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.

triggerWeekly01Ticket FetcherFreshdesk API02AnalystPattern Cluster03FormatterDual FormatNotionSlack

One Analyst. Weekly Ticket Intelligence. Dual Delivery.

Ticket Fetcher

Step 1Ticket 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.

The Analyst

Step 2The 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.

The Formatter

Step 3The 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

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Does not integrate with Zendesk, Intercom, or other support tools — Freshdesk only in v1.0

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Does not provide real-time alerting — it runs weekly on a schedule, not on every ticket creation

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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.

support_pattern_analyzer_v1_0_0.jsonThe 19-node n8n workflow (weekly schedule, single LLM call)
README.mdSetup guide with step-by-step instructions
system_prompt_analyst.txtAnalyst system prompt (clustering, emerging bug detection, tier scoring)
week_health_rubric.mdGREEN / YELLOW / RED scoring criteria and thresholds
cluster_taxonomy_guide.mdHow ticket clusters are formed and named
freshdesk_setup_guide.mdFreshdesk API key and authentication setup
itp_results.mdITP test results — 20 fixtures, 12/14 milestones (2 DEFERRED)
blueprint_dependency_matrix.mdPrerequisites and cost estimates
CHANGELOG.mdVersion history

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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