Help a small brand launch without chasing every asset

Keep marketplace launch assets in one approval queue. A launch-readiness workflow could be useful when existing task tools do not make missing assets and approval dependencies obvious.

Start with your market Model your opportunity

Buyer and gap hypothesis

Gap hypothesis. Growing ecommerce brands may coordinate product copy, photography and localisation through scattered documents. A launch-readiness workflow could be useful when existing task tools do not make missing assets and approval dependencies obvious.

ICP and product. Target brands releasing 10–50 new SKUs a month across a small number of channels. The MVP imports a SKU list, applies channel-specific asset checklists, assigns owners and routes approvals. Export approved assets as a package. Exclude direct marketplace publishing and inventory management.

The connected workflow

MarketCompares launch and digital-asset workflows.
ICPIsolates a segment with frequent, repeatable launches.
GoBotsTurns the chosen opportunity into a focused product model, requirements and approved build tasks.
IntelligenceModels SKUs, channels, required assets and approval dependencies.
Vibe/ComputeBuilds the readiness dashboard.
Business ReviewShows how a missing asset blocks a release and how approval changes propagate.
OutreachSells a focused pilot for the next launch.
FeedbackUsage and missed-checklist patterns determine subsequent product improvements.

Outreach prepares the messages; a person sends them and handles the replies. Proposed automated actions need supported connectors, customer permissions and configured release and send rules.

Products in this workflow

Modelled investment and revenue

Illustrative scenarioIllustrative investment: $4,500

Operator time (70 hours at $40/hour)	$2,800
GitMir, agent and model allowance	$700
Infrastructure/storage	$300
Acquisition experiments	$700
Illustrative investment	$4,500

MVP assumption: 3 weeks.

Modelled target25 brands × $129/month = $3,225 MRR in a 3–6 month test

If the operator is an unpaid founder, the initial cash need is $1,700 — the investment without the operator's time. The GitMir, agent and model allowance is provisional, not GitMir published pricing. MRR is gross revenue, not profit: taxes, refunds, implementation fees and ongoing software, API, support and acquisition costs are not included.

Scenario — example inputs, replace them with yours

Model your opportunity

Monthly price per customer ($)New paying customers per monthMonths modelledGross margin (%)Monthly churn (%)Acquisition cost per new customer ($)Support cost per customer per month ($)Build cost before launch ($)

Cash received over the period: $12,888
Month-end MRR: $3,591
Monthly contribution in the last month: $2,511
Cumulative cash at the end: −$3,229
Break-even month: not reached

Each month: customers = previous × (1 − churn) + new; revenue = customers × price; contribution = revenue × margin − customers × support; cumulative cash starts at −build cost and adds contribution minus new customers × acquisition cost. Gross revenue, not profit; taxes, refunds and overhead are not included. Your numbers stay in this page.

Pilot gates

Recruit three paid launch pilots. Test owner permissions, version history and export completeness. Measure time spent coordinating approvals and on-time completion against each brand's baseline. Keep product-claim accuracy under the brand's review process.

Start with your market

Model your opportunity before you build it.

Start with your market All business scenarios