Decision OS rebuilt for 2026 dropshipping

Dropship Decision OS

Paste a product URL. Get evidence, risk, profit math, and the next move: source, test, or kill.

Beginner-friendly mode is on: hover or tap any underlined term to see a plain-English explanation.

Ready-to-use MVP

Validate products before you burn money on ads.

Dropship Decision OS helps dropshippers choose what to test, which supplier to trust, what creative to run, and when to kill or scale based on evidence.

Starter€29/mo10 product analyses, manual workspace, Shopify CSV export.
Pro€79/mo50 analyses, launch packets, spend governor, supplier quote boards.
Agency€199/moClient workspaces, audit reports, team handoff, priority enrichment.
1ResearchFind + analyze product evidence
2SourceCompare suppliers + samples
3CreateBuild ads + govern spend
4LaunchExport Shopify draft only when ready
Account workspaceCustomer workspaceBrowser storage MVP

This MVP persists quote inputs, spend inputs, proof checks, and project history in this browser. Account login and cloud workspaces are next before paid launch.

Demo · Read-only product audit

Decision OS launch audit report

Customer-facing snapshot generated from current board data. Internal build controls are hidden; blockers and missing proof stay visible.

11 · End-to-end launch workflow

Launch readiness command center

Connects opportunity, supplier, sample, creative, spend, and Shopify export into one workflow with explicit blockers.

Execution launch packet

One operator-ready execution packet that links readiness, supplier quote, creative pack, spend decision, Shopify export, blockers, and next actions.

New project · Analyze a product

Analyze a product

Create a project from one product or supplier URL. The system checks evidence, profit math, supplier proof, creative fit, and launch blockers before you spend.

Ready.
Live enrichment provider status

Evidence providers

MVP status for real data connections. Anything not connected stays clearly marked instead of pretending to be live.

Product URL extractionMVP fallback live

Current worker extracts basic source facts and falls back safely when source pages block access.

Supplier enrichmentManual now

Quote board supports real entered supplier numbers. Direct supplier imports/outreach come after MVP.

Ad / order enrichmentManual now

Spend governor accepts real campaign inputs. Meta/TikTok/Shopify API connections are post-MVP.

Shopify integrationDraft export live

CSV/JSON-LD drafts are live. OAuth product publishing comes after account/workspace backend.

0 · May 2026 opportunity pipeline

Ranked 50-product watchlist

Market hypotheses only. Use this to pick candidates, then paste a specific product URL for factual evidence.

Loading opportunities…

Full ranked pipeline

2 · Evidence report

What we actually know

Not analyzed

Verified findings

    Missing / unverified

      3 · Decision score
      0/100
      WAIT

      Analyze a product first.

      Profit math

      Risk gates

      4 · Action plan

      What to do next

        Research links

        5 · Sample sourcing execution board

        Top 3 sample sprint

        Recent research converted into action: supplier RFQs, sample scorecards, hooks, and kill/continue rules.

        Sample order priorities

        Next 72 hours

          Post-MVP integrations

          1. Shopify OAuth draft publishing after accounts/workspaces.
          2. Meta/TikTok ad import after spend governor proves useful manually.
          3. Supplier import/outreach after quote workflow is reliable.
          7 · Supplier quote comparison

          Supplier quote board

          Compare supplier A/B/C by landed cost, MOQ, lead time, trust flags, and sample decision. No supplier is treated as verified until quote numbers are entered.

          9 · Creative pack generator

          UGC / ad creative pack

          Generates structured hooks, scripts, 2×2×2 test matrices, kill rules, and creator briefs for the top sample products.

          8 · Spend-governor test input

          Ad spend governor

          Enter real campaign results. The board tells you whether to scale, keep testing, fix creative, pause, or kill before more money is wasted.

          10 · Shopify / agentic-commerce export

          Shopify-ready product export

          Turns validated product candidates into draft product pages, CSV-ready fields, SEO copy, FAQs, and AI-search-readable structured data.