Sell fewer status emails before building a logistics platform

Turn shipment status requests into a shared customer view. A customer-facing view could reduce repeated communication without replacing the broker's core system.

Start with your market Model your opportunity

Buyer and gap hypothesis

Gap hypothesis. Smaller freight brokers may spend substantial time replying to routine status enquiries when milestones already exist in spreadsheets or operational exports. A customer-facing view could reduce repeated communication without replacing the broker's core system.

ICP and product. Target regional brokers with repeat B2B customers. The MVP imports shipment milestones, shows timestamps and source freshness, flags exceptions and provides a customer portal. Exclude real-time tracking promises, customs processing and automated operational decisions.

The connected workflow

MarketIdentifies gaps in lightweight customer visibility.
ICPSelects brokers able to supply regular structured exports.
GoBotsTurns the chosen opportunity into a focused product model, requirements and approved build tasks.
IntelligenceRecords shipment, customer, milestone and exception relationships.
Vibe/ComputeBuilds import validation and portal views.
Business ReviewInspects what each customer can see and how stale data is shown.
OutreachTests a paid pilot with one broker and several of its customers.
FeedbackQuestions from those customers guide the next iteration and clarify the strongest sales message.

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: $6,500

Operator time (100 hours at $40/hour)	$4,000
GitMir, agent and model allowance	$1,000
Infrastructure/APIs	$500
Acquisition experiments	$1,000
Illustrative investment	$6,500

MVP assumption: 4 weeks.

Modelled target15 brokers × $299/month = $4,485 MRR in a 4–8 month test, with shipment-volume limits

If the operator is an unpaid founder, the initial cash need is $2,500 — 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: $20,087
Month-end MRR: $4,311
Monthly contribution in the last month: $3,016
Cumulative cash at the end: −$2,014
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

Obtain two paid pilots with reliable data exports. Verify customer isolation, duplicate-import handling and stale-data warnings. Measure repetitive status requests per shipment. Scale only if the data pipeline remains inexpensive enough to support the subscription.

Start with your market

Model your opportunity before you build it.

Start with your market All business scenarios