POD Intelligence Engine

Factory

HonuWaveCo assortment operator with lane-aware draft coverage, blueprint depth, render state, and publish readiness from the real persistence layer.

Etsy is optional right now. This factory is fully usable for internal draft creation, review, and batching before remote sync is enabled.

Queue Factory Flow

Create lane-first blueprint + draft

Choose the HonuWaveCo lane first, then work from the best-fit phrases and recommended templates for that product family.

QUEUE_BACKED

Product LaneTemplatePhrase CandidateAssign BatchMockup ModeGarment Surface

Lane Playbook

Apparel

Centered chest graphic with dark and light garment previews.

PRINT_ON_DEMAND

Recommended Templates

bold-text-stackretro-distressed

Sync Guidance

Requires apparel colorway choices, size profile mapping, and Printful shipping profile alignment.

Suggested Batch

Oahu Prompt Pack Refresh

FALLBACK

Fit score 51.00

Usable overlap between the batch theme and the selected phrase.

Surface Strategy

Dark garment

Use light ink for black, charcoal, and other dark apparel.

Light garment

Use dark ink for ash, sand, cream, and other light apparel.

Best-Fit Phrases

Aloha Runs on Coffee

Hawaii Lifestyle Apparel

BEST FIT

Fit score 76.90

Strong concept overlap with the selected lane.

Palm Trees, Not Meetings

Hawaii Lifestyle Apparel

WORKABLE

Fit score 71.81

Strong concept overlap with the selected lane.

Kona Coffee Club

Hawaii Lifestyle Apparel

WORKABLE

Fit score 64.30

Usable overlap with lane merchandising signals.

Showing 13 lane-filtered phrase options ranked against apparel signals and phrase quality.

Template-only mode stays fixed here so the operator flow matches the real HonuWaveCo assortment strategy.

Winning Comp Intake

Capture a best-in-class reference

Save curated Etsy, ad-library, or trend-research comps into the same benchmark table Factory uses during review.

MANUAL_INGEST

Comp titleLaneTemplate familyPhrase familyMarketplaceSource nameShop / brandPrice (cents)CurrencySummaryVisual directionWhy it winsCaution tagsSearch tags

Evidence links

Listing URLImage URLCaptured fromEvidence notesOptional key

Why capture comps here

Every saved comp becomes reusable benchmark evidence inside Factory review, so the operator can compare drafts against real winning patterns instead of only internal heuristics.

Start manual here, then we can hang CSV, ad-library, or scraper-based imports off the same intake helper without changing the review model.

Bulk Import

Queue CSV or JSON winning-comp imports

Paste exported research rows and let the worker import them through the shared winning-comp intake path.

QUEUE_IMPORT

Source adapterFormatSource name overrideMarketplace overrideCaptured from

Supported fields

`title`, `laneKey`, `templateKey`, `phraseFamily`, `summary`, `visualDirection`, `whyItWins`, `cautionTags`, `searchTags`, `listingUrl`, `imageUrl`, `priceCents`, `currency`, `sourceName`, `shopName`, and optional `metadata`.

Etsy adapter also understands fields like `listingTitle`, `productType`, `searchQuery`, `styleNotes`, `motifNotes`, `whatWorks`, and human-friendly `price`.

Meta adapter also understands fields like `pageName`, `headline`, `adBody`, `creativeNotes`, `hook`, `platforms`, and `adSnapshotUrl`.

Import guide

Generic import

Required

title, laneKey, summary, visualDirection

Inferred

No inferred fields. Supply them directly.

Auto-filled

key when omitted, active=true

Notes

Use this when your file already has normalized winning-comp columns.

Best fit for cleaned JSON or CSV exports you already mapped yourself.

Contents

Starter content now follows the selected adapter and format so the import payload stays aligned with the mode you are using.

Use this for imported Etsy comps, ad-library captures, or cleaned research exports without re-entering them one by one.

Download matching Generic JSON Generic CSV Etsy research CSV CSV Meta ad-library CSV CSV Generic JSON Etsy research CSV JSON Meta ad-library CSV JSON

Preview Review

Generated art, mockups, and draft details

Loading the heavier draft review workspace and image comparisons.

Configured Lanes

1/8

Product lanes with blueprint or draft coverage in the current operating catalog.

Draft Coverage

0 lane-ready drafts with publish-readiness at or above 70.

Blueprints

Reusable product blueprints backing lane-specific pricing and margin estimates.

Approved Drafts

Operator-approved drafts that can advance toward sync or publish review.

Travel Guides

Cover art plus clear digital-preview tiles for prompt packs and PDF guides.

Internal digital delivery

DIGITAL

Coverage

0 drafts • 0 blueprints • 0 ready

0 asset-backed • 0 blueprint-backed

Economics

No pricing yet

Avg margin $0.00 • readiness 0.00

Recommended templates: bold-text-stack

Sync note: Map to Etsy digital download settings, instant-download files, and travel-guide sections before publish.

Next action: Seed first draft and blueprint coverage.

Wall Art and Prints

Poster-style hero art and ratio-aware printable preview bundle thumbnails.

Internal digital delivery

DIGITAL

Coverage

0 drafts • 0 blueprints • 0 ready

0 asset-backed • 0 blueprint-backed

Economics

No pricing yet

Avg margin $0.00 • readiness 0.00

Recommended templates: badge-emblem, retro-distressed

Sync note: Treat as digital printable art with ratio metadata, file bundle notes, and instant-download delivery.

Next action: Seed first draft and blueprint coverage.

Mugs

Wrap-aware art plus handle-side and desk-lifestyle mug mockups.

Provider-backed fulfillment lane

POD

Coverage

1 drafts • 1 blueprints • 0 ready

1 asset-backed • 1 blueprint-backed

Economics

$18.99-$18.99

Avg margin $10.49 • readiness 62.69

Recommended templates: badge-emblem, bold-text-stack

Sync note: Needs POD blueprint, mug-safe mockup coverage, and provider-ready fulfillment mapping before publish.

Next action: Run an operator approval pass on pending drafts.

Beach Towels

Wide-format hero art plus folded and beach-lifestyle towel previews.

Provider-backed fulfillment lane

POD

Coverage

0 drafts • 0 blueprints • 0 ready

0 asset-backed • 0 blueprint-backed

Economics

No pricing yet

Avg margin $0.00 • readiness 0.00

Recommended templates: retro-distressed, badge-emblem

Sync note: Requires large-format art, towel-safe aspect ratios, and oversized mockups before remote sync.

Next action: Seed first draft and blueprint coverage.

Office and Tech

Desk Mats

Ultra-wide art crop plus keyboard and desk-lifestyle previews.

Provider-backed fulfillment lane

POD

Coverage

0 drafts • 0 blueprints • 0 ready

0 asset-backed • 0 blueprint-backed

Economics

No pricing yet

Avg margin $0.00 • readiness 0.00

Recommended templates: bold-text-stack, retro-distressed

Sync note: Needs desk-mat crop validation and office-scene mockups before publish review.

Next action: Seed first draft and blueprint coverage.

Home Decor

Pillows

Centered square art plus couch or bedroom mockup coverage.

Provider-backed fulfillment lane

POD

Coverage

0 drafts • 0 blueprints • 0 ready

0 asset-backed • 0 blueprint-backed

Economics

No pricing yet

Avg margin $0.00 • readiness 0.00

Recommended templates: badge-emblem, retro-distressed

Sync note: Needs square-safe art padding and home-decor mockups aligned to pillow variants.

Next action: Seed first draft and blueprint coverage.

Tote Bags

Vertical lockup with center-weighted art and beach-day tote previews.

Provider-backed fulfillment lane

POD

Coverage

0 drafts • 0 blueprints • 0 ready

0 asset-backed • 0 blueprint-backed

Economics

No pricing yet

Avg margin $0.00 • readiness 0.00

Recommended templates: badge-emblem, bold-text-stack

Sync note: Needs tote-safe vertical lockup and flat-lay or carry-use mockups before publish.

Next action: Seed first draft and blueprint coverage.

Apparel

Centered chest graphic with dark and light garment previews.

Provider-backed fulfillment lane

POD

Coverage

0 drafts • 0 blueprints • 0 ready

0 asset-backed • 0 blueprint-backed

Economics

No pricing yet

Avg margin $0.00 • readiness 0.00

Recommended templates: bold-text-stack, retro-distressed

Sync note: Requires apparel colorway choices, size profile mapping, and Printful shipping profile alignment.

Next action: Seed first draft and blueprint coverage.