Reuse approved answers without losing control of the promise

Turn standard customer questions into a controlled answer workflow. A focused answer-and-approval workflow could reduce duplicated work while keeping each promise tied to an approved source.

Start with your market Model your opportunity

Buyer and gap hypothesis

Gap hypothesis. Smaller B2B vendors may repeatedly answer similar customer procurement and operational questionnaires. A focused answer-and-approval workflow could reduce duplicated work while keeping each promise tied to an approved source.

ICP and product. Target vendors completing several questionnaires a month with a small shared operations team. The MVP accepts a structured question list, proposes answers from an approved library, marks unsupported questions and routes drafts to an owner. Exclude autonomous legal attestations and unrestricted document ingestion.

The connected workflow

MarketStudies questionnaire tools and segment-specific gaps.
ICPSelects buyers whose volume justifies a subscription.
GoBotsTurns the chosen opportunity into a focused product model, requirements and approved build tasks.
IntelligenceModels source ownership, review dates, answer reuse and approval rules.
Vibe/ComputeBuilds the controlled response workflow.
Business ReviewMakes escalation and approval paths visible.
OutreachOffers a paid pilot using previously completed questionnaires.
FeedbackReviewer corrections update the answer library and guide the next product release.

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: $7,000

Operator time (110 hours at $40/hour)	$4,400
GitMir, agent and model allowance	$1,200
Infrastructure/model usage	$400
Acquisition experiments	$1,000
Illustrative investment	$7,000

MVP assumption: 4–5 weeks.

Modelled target15 vendors × $399/month = $5,985 MRR in a 4–8 month test

If the operator is an unpaid founder, the initial cash need is $2,600 — 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: $26,805
Month-end MRR: $5,752
Monthly contribution in the last month: $4,025
Cumulative cash at the end: −$1,011
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 three paid pilots and buyer-approved source sets. Require source traceability, explicit unsupported-answer handling and human approval of commitments. Measure accepted draft rate and reviewer time. Price usage limits to preserve margin on document processing.

Start with your market

Model your opportunity before you build it.

Start with your market All business scenarios