Woo conversion funnel report

woo-conversion-funnel-report

Purpose

Analyse WooCommerce order status distribution to infer checkout funnel health. Computes the ratio of pending, on-hold, processing, completed, cancelled, and failed orders to identify where buyers drop off. Read-only.

Prerequisites

• WooCommerce store with REST API enabled
• Consumer Key with Read scope
• Minimum WooCommerce version: 3.5.0

Parameters

Parameter	Type	Required	Default	Description
store_url	string	yes	—	Base URL of the WooCommerce store
consumer_key	string	yes	—	WooCommerce REST API consumer key (ck_...)
consumer_secret	string	yes	—	WooCommerce REST API consumer secret (cs_...)
dry_run	bool	no	false	No effect — read-only skill
format	string	no	human	Output format: human or json
date_after	string	yes	—	Start date (YYYY-MM-DD)
date_before	string	yes	—	End date (YYYY-MM-DD)

Authentication

WooCommerce uses OAuth 1.0a for HTTP and Basic Auth over HTTPS.

For HTTPS stores (recommended):

Authorization: Basic base64(consumer_key:consumer_secret)

For HTTP stores (development only): Use OAuth 1.0a — include oauth_consumer_key, oauth_nonce, oauth_signature, oauth_signature_method=HMAC-SHA1, oauth_timestamp, oauth_version=1.0

Never log or output consumer_key or consumer_secret values.

See docs/AUTHENTICATION.md for full setup instructions.

Safety

Read-only skill — no mutations are executed. Safe to run at any time.

Workflow Steps

Step 1 — Fetch order totals by status

GET /wp-json/wc/v3/reports/orders/totals

Returns count per status slug: pending, processing, on-hold, completed, cancelled, refunded, failed.

Step 2 — Fetch date-filtered order counts

For each status in the funnel, query:

GET /wp-json/wc/v3/orders?status=<status>&after=<date_after>T00:00:00Z&before=<date_before>T23:59:59Z&per_page=1

Use X-WP-Total header for the count (avoids fetching full order data).

Step 3 — Compute funnel ratios

total_initiated = pending + processing + on_hold + completed + cancelled + failed
completion_rate = completed / total_initiated * 100
failure_rate    = (failed + cancelled) / total_initiated * 100
hold_rate       = on_hold / total_initiated * 100

Step 4 — Export

API Endpoints Used

GET  /wp-json/wc/v3/reports/orders/totals   — aggregate order counts by status
GET  /wp-json/wc/v3/orders                  — date-filtered counts via X-WP-Total header

Pagination Strategy

WooCommerce REST API uses page/per_page pagination (not cursor-based).

For date-filtered counts, use per_page=1 and read X-WP-Total from the response header — this avoids fetching all order records and minimises API calls.

Session Tracking

Claude MUST emit the following output at each stage. This is mandatory.

STARTUP:

╔══════════════════════════════════════════╗
║  SKILL: woo-conversion-funnel-report     ║
║  STORE: <store_url>                      ║
║  TIME:  <ISO-8601 UTC>                   ║
║  MODE:  READ-ONLY                        ║
╚══════════════════════════════════════════╝

PER-OPERATION (emit after each API call batch):

[N/TOTAL] <METHOD> <endpoint> → <result_count> records | params: <key>=<val>

COMPLETION (human format):

╔══════════════════════════════════════════╗
║  COMPLETE: woo-conversion-funnel-report  ║
║  RECORDS PROCESSED: <n>                  ║
║  OUTPUT: <filename>                      ║
╚══════════════════════════════════════════╝

COMPLETION (json format):

{
  "skill": "woo-conversion-funnel-report",
  "store": "<store_url>",
  "completed_at": "<ISO-8601>",
  "records_processed": <n>,
  "output_file": "<path>",
  "dry_run": false
}

Output Format

CSV filename: woo-conversion-funnel-report_<YYYY-MM-DD>_<YYYY-MM-DD>.csv Columns: status, order_count, pct_of_total, completion_rate_pct, failure_rate_pct, hold_rate_pct

Error Handling

Error	Cause	Resolution
401 Unauthorized	Invalid credentials	Verify consumer_key and consumer_secret
403 Forbidden	Key lacks Read scope	Regenerate with Read scope
429 Too Many Requests	Rate limit	Wait 2 seconds and retry

Best Practices

• A rising failed ratio often points to payment gateway misconfiguration or card decline issues — cross-check with woo-payment-gateway-status.
• High on-hold ratios may indicate manual review processes that need automation.
• Run weekly to detect sudden drops in completion_rate which could signal a broken checkout flow.