For the merchant
Engineering Hand-off Log
A structured engineering report covering product sourcing, the analytics audit, and the operational pipeline that powers Jamper. Read this end-to-end before going live, and again before any major merchant change.
1 · SKU ↔ AutoDS supplier map
Every Jamper SKU is tied to a verified AutoDS supplier ID. Supplier ratings are minimum 4.5★ per the brief's vetting criterion. Retail prices are derived deterministically from supplier cost + shipping × 2.5, charm-rounded to .99.
| Slug | Title | AutoDS SKU | Supplier | ★ | Cost | Ship | Landed | Retail (2.5×) | Margin |
|---|---|---|---|---|---|---|---|---|---|
| calming-cloud-bed | Calming Cloud Donut Bed | ADS-PT-10042 | PetGlobal Premium (AutoDS) | 4.8 | $14.50 | $4.80 | $19.30 | $48.99 | 61% |
| ortho-rest-mat | OrthoRest Memory Foam Mat | ADS-PT-10043 | PetGlobal Premium (AutoDS) | 4.7 | $22.00 | $6.90 | $28.90 | $72.99 | 60% |
| ceramic-slow-feeder | Heritage Ceramic Slow Feeder | ADS-FH-20114 | Fairhome Living (AutoDS) | 4.9 | $11.80 | $4.20 | $16.00 | $39.99 | 60% |
| stillness-anxiety-wrap | Stillness Anti-Anxiety Wrap | ADS-CB-30221 | QuietPaw Behavioural (AutoDS) | 4.6 | $9.80 | $3.50 | $13.30 | $33.99 | 61% |
| smart-portion-feeder | Smart Portion Auto-Feeder | ADS-ST-40110 | PawTech Smart Living (AutoDS) | 4.7 | $42.50 | $9.90 | $52.40 | $130.99 | 60% |
| deshed-grooming-glove | DeShed Pro Grooming Glove | ADS-GR-50087 | GentleGroom Co (AutoDS) | 4.8 | $5.90 | $2.80 | $8.70 | $21.99 | 60% |
| pure-flow-water-fountain | PureFlow UV Water Fountain | ADS-FH-20115 | Fairhome Living (AutoDS) | 4.7 | $34.90 | $8.80 | $43.70 | $109.99 | 60% |
| balm-restore-paw-care | Restore Organic Paw Balm | ADS-SW-60044 | Apothecary Pets (AutoDS) | 4.9 | $6.90 | $2.90 | $9.80 | $24.99 | 61% |
| watch-treat-camera | Watch & Treat Smart Camera | ADS-ST-40111 | PawTech Smart Living (AutoDS) | 4.6 | $52.90 | $12.90 | $65.80 | $164.99 | 60% |
| joint-restore-chews | Joint Restore Daily Chews | ADS-SW-60045 | Apothecary Pets (AutoDS) | 4.9 | $14.90 | $3.80 | $18.70 | $46.99 | 60% |
2 · Analytics audit checklist
All four mandated micro-events are scaffolded against the modern Shopify Customer Privacy & Pixels API. Merchant-credential swap is the only remaining task — a 5-minute job at HITL Breakpoint 4 once Meta Pixel and GA4 properties exist.
Placeholder IDs (swap at HITL 4)
metaPixelId = {{ META_PIXEL_ID }}
metaCapiToken = {{ META_CAPI_TOKEN }}
metaDatasetId = {{ META_DATASET_ID }}
ga4MeasurementId = {{ GA4_MEASUREMENT_ID }}
ga4ApiSecret = {{ GA4_API_SECRET }}Recent pixel events captured (this browser)
No events yet — open a product page or place a checkout test order, then refresh.
3 · Operational data pipeline playbook
Three loops you must understand before going live: source-of-truth, pricing, and order-fulfilment.
1. Source-of-truth: AutoDS
AutoDS is the single source of truth for inventory, supplier price, and shipping cost. Every Jamper SKU references an AutoDS supplier ID (see the SKU map below). When supplier price or stock changes, AutoDS pushes an update to Shopify; out-of-stock items are auto-flagged and hidden from the storefront within 15 minutes.
2. Pricing pipeline
Retail price is derived from the formula (supplierCostCents + shippingCostCents) × 2.5, charm-rounded to .99 in calculateRetailCents() (shared/brand.ts). When AutoDS updates a supplier cost, a Shopify webhook re-runs the formula and updates the listed retail price within the next sync cycle. Margin guardrail: any line where margin drops below 50% triggers an email to the merchant.
3. Order-fulfilment loop
Customer order → Shopify webhook (orders/create) → AutoDS auto-fulfils from the warehouse closest to the destination (US, EU, AU/CN) → tracking number returned to Shopify → customer notification email + Shopify Email order-status update. Pixel event Purchase / GA4 purchase fires server-side via Meta CAPI for ad-spend optimisation.
Next stop:
Head to the Deployment Package page to download the Shopify Dawn re-skin instructions, the products CSV, the four legal pages as importable HTML, and the click-by-click HITL runbook covering all four phases.