Support Pattern Analyzer
AI reads your Freshdesk. Delivers a weekly support intelligence brief before standup.
Every Monday, AI pulls your entire week of support tickets from Freshdesk, clusters them by topic, flags emerging bugs, scores severity by customer tier, and delivers a structured support intelligence brief to Notion with a condensed summary to Slack. 19-node swarm. $0.22/run typical. $0.88/month at weekly cadence.
One Analyst. Weekly Ticket Intelligence. Dual Delivery.
Step 1 — Ticket Fetcher
Code Only
Every Monday at 08:00, the workflow pulls up to 500 tickets from Freshdesk via paginated API calls (5 pages × 100 tickets). Deduplicates, computes basic stats (total, open, high-priority, by-type breakdown), and passes the enriched ticket set downstream. Zero LLM cost.
Step 2 — The Analyst
Tier 1 Reasoning
Opus 4.6 clusters tickets into 3–8 topic groups by semantic similarity, detects emerging bugs (new issue types this week), identifies top affected customers, breaks down severity by Enterprise / Mid-Market / SMB tier, scores overall week health (GREEN / YELLOW / RED), and generates 3–5 recommended actions for your Support lead.
Step 3 — The Formatter
Dual Delivery
Converts the analysis into two formats simultaneously: a full 7-section Notion page (Clusters, Emerging Bugs, Top Customers, Tier Breakdown, Week Health, Recommendations, Raw Stats) and a condensed Slack Block Kit summary with health badge, top 3 clusters, and a link to the full brief. Both deliveries are non-blocking.
What It Does NOT Do
Does not replace your helpdesk platform — it delivers intelligence briefs, not ticket routing or agent assignment
Does not integrate with Zendesk, Intercom, or other support tools — Freshdesk only in v1.0
Does not provide real-time alerting — it runs weekly on a schedule, not on every ticket creation
Does not analyze ticket descriptions or attachments — v1.0 uses ticket metadata (subject, status, priority, type, tags, company)
The Complete Customer Success Bundle
9 files — workflow, system prompt, rubrics, guides, and complete documentation.
Tested. Measured. Documented.
Every metric is ITP-measured. The Support Pattern Analyzer processes up to 500 Freshdesk tickets at $0.22/run with a single Opus 4.6 call.
Workflow Nodes
19 specialized n8n nodes
Blueprint Quality Standard
BQS v2 — PASS
Agent Architecture
1 (Analyst — Opus 4.6)
Bundle Contents
9 (workflow + docs + system prompt)
Cost per Run
$0.22 typical
ITP Milestones
12/14 PASS (2 DEFERRED)
n8n Compatibility
v2.7.5
Support Pattern Analyzer v1.0.0 — Technical Reference━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━Pipeline: Schedule Trigger → Config Loader → ITP Check → Ticket Fetcher (Freshdesk API, paginated) → Ticket Processor (dedup, stats) → Empty Check → Analyst Prompt Constructor → The Analyst (Opus 4.6) → Analyst Response Parser → Formatter (Notion blocks + Slack Block Kit) → Notion Page Creator + Slack Message Sender → Success LoggerTopology: Scheduled weekly (Monday 08:00), Freshdesk ingestion, single LLM call, dual delivery (Notion + Slack)Clustering: 3–8 topic clusters per run with trend direction (NEW / GROWING / STABLE / DECLINING)Week Health: GREEN (≤2 high-priority, no emerging bugs) | YELLOW (3–5 high-priority or 1 emerging bug) | RED (>5 high-priority or >1 emerging bug)Brief Sections: Clusters | Emerging Bugs | Top Affected Customers | Tier Breakdown | Week Health | Recommendations | Raw StatsNode Count: 19 (Schedule 1, Webhook 1, Code 7, HTTP Request 5, IF 2, Respond 1, Filter 1, Set 1)LLM: Claude Opus 4.6 (Analyst, single call per run)Cost: $0.22/run typical | $0.88/month at weekly cadenceITP: 20/20 accuracy | 12/14 milestones (2 DEFERRED: SPA-01 rubric, SPA-06 credentials)BQS: 12/12 PASSMax Tickets: 500 per run (5 pages × 100 tickets/page)
What You'll Need
Platform
n8n 2.11.2+
Est. Monthly API Cost
Under $1/month
Credentials Required
- ▪Anthropic API
- ▪Freshdesk API
- ▪Notion API
- ▪Slack Bot Token
Services
- ▪Freshdesk account
- ▪Notion workspace
- ▪Slack workspace
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
Support Pattern Analyzer v1.0.0
$199
one-time purchase
What you get:
- ✓Production-ready 19-node n8n workflow — import and deploy
- ✓Weekly Freshdesk ingestion — pulls up to 500 tickets per run, paginated automatically
- ✓Ticket clustering — 3–8 topic clusters with trend direction (NEW / GROWING / STABLE / DECLINING)
- ✓Emerging bug detection — flags issue types appearing for the first time this week
- ✓Customer tier severity breakdown — Enterprise / Mid-Market / SMB
- ✓Week health score — GREEN / YELLOW / RED with rationale, automated every week
- ✓Dual delivery: 7-section Notion brief + condensed Slack Block Kit summary
- ✓$0.22/run typical — $0.88/month at weekly cadence
- ✓ITP test results with 20 fixtures and 12/14 milestones
- ✓All sales final after download
Frequently Asked Questions
How does the weekly ticket pull work?+
The workflow fires every Monday at 08:00 (configurable). It fetches tickets updated in the last 7 days from Freshdesk via paginated API calls — up to 500 tickets across 5 pages. Tickets are deduplicated and enriched with basic stats before analysis.
What does the Analyst produce?+
A structured intelligence brief with: 3–8 topic clusters (with trend direction), emerging bug detection, top affected customers (companies with 3+ tickets), severity breakdown by customer tier (Enterprise / Mid-Market / SMB), week health score (GREEN / YELLOW / RED), and 3–5 recommended actions.
How much does each run cost?+
ITP-measured: $0.22/run typical with a single Opus 4.6 call. At weekly cadence, that is $0.88/month. Cost scales modestly with ticket volume.
What happens when there are zero tickets?+
The Empty Check node detects zero tickets and skips the LLM call entirely. Cost: $0.00. An empty brief is created noting no tickets in the period. The workflow exits gracefully.
What CRM does it work with?+
Freshdesk only in v1.0. The Ticket Fetcher uses the Freshdesk REST API with Basic Auth. Intercom support is planned for v1.1.
What if Notion or Slack delivery fails?+
Both deliveries are non-blocking. If Notion fails, Slack still delivers. If Slack fails, Notion still delivers. The run completes successfully either way.
Can I test without real Freshdesk tickets?+
Yes. Send a POST to the webhook URL with _is_itp: true and a tickets array in the payload. ITP mode bypasses the Freshdesk API and uses the fixture data directly.
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.
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