not replace your sales management process — it provides data-driven response time intelligence for human coaching decisions

×

Does not classify email intent or content — use EIC (#11) for email intent classification

×

Does not coach on CRM activity metrics — use SRPC (#35) for HubSpot-based performance coaching

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Does not guarantee faster responses — it identifies patterns and at-risk deals for manager action

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Does not monitor real-time per-email alerts — weekly batch analysis optimizes for actionable intelligence over noise

The Complete Customer Success Bundle

6 files. Main workflow + scheduler + prompts + docs.

gmail_sales_response_time_analyzer_v1_0_0.json — Main workflow (30 nodes)
gmail_sales_response_time_analyzer_scheduler_v1_0_0.json — Scheduler workflow (3 nodes)
README.md — 10-minute setup guide
system_prompts/analyst_system_prompt.md — Analyst prompt (response time analysis)
system_prompts/formatter_system_prompt.md — Formatter prompt (Slack + Notion)
docs/TDD.md — Technical Design Document

Tested. Measured. Documented.

Weekly aggregate analysis of sales team Gmail response times across 5 dimensions, correlated with Pipedrive deal health.

Gmail Sales Response Time Analyzer v1.0.0───────────────────────────────────────────────Nodes            30 (main) + 3 (scheduler)Agents           5 (Fetcher, Enricher, Assembler, Analyst, Formatter)LLM Calls        2 per run (Analyst + Formatter)Model            Sonnet 4.6 (SINGLE-MODEL)Trigger          Schedule (weekly Monday 8:00 UTC) + WebhookPattern          AGGREGATE (weekly response time analysis)Tool A           Gmail (OAuth2) — thread-level timestamp analysisTool B           Pipedrive (pipedriveApi) — deal matching, stage, valueTool C           Slack (httpHeaderAuth) — weekly digest with per-rep scorecardsTool D           Notion (httpHeaderAuth) — response time briefITP              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

Weekly cost ~$0.03-0.10/run (~$0.12-0.40/month)

Credentials Required

  • ▪Anthropic API
  • ▪Gmail (OAuth2, gmailOAuth2)
  • ▪Pipedrive (API token, pipedriveApi)
  • ▪Slack (Bot Token, httpHeaderAuth Bearer)
  • ▪Notion (Integration, httpHeaderAuth Bearer)

Services

  • ▪Gmail (Google Workspace with OAuth2)
  • ▪Pipedrive CRM
  • ▪Slack workspace (Bot Token with chat:write scope)
  • ▪Notion workspace (Integration)
  • ▪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

Gmail Sales Response Time Analyzer v1.0.0

$199

one-time purchase

What you get:

  • ✓Production-ready n8n workflow (30 nodes + 3-node scheduler)
  • ✓5-dimension response time scoring (per-rep distribution, deals at risk, stage correlation, time patterns, team benchmark)
  • ✓Risk classification: URGENT (>24h), WARNING (4-24h), HEALTHY (<4h)
  • ✓Per-rep scorecards with coaching notes and priority actions
  • ✓Slack weekly digest with team benchmarks and deals-at-risk alerts
  • ✓Notion response time brief with full dimension analysis and trends
  • ✓Configurable thresholds, lookback period, and baseline comparison
  • ✓ITP test protocol with 8 variation fixtures
  • ✓Full technical documentation and system prompts

Frequently Asked Questions

How does it measure response time?+

The Fetcher retrieves Gmail thread timestamps for each configured rep email address. It calculates the time between an inbound email from a prospect/customer and the rep's reply within the same thread. Only business-relevant threads are analyzed (not internal emails or automated notifications).

How does deal correlation work?+

The Enricher matches email thread participants to your active Pipedrive deals by email address. When a slow response is detected on a thread involving a deal contact, that deal is flagged as at-risk with the response time, deal value, and stage information.

What are the 5 response time dimensions?+

Per-rep distribution measures individual velocity (median, p90, min, max). Deals at risk flags active deals with slow responses. Response vs stage shows speed by deal stage. Time pattern reveals hour-of-day and day-of-week blind spots. Team benchmark tracks averages and trends against a historical baseline.

What do the risk levels mean?+

URGENT (>24h) means the prospect may disengage and deal health is deteriorating. WARNING (4-24h) means the rep is above best practice and should be monitored. HEALTHY (<4h) means the rep is aligned with high-conversion response velocity. Thresholds are configurable.

How often does it run?+

The scheduler fires every Monday at 8:00 UTC by default, analyzing the previous 7 days of email activity. You can adjust the cron expression in the scheduler workflow or trigger it manually via webhook at any time.

Does it use web scraping?+

No. All data comes from the Gmail API (email threads and timestamps) and Pipedrive API (deals and contacts). No web_search or external scraping. Fully deterministic and fast.

How is this different from Email Intent Classifier or Sales Rep Performance Coach?+

Email Intent Classifier (#11) classifies what emails mean (intent categories). Sales Rep Performance Coach (#35) coaches on HubSpot activity metrics. Gmail Sales Response Time Analyzer measures how fast reps respond to Gmail and correlates that speed with Pipedrive deal outcomes. Different data sources, different intelligence.

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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