Consumer Retail & Consumer Brands Direct-to-Consumer Sales

Direct-to-Consumer Commerce

Complex multi-stakeholder trade relationships where shelf space, category management, and brand execution determine revenue.

Dollar Shave Club Casper Warby Parker Allbirds
Inside this journey
  1. Pre-Discovery

    Align the room on outcomes, decision process, and constraints before deeper discovery.

    1. Stakeholder Alignment

      Confirm decision roles, investor reporting needs, wholesale channel sensitivities, timeline, and what ‘good’ looks like for each stakeholder.

      Alignment Questions

      Getting Oriented: Who You Are and Why You're Here

      • In one sentence, how would you describe your brand and its current DTC presence?
      • Which best describes your current annual DTC revenue? Options: <$1M, $1M–$5M, $5M–$20M, $20M–$50M, >$50M
      • Who is filling out this form and what is their role in the decision (title + day-to-day responsibility)? Options: Founder/CEO, VP/Head of E‑commerce, Head of Digital/Marketing, Operations/Head of Fulfillment, Other
      • Which channels currently generate revenue for the brand? Options: Direct-to-consumer website, Retail/wholesale partners, Marketplaces (Amazon, etc.), Subscriptions, Pop-ups/Events, Other
      • What triggered taking a close look at a new platform or partner right now? Options: Outgrowing current platform capabilities, Investor/board request for visibility, Launching a DTC channel from wholesale-only, High subscription churn, Fulfillment failures, Cost/fee pressure, Other
      • If you had to name the single most important outcome you're looking for from a new platform, what would it be?

      If We Do Nothing, What Breaks First?

      • If nothing changes in the next 12 months, what specific failure or missed opportunity worries you most?
      • How often do existing platform limitations affect your weekly operations or marketing launches? Options: Daily, Weekly, Monthly, Rarely, Never
      • Tell us about a recent moment where the current setup cost you revenue, time, or customer trust—what happened and what was the impact?
      • Which of these consequences feel most likely if migration goes poorly? Options: Revenue drop during cutover, Loss of subscription data, Order fulfillment errors, Channel conflict with wholesale partners, Investor reporting gaps, Customer experience degradation
      • How urgent is a change on a scale from 'explore casually' to 'must act within 3 months'? Options: Exploratory (6+ months), Prepare to move (3–6 months), Ready to act (within 3 months), Immediate (within 30 days)

      Who Really Decides—and What Keeps Them Up at Night?

      • If one stakeholder could veto the project, who is it and why would they say no?
      • Which roles will require regular reporting or visibility from the platform? Options: Founders/CEO, Investors/Board, VP E‑commerce, Head of Finance, COO/Operations, Retail/Wholesale leadership
      • What level of investor reporting do you need (data points and cadence)? Options: Monthly unit economics dashboard, Quarterly financial summaries, Real‑time revenue & LTV dashboards, Ad hoc investor packs, None/Not sure
      • How would you describe your wholesale partners' sensitivity to a DTC channel (will they resist, tolerate, or support)? Options: Highly sensitive — may push back, Cautious but manageable, Neutral, Supportive
      • For each stakeholder group you listed, what would 'success' look like from their perspective? (brief bullet points by role)

      Where Your Revenue and Operations Live Today

      • Which commerce platform(s) or systems currently host your storefront, subscriptions, payments, and customer data? Options: Shopify, BigCommerce, Custom platform, Magento, Subscription specialist (ReCharge, etc.), ERP/Order management system, Other
      • Which fulfillment partners or models do you use today? Options: In‑house fulfillment, 3PL (single), Multiple 3PLs, Marketplace fulfillment (FBA, etc.), Dropship partners, Other
      • Which revenue streams would be most fragile during migration (pick up to three)? Options: One‑time product sales, Active subscriptions, Wholesale orders, Marketplace orders, Gift cards/credits, Preorders
      • Do you face any legal, contractual, or technical constraints on moving customer, subscription, or order data between systems? Options: Yes—contracts limit data moving, Yes—PCI or privacy constraints, No major constraints, Unsure, need to check
      • Describe the single most fragile technical dependency or integration we should know about (payments, inventory sync, single sign‑on, etc.).

      If We Only Measured One Thing, What Should It Be?

      • Which primary metrics will determine whether this project is a success for you? Options: Gross margin per order, Customer lifetime value (LTV), Customer acquisition cost (CAC), Subscription retention/churn, Uptime/availability, Order accuracy/on‑time fulfillment
      • For the top metric you picked, what is the target or threshold that would make you say 'this worked'?
      • Besides metrics, what operational guarantees must be in place at launch (examples: 99.9% uptime, <1% order error, next‑day fulfillment for X% of orders)? Options: Uptime SLA (select below), Order accuracy target, Fulfillment SLA, Support response times, Data export/ownership guarantees
      • Choose a desired uptime/availability target for your storefront Options: 99.9%, 99.5%, 99.0%, We need guidance

      Migration Reality Check — What Would You Tolerate?

      • If a migration caused a temporary revenue dip, what maximum % drop would be acceptable for you (short term) before pausing the project? Options: 0–5%, 6–10%, 11–20%, >20%, Not acceptable
      • How long of a planned cutover window is realistic for your operations (hours/days)? Options: A few hours (night/weekend), 24–48 hours, 2–5 days, Longer with staged migration
      • What rollback or no‑go triggers would force you to stop a launch and revert? Options: Payment processing failures, Subscription data loss, Fulfillment outage, Significant customer complaints, Other
      • Who on your team will be the primary owners during migration and who is the escalation contact (name + role)?
      • How do you prefer to run pilots—full funnel single SKU, geography-limited, beta customer cohort, or another approach? Options: Single SKU pilot, Geography-limited pilot, Invite-only beta cohort, Parallel run with current site, Other

      Channel Sensitivities and Governance — Keeping Everyone Aligned

      • If your wholesale partners saw a sudden uplift or price difference from your DTC launch, what is their most likely reaction? Options: Push for policy changes, Threaten order reduction, Accept with negotiated terms, Unknown/Depends on partner
      • Do you have existing channel agreements or MAP policies that constrain pricing, promotions, or customer targeting? Options: Yes—strict MAP/policy, Yes—some constraints, No formal agreements, Unsure
      • What specific governance or rules would make wholesale partners comfortable with a stronger DTC presence?
      • How would you like to visualize and enforce channel rules post‑launch (examples: differentiated SKUs, geo restrictions, wholesale inventory pools)? Options: SKU-level controls, Geo/segment restrictions, Wholesale inventory pools, Pricing policies in platform, Manual governance
      • Who should be part of the governance forum (internal + partner roles) and how often should it meet? Options: Founders + Sales + Ops (monthly), Monthly executive review with partners, Quarterly governance only, Ad hoc as issues arise

      What Would a Perfect Launch Headline Look Like?

      • Imagine six months after launch you’re writing an investor update—what’s the headline and three supporting bullets?
      • Which analytics or dashboards do you need immediately after launch to feel confident (select top 3)? Options: Real‑time revenue & LTV, Cohort retention charts, Subscription health (dials), Fulfillment KPIs, CAC by channel, Customer support/ticket KPIs
      • Which service model makes you most comfortable post‑launch? Options: Managed services + platform, Platform + internal team, Hybrid: transition from managed to internal, Consulting only
      • What minimum customer experience guarantees should be visible to the team at launch (e.g., support SLA, dispute handling, returns flow)?
      • Which early success signals (other than revenue) would make you say 'we nailed this'? Options: Subscription retention > target, Fulfillment error rate below target, Advertising ROAS meets plan, Positive NPS/CSAT feedback, Stable data pipelines and visibility

      Deciding and Moving Forward — What Would Make You Sign?

      • What would make you comfortable signing a pilot agreement within two weeks? Options: Clear migration plan, Defined pilot scope and acceptance criteria, Limited financial commitment, References from similar brands, Guaranteed rollback plan
      • What commercial constraints matter most (budget limits, payment terms, milestone billing, pilot pricing)?
      • What elements must be included in a pilot scope to say 'yes' (select up to 4)? Options: Subscription migration, Payments cutover, 1–2 SKUs storefront build, Fulfillment integration, Analytics dashboard setup, Customer support flow
      • Do you have any hard dates we should avoid or target (peak selling windows, funding events, wholesale commitments)?
      • What's the best next step you want from us right now? Options: Technical discovery call, Commercial proposal for pilot, Reference calls with similar brands, High-level timeline & scope, Other
    2. Current State Mapping

      Document existing platforms, revenue flows, migration risks, fulfillment partners, and data portability constraints that could impact launch or migration.

      Current State

      Start Here: Snapshot of Your Current DTC Engine

      • Briefly describe your current e‑commerce setup—platforms in use, primary partners, and who owns day‑to‑day operations.
      • Which storefront, subscription, payment, and analytics products are currently live for you? Options: Shopify / Shopify Plus, Magento / Adobe Commerce, BigCommerce, WooCommerce, Custom / Headless, Recharge/Bold (subscriptions), Stripe, PayPal, Adyen, Klaviyo, GA4 / Looker / Segment, Other
      • How would you rate your current platform’s ability to support roughly 2x revenue without a major rework? Options: Fully capable, Mostly capable with minor engineering, Needs moderate engineering effort, Unsustainable without platform change
      • Who is the technical and business owner for migrations and integrations (name, role), and how much bandwidth can they realistically commit?
      • Which recurring operational tasks consume the most engineering or operations time each month (list top three)?

      If Your Platform Went Quiet, What Would Break First?

      • If your storefront, payments, or subscription engine stopped working for 24 hours, what immediate customer and financial impacts would you expect?
      • Which single failure keeps leadership awake at night—checkout errors, subscription billing failures, fulfillment disconnects, analytics blackout, or something else? Options: Checkout errors, Subscription billing failures, Fulfillment disconnects, Analytics / reporting blackout, Payment processor outages, Other
      • How often do you currently see order failures, payment retries, or fulfillment misses (choose closest)? Options: Daily, Weekly, Monthly, Rarely/Never
      • When incidents occur, what are your mean time to detect (MTTD) and mean time to resolve (MTTR)? Give examples with timings if possible.
      • Who is on the escalation chain during an outage and what decision authority do they have (pause campaigns, divert orders, issue refunds)?

      Where Is Revenue Living, and How Does It Flow?

      • Which channels drive your revenue today and approximately what percent each? Options: DTC web, Subscriptions (direct), Marketplaces (Amazon etc.), Wholesale / B2B, Retail partners, Pop‑ups / Events, Other
      • What portion of monthly revenue is recurring subscription versus one‑time purchases (approximate %)?
      • How are refunds, chargebacks, and discounts reconciled across channels—central ledger, ERP, channel reports, or spreadsheets? Options: Central ledger / ERP, Accounting system (QuickBooks/NetSuite), Channel‑specific reporting, Manual spreadsheets, Other
      • Which payment gateways are live and do you maintain a multi‑processor fallback strategy? Options: Stripe, PayPal, Adyen, Braintree, Authorize.net, Other
      • Do settlement timing, reserves, or hold rules from processors or retail partners create cash‑flow stress? Options: Yes—regularly, Occasionally, Rarely, No / not aware

      Who Delivers Your Product—and Where Do Bottlenecks Hide?

      • List your fulfillment approach by geography: in‑house, primary 3PL(s), hybrid—include which services each partner runs (picking, kitting, returns, subscription inserts).
      • What SLAs do you expect from each fulfillment partner (pick/pack time, same‑day ship, returns turnaround) and are they consistently met? Options: Always met, Mostly met with exceptions, Frequently missed, Not tracked / unknown
      • How is inventory synchronized between storefront and fulfillment (real‑time API, hourly, daily, manual upload)? Options: Real‑time API, Near‑real‑time (minutes), Hourly sync, Daily sync, Manual CSV/SFTP
      • How often do you experience oversells, mis‑shipments or missing SKUs and what is the customer/brand impact when they occur?
      • If your primary fulfillment partner became unavailable, what fallback exists and how quickly could you route orders elsewhere? Options: Hot standby 3PL ready, Can onboard a partner within days, Needs weeks to onboard, No contingency

      What Data Do You Truly Own—and What’s Locked Behind Vendor Walls?

      • Can you export complete order, customer, subscription, and product datasets in raw format (CSV/JSON) on demand via API or UI? Options: Yes—full exports via API, Partial exports with limits, Manual exports only (UI), No / unknown
      • Which systems contain customer PII and what are your data retention and compliance policies for that information?
      • How detailed is your unit‑economics reporting today (LTV by cohort, CAC by channel, gross margin per order) and where are the biggest blind spots?
      • Do any partners or marketplaces limit your right to export or use customer or subscription data? Name the partner and restriction if applicable.
      • How confident are you that you can migrate historical subscription billing history, invoices, and payment tokens without disrupting recurring revenue? Options: Very confident, Some concerns, Uncertain, Not possible

      How Entangled Are Your Integrations (and Who's Holding the Spaghetti Together)?

      • List your mission‑critical integrations (ERP, WMS, OMS, CRM, marketing, tax engines) and whether they're native integrations, middleware, or custom connectors.
      • Do any integrations rely on legacy patterns (SFTP drops, screen‑scrapes, single‑developer middleware) that pose replacement risk? Options: Yes—single‑person knowledge, Yes—but documented and supported, Some legacy pieces but manageable, No legacy risk
      • What authentication and access methods are used for integrations (API keys, OAuth, SSO, VPN, SFTP) and are secrets centrally managed? Options: API keys, OAuth, SSO/SAML, VPN / IP allowlist, SFTP credentials, Other
      • How often do schema changes or API versioning break flows, and what is your detection and remediation process?
      • Which single integration would cause the most disruption if it failed during migration and why?

      If We Moved Platforms, What Could Go Very Wrong?

      • Describe the worst migration outcome you fear (lost subscription revenue, orphaned customer records, prolonged outages, partner fallout) and why that would be catastrophic.
      • What maximum revenue decline (percent) is acceptable during migration and over what timeframe? Options: 0–2% (acceptable for <1 day), 3–5% (acceptable for up to a week), 6–15% (acceptable for up to a month), Greater than 15% is unacceptable
      • Are there contractual obligations (retail/wholesale agreements, investor covenants) that restrict migration timing or require notification/approval? Options: Yes—wholesale/retail terms, Yes—investor reporting constraints, No contractual limits, Unsure, need to check
      • What rollback criteria would require you to stop a migration (e.g., X% failed payments, >Y minutes of outage, critical 3PL SLA misses)?
      • Which stakeholders must sign off at each migration milestone and what is their typical decision turnaround time?

      Timing, People, and Governance — Real Constraints We Can't Ignore

      • What is your target launch window and what immovable deadlines (marketing campaigns, investor reporting, seasonal peaks) drive that date?
      • Who are the internal and external owners for migration tasks across engineering, marketing, finance, and fulfillment, and how many hours/week can each commit?
      • What governance and audit requirements must we honor—data retention, investor reporting cadence, SOC/GDPR/PCI controls, channel conflict policies? Options: PCI scope requirements, GDPR/CCPA retention rules, Investor reporting cadence, Channel conflict / wholesale carve‑outs, Other
      • How should day‑to‑day decisions be triaged during migration—weekly steering committee, daily ops standups, executive approvals only, or another model? Options: Weekly steering + daily ops, Weekly only, Daily standups, Ad‑hoc executive approvals, Other
      • If launch slips, what downstream commercial or operational penalties should we expect (lost media spend, vendor fees, customer experience impact)?
  2. Outcome Discovery

    Define target business outcomes (LTV, CAC, uptime), success metrics, and must-have operational guarantees for the DTC channel.

    Discovery Questions

    Where We Begin: Your North Star for DTC

    • Which single business outcome is the highest priority for your DTC channel right now? Options: Increase LTV, Reduce CAC, Improve gross margin per order, Increase repeat purchase rate, Grow revenue, Improve conversion rate, Other
    • How did this become the top priority—what story or pressure led you here?
    • What's the numeric target and timeframe for that outcome (please be specific)?
    • Who in your organization and among your investors will be judged on hitting this target? Options: Founder/CEO, VP/Head of e‑commerce, Head of Marketing, CFO, Board/Investors, Other
    • If you miss this target by 10% in the first 12 months, what are the likely consequences?

    The Numbers That Keep You Up At Night

    • If an investor asked for one metric to prove DTC is working, which metric would you be embarrassed to show today? Options: LTV:CAC, CAC, Gross margin per order, Churn/retention, Repeat purchase rate, AOV, Conversion rate, Other
    • Share a recent example: what is that metric today vs where you want it to be?
    • How confident are you that your analytics can attribute LTV and CAC reliably to channels? Options: Very confident, Reasonably confident, Somewhat confident, Not confident, We don’t track this
    • Where does visibility break down most often (choose all that apply)? Options: Subscriptions/cohort LTV, Returns and credits, Wholesale channel leakage, Paid media attribution, Offline orders, Fulfillment costs, Other
    • How long have you been carrying the most significant blind spot you just selected? Options: Less than 3 months, 3–6 months, 6–12 months, 1–2 years, Longer than 2 years

    What’s Silently Eating Your Margins?

    • Which fees, failures, or processes are quietly shaving margin where no one has stepped in to fix them? Options: Payment processing fees, Platform transaction fees, Fulfillment errors/damage, High returns costs, Subscription churn, Discounting and promo leakage, Chargebacks, Other
    • Roughly estimate total margin leakage from your top three issues (percentage of gross margin): Options: <2%, 2–5%, 5–10%, 10–20%, >20%
    • Which of these have you already tried to address and what happened?
    • Are any of these problems caused or amplified by platform limitations, integrations, or data gaps? Options: Yes — platform limitations, Yes — fulfillment partner, Yes — third-party apps, Yes — analytics/data gaps, No, Unsure
    • How urgent is fixing this leakage on a 1–5 scale (1 = nice-to-have, 5 = must-fix immediately)? Options: 1, 2, 3, 4, 5

    Uptime, SLAs, and the Minute That Matters

    • What single operational failure would destroy customer trust overnight? Options: Checkout outage, Payment tokenization failure, Mass shipping delays, Subscription billing mistakes, Data breach/privacy incident, Incorrect orders/fulfillment mistakes, Other
    • What level of downtime per month would you classify as acceptable versus catastrophic? Options: <1 minute, <1 hour, <4 hours, <24 hours, Multi-day
    • Which SLA commitments are non-negotiable for you and your investors? Options: 99.9%+ uptime, 4-hour incident response, Daily data sync, Weekly business reviews, Dedicated account support, Other
    • How do you currently distinguish mission-critical processes from nice-to-have capabilities?
    • Give a concrete example of a past outage or incident and the revenue or churn impact it created.

    Subscriptions, Cohorts, and the Holy Grail of LTV

    • If subscriptions doubled tomorrow, what would break first inside your operation? Options: Fulfillment capacity, Billing & dunning, Customer support, Analytics/cohort reporting, Inventory allocation, Other
    • What percent of your current DTC revenue comes from subscriptions? Options: <10%, 10–25%, 25–50%, 50–75%, >75%
    • Which subscription metrics matter most to you (pick top 3)? Options: Churn rate, Average subscription lifetime, MRR growth, Expansion revenue, ARPU/ARPPU, Time to first repeat, Other
    • How do you track cohorts and projected LTV today—what systems or reports do you rely on? Options: Platform built-in analytics, Custom BI/SQL, Google Analytics/BigQuery, Shopify or other platform reports, Manual spreadsheets, Other
    • What would a platform need to provide so subscription economics become predictable for you?

    Customer Experience: What 'Delighted' Actually Looks Like

    • What single customer complaint signals a failure of your DTC experience rather than a one-off problem?
    • Which moments of truth matter most for your customers (select all that apply)? Options: Discovery/landing experience, Checkout flow, Payment clarity, Fulfillment speed & accuracy, Unboxing/packaging, Returns & refunds, Customer support
    • How do you measure customer sentiment today (NPS, CSAT, reviews)? Share current scores if available.
    • Which guaranteed experience would most likely increase LTV for your customers? Options: Next-day shipping for VIPs, Free returns, Personalized packaging, Consistent delivery windows, Dedicated customer support line, Flexible subscription controls
    • If customers were brutally honest, what would they say your DTC experience lacks?

    Migration Realities: What You Will and Won’t Tolerate

    • What level of launch downtime or sales disruption feels acceptable versus catastrophic for your brand? Options: No downtime tolerated, <1 hour, <4 hours, <24 hours, Multi-day acceptable
    • Which migration risks keep you awake at night (select all that apply)? Options: Data loss, Payment tokenization issues, SEO ranking drops, Promo code and pricing errors, Fulfillment cutover failures, Inventory mismatches, Customer notification problems
    • Which systems must remain unchanged or fully preserved during migration (non-negotiables)?
    • Who will own rollback decisions and what is the clear cutoff that triggers rollback?
    • What contingency budget or staffing are you willing to allocate to absorb migration surprises? Options: <5% of project budget, 5–10% of project budget, 10–20% of project budget, Dedicated contingency line (specify), No contingency planned

    The Boardroom View: What Investors Will Ask

    • If your board asked 'Is DTC accretive or dilutive right now?', what would you answer? Options: Accretive, Dilutive, Break-even, Unsure
    • What cadence and format of reporting do investors expect for DTC performance? Options: Monthly P&L, Cohort LTV reports, CAC by channel, Weekly dashboards, Quarterly business review, Other
    • Which investor concerns around channel conflict or wholesale reporting must be addressed in our plan?
    • Who must own data and reporting for investor purposes (select one)? Options: Brand retains full ownership, Shared ownership with platform, Platform owns reporting but brand owns raw data, Unsure
    • How would investor KPIs shift the project timeline or acceptance criteria if they demand accelerated visibility?

    Decision Signals & Next Steps — How We’ll Know This Worked

    • What is the single measurable event that would make the board publicly declare the project a success?
    • List up to three pilot acceptance criteria (at least one must be numeric) that would trigger scaling to full rollout.
    • Who must sign off to move from pilot to full deployment (select roles)? Options: Founder/CEO, VP/Head of e‑commerce, Head of Ops/Fulfillment, CFO, Board/Investor rep, Other
    • What is your ideal timeline from pilot start to full rollout? Options: 4–8 weeks, 2–3 months, 3–6 months, >6 months, Unsure
    • Which commercial or contractual conditions would make you comfortable committing (select all that apply)? Options: Fixed-price pilot, Success milestone payments, Revenue-share model, Monthly subscription pricing, Short-term trial with opt-out, Other
    • Finally, what would be the single easiest small win we could deliver in the first 30 days that would build trust?
  3. Solution Experience

    Walk through how the platform and services will deliver the customer’s specific outcomes—migration, subscriptions, fulfillment, and analytics—using real scenarios and expected impacts.

    Experience Meetings

    • Experience Prep & Current-State Confirmation
    • Migration Scenario Walkthrough
    • Subscriptions & Fulfillment Experience
    • Analytics, Cohort & Unit-Economics Validation
    • Solution Validation & Commitment Review
    • Define trigger thresholds that will prompt operational or commercial actions (e.g., pause acquisition, adjust fulfillment routing).
    • Confirm the platform handles the customer's subscription edge cases as defined in the current state.
    • Agree fulfillment routing rules, SLA targets, and cost tradeoffs to be validated in pilot.
    • Establish test cases and ownership for subscription/fulfillment validation.
    • Customer to provide the canonical list of subscription rules and fulfillment partners to be modeled.
    • Seller to deliver a set of automated test cases simulating the agreed subscription and fulfillment scenarios.
    • Both to agree monitoring dashboards and alerting thresholds for fulfillment and subscription errors during the pilot.
    • One‑Sentence Analytics Gap & Reporting Need
    • Validate dashboards produce the exact metrics required for investor reporting and operational decisions.
    • Agree data export and governance model to satisfy ownership and investor transparency requirements.
    • Welcome & Objectives
    • Seller to provide dashboard access with sample reports and the formulas used to compute LTV/CAC/churn.
    • Customer to confirm the investor reporting template and required metric definitions.
    • Both to formalize the reporting cadence and sign-off owner for analytics acceptance during the pilot.
    • Recap: Current State, Consequence, Future State
    • Obtain explicit customer validation that the proposed solution demonstrably addresses the stated consequences.
    • Agree pilot start date, scope, and acceptance criteria to move from experience to execution.
    • Assign mitigation owners for all remaining high-severity risks.
    • Seller to deliver a consolidated Solution Experience package (runbook, acceptance criteria, dashboards, risk register) for signing.
    • Customer to sign off on pilot scope and acceptance criteria and confirm the pilot kickoff attendees.
    • Both to schedule the pilot kickoff meeting and confirm communication channels and escalation paths.
    • Customer and seller jointly state a single-sentence current state that can be referenced in all walkthroughs.
    • Quantify the primary business consequence(s) that make the problem urgent.
    • Agree a one-sentence, outcome-focused future state to prove during the experience.
    • Lock the scenarios, required pre-work, and data/sandbox access for subsequent sessions.
    • Customer to deliver a one‑sentence current state plus supporting KPIs and a sample export (orders, subscriptions, customers) to the team.
    • Seller to prepare scenario playbooks mapped to the customer's current state and consequences.
    • Both parties to confirm the list of stakeholders who must attend validation checkpoints.
    • Recap Current State & Migration Objective
    • Validate the migration flow demonstrably reduces the risks identified in the current state.
    • Agree concrete acceptance criteria and rollback triggers for the pilot migration.
    • Assign migration owners and schedule the pilot migration window.
    • Seller to deliver a draft migration runbook with checklists and rollback decision tree.
    • Customer to provide final sample dataset for the pilot and confirm sandbox access.
    • Both to confirm pilot date and responsible on-call contacts for the cutover window.
    • Scenario Setup
    • Evidence Map: Proof Items vs Success Criteria
    • Live Dashboard Walkthrough (Acquisition → Cohort → LTV)
    • Subscription Lifecycle Walkthrough (Proof)
    • One‑Sentence Current State
    • Stepwise Migration Flow (Diagnosis → Proof)
    • Explicit Consequence
    • Scenario Analysis: Economic Shock
    • Open Risks & Mitigation Owners
    • Fulfillment Orchestration & Exceptions
    • Rollback & Risk Controls
    • Decision & Next Steps (Pilot, Commercial, Timeline)
    • One‑Sentence Future State
    • Cost & SLA Impact
    • Acceptance Criteria & Pilot Success Metrics
    • Data Ownership, Exports & Governance
    • Confirmation & Next Steps
    • Scenario Scope & Logistics
    • Validation Criteria & Reporting Cadence
    • Validation Plan for Pilot
    • Confirm Action Owners & Communication Plan
  4. Solution Scope

    Define modules (storefront, subscriptions, payments, fulfillment, analytics), responsibilities, integrations, pilot scope, and measurable acceptance criteria.

    Scope Configuration

    • Migrate storefront and product catalog to platform
    • Implement responsive storefront theme and UI customizations
    • Configure subscription billing, proration, and plan tiers
    • Deploy dunning, failed-payment recovery, and retry rules
    • Integrate payment gateway with tokenization and fraud checks
    • Connect 3PL/fulfillment provider and automated routing rules
    • Implement real-time inventory sync across DTC and wholesale
    • Set up returns, refunds, and RMA automation
    • Deploy customer analytics and cohort reporting dashboards
    • Configure lifecycle email and SMS automations
    • Launch paid acquisition campaigns with tracking and pixels
    • Configure channel-specific pricing, SKUs, and purchase permissions

    Scope Questions

    Migrate storefront and product catalog to platform

    • Do you want the full storefront and product catalog migrated to our platform? Options: Yes, No, Partial (select SKUs/categories)
    • What is your current storefront platform? Options: Shopify, Magento, BigCommerce, WooCommerce, Custom/Proprietary, Other
    • How many unique SKUs and product variants must be migrated? Options: Less than 500, 500-5,000, 5,000-50,000, 50,000+
    • Which product data elements require migration (select all that apply)? Options: Titles & descriptions, Images & media, SEO metadata, Pricing & tiers, Inventory levels, Custom attributes / metafields, Subscription metadata
    • Do product pages include custom functionality (bundles, personalization, calculator logic)? Options: None, Bundles/kits, Product personalization, Custom price calculators, Subscription-linked SKUs, Other
    • Are there existing URL structures and redirects that must be preserved for SEO? Options: Yes, No, Partial/need review
    • Who will own content and product validation during migration (name/team)?

    Implement responsive storefront theme and UI customizations

    • Do you require a new responsive theme or adaptation of an existing theme? Options: New responsive theme, Adapt existing theme, Minor tweaks only
    • What level of UI customization is needed? Options: Brand styling and colors only, Layout and component changes, Custom frontend components or apps, Headless/frontend replatform
    • Which pages/components require custom behavior (home, product, cart, checkout, account)? Options: Home, Product, Collection/Category, Cart, Checkout, Customer account, Other
    • Are there accessibility or performance SLAs to meet (e.g., Lighthouse score, a11y standards)? Options: Yes (provide standards), No
    • Will you supply design assets (Figma/Sketch) and desktop/mobile comps? Options: Yes - full comps, Yes - partial, No - need design support
    • What browser/device support must be maintained (min target list)?
    • What acceptance criteria will determine UI customization sign-off (UX tests, conversion KPIs)?

    Configure subscription billing, proration, and plan tiers

    • Do you offer subscriptions today or are you launching subscriptions on the new platform? Options: Existing subscriptions - migrate, Launching new subscriptions, Both
    • Which billing models do you need supported? Options: Recurring fixed price, Metered/usage-based, Hybrid (one-time + recurring), Prepaid/credits
    • How should proration be handled for mid-cycle plan changes? Options: Immediate prorate and bill, Credit for unused time, No proration, Custom rules (describe)
    • Do you require trial periods, free trials converting to paid, or promotional trial logic? Options: Yes - trials, No
    • What plan tiers, add-ons, and metered units need to be modeled (list or attach)?
    • What acceptance criteria define a successful subscription configuration (e.g., successful checkout, correct billing cycles, invoice format)?

    Deploy dunning, failed-payment recovery, and retry rules

    • Do you currently have a dunning strategy for subscription recovery? Options: Yes - documented, Yes - informal, No
    • Which failure-handling outcomes do you prefer? Options: Automated retry then cancel, Pause subscription and notify, Manual review before cancel, Immediate cancellation after X failures
    • What retry schedule and attempt limits should be applied (e.g., 3 retries over 7 days)? Options: Standard (3 attempts), Aggressive (5 attempts), Custom - specify
    • Do you want automated communications for failed payments (email/SMS/portal messages)? Options: Email, SMS, In-app/portal, All of the above, None
    • Should failed-payment logic integrate with customer service or collections workflows? Options: Yes - escalate to CS, No - fully automated
    • What metrics define acceptable recovery performance (e.g., recovery rate, time-to-recover)?

    Integrate payment gateway with tokenization and fraud checks

    • Which payment gateway(s) do you prefer or currently use? Options: Stripe, Adyen, Braintree, Authorize.Net, Other/Proprietary
    • Do you require card tokenization and vaulting for subscriptions? Options: Yes, No, Partial (vault some customers)
    • What fraud checks and risk rules must be enforced (AVS, 3DS, device fingerprinting)? Options: Basic AVS/CVV, 3DS2, Custom risk scoring, Third-party fraud provider
    • Are there specific merchant fees or settlement requirements to consider (split settlements, multi-currency)? Options: Yes - multi-currency, Yes - split settlements, No special requirements
    • Do you require PCI scope reduction or specific compliance attestations? Options: Yes - need SAQ assistance, No
    • What acceptance checks validate payment integration (successful tokenization, test transactions, fraud block/allow rules)?

    Connect 3PL/fulfillment provider and automated routing rules

    • Which fulfillment providers/3PLs must be integrated? Options: ShipStation, ShipBob, Fulfyld, Custom 3PL API, Multiple/Other
    • Do you require automated routing by geography, inventory location, or SLA? Options: Geography-based, Inventory/warehouse availability, SLA/expedited, Manual routing
    • What fulfillment events need to sync back to platform (picks, packs, ship, tracking, exceptions)? Options: Order created, Picked, Shipped, Delivered, Exception/Return
    • Are there special packing or kitting rules to implement at the 3PL? Options: Yes - kitting/bundles, Yes - custom packing, No
    • Who owns 3PL credentialing, access, and testing during integration?
    • What acceptance criteria will confirm a successful 3PL integration (test orders, tracking visibility, SLA reporting)?

    Implement real-time inventory sync across DTC and wholesale

    • Which inventory systems need to be synchronized (ERP, WMS, marketplace, DTC)? Options: ERP, WMS, Marketplaces (Amazon etc.), DTC platform, Other
    • What level of sync is required? Options: Real-time (webhooks/events), Frequent batch (e.g., 5-15 min), Daily
    • How should inventory be allocated between DTC and wholesale during constrained supply? Options: Priority to wholesale, Priority to DTC, Pro-rate across channels, Custom rules
    • Are there multiple warehouses or vendors whose stock must be aggregated or routed? Options: Single warehouse, Multiple warehouses, Vendor-managed inventory
    • What reconciliation and alerting thresholds should be in place for inventory drift? Options: Automated alerts at 5% variance, Manual review, Custom threshold
    • What acceptance tests validate inventory sync (order-to-stock, oversell prevention, stock updates within SLA)?

    Set up returns, refunds, and RMA automation

    • What return policies do you enforce (free returns, paid returns, window days)? Options: Free returns, Customer pays return shipping, Return window 14 days, 30 days, Custom
    • Do you require an automated RMA workflow with labels and status tracking? Options: Yes - full automation, Partial automation, No - manual
    • Which refund methods are supported (original payment, store credit, exchange)? Options: Original payment, Store credit, Exchange, Partial refund
    • Should returns integrate with 3PLs or reverse-logistics partners? Options: Yes - integrate with 3PL, No - internal handling
    • Do you require inspection rules and restock decisions automated by SKU condition? Options: Yes, No
    • What acceptance criteria determine RMA readiness (label generation, refund issuance, reverse-tracking visibility)?

    Deploy customer analytics and cohort reporting dashboards

    • Which KPIs and cohorts are critical for your business (LTV, CAC, churn, cohort by acquisition channel)? Options: LTV, CAC, Churn/Retention, Cohorts by campaign/source, Unit economics
    • Do you need out-of-the-box dashboards or custom report development? Options: Standard dashboards, Custom dashboards, Both
    • What data sources must be combined (platform orders, ad data, subscription service, POS)? Options: Orders, Ad platforms, Subscription system, ERP/POS, Other
    • How frequently must analytics update (real-time, hourly, daily)? Options: Real-time, Hourly, Daily
    • Who will own dashboard consumption and distribution (roles/emails)?
    • What acceptance criteria validate analytics deployment (data accuracy thresholds, reconciliation tests, cohort matching)?

    Configure lifecycle email and SMS automations

    • Which lifecycle automations do you require initially? Options: Welcome series, Abandoned cart, Post-purchase, Subscription churn prevention, Replenishment
    • Which channels should be used (email, SMS, push, in-app)? Options: Email, SMS, Push, In-app
    • Do you have existing templates and messaging, or need creative support? Options: Existing templates, Partial templates, Need full creative support
    • Do automations need to be personalized by cohort or lifecycle stage? Options: Yes - cohort-based, Yes - transactional only, No
  5. Mutual Commit

    Finalize commercial terms, migration windows, SLAs, data ownership, and governance for channel conflict and investor reporting.

    Agreement Modules

    • Statement of Work (SOW)
    • Commercial Terms & Pricing
    • Master Services Agreement (MSA)
    • Service Level Agreement (SLA)
    • Migration & Cutover Plan
    • Data Ownership & Processing Agreement (DPA)
    • Channel Governance & Conflict Policy
    • Acceptance Criteria & KPI Sign-off
    • Integrations & Responsibilities Matrix
    • Payment & Invoicing Schedule
    • Security & Compliance Commitment
    • Change Order & Scope Control
    • Transition, Training & Support Plan
    • Termination & Exit Assistance
    • Authorized Signatories & Execution
  6. Deployment

    Operationalize rollout with readiness checks, enablement, and outcome validation.

    1. Pre-Deployment Readiness

      Confirm data exports, environment access, fulfillment integrations, test plans, rollback criteria, and owners are in place.

      Readiness Questions

      Quick Intro — Help Us See You

      • Who are you and what role will you own in this initiative? Options: Founder / CEO, VP of E‑commerce, Head of Digital, Marketing Director, Operations / Fulfillment Lead, Other (please specify)
      • What is your brand’s current annual DTC revenue band? Options: <$1M, $1M–$5M, $5M–$15M, $15M–$50M, >$50M
      • Which channels currently drive most of your revenue? Options: Own DTC site, Wholesale / Retail, Marketplaces (Amazon, etc.), Subscriptions, Direct-to-retailer partnerships, Other
      • Briefly, what prompted you to explore a new platform now?
      • If there's one thing you want us to understand about your business before we dive deeper, what is it?

      Why Keep Accepting Friction?

      • When you think about your current DTC tech and operations, what’s the one limitation you find yourself tolerating because changing feels too risky?
      • How often does that limitation cost you measurable revenue or time? Options: Daily, Weekly, Monthly, Quarterly, Rarely
      • Walk me through the last time that limitation caused a real problem—what happened and who felt the impact most?
      • Have you tried specific workarounds or tools to bridge this gap? Which ones worked or failed, and why?
      • If nothing changed for the next 12 months, how would that limitation likely affect growth, customer experience, or investor conversations?

      What’s Eating Your Margins Right Now?

      • Are your unit economics (LTV, CAC, gross margin) tracked to a level that lets you identify quick wins? Options: Yes, in detail, Partially — some metrics, No, we’re flying blind
      • Which of these most threatens your ability to reach profitable CAC:LTV: subscriptions, fees, fulfillment, returns, or analytics gaps? Options: Subscriptions, Payment/transaction fees, Fulfillment costs, Returns & chargebacks, Insufficient analytics, Other
      • What is your target CAC and target LTV for your core product or cohort?
      • Which metrics would convince your investors or leadership that the new platform is paying off? Options: CAC, LTV by cohort, Repeat purchase rate, Subscription retention (MRR churn), Fulfillment error rate, Gross margin
      • Share a recent example where lack of metric clarity delayed or distorted a business decision.

      What’s Actually Broken Under the Hood?

      • If you had to name the single technical risk that would make you pause a migration, what would it be? Options: Data loss/portability, Checkout/payment downtime, Subscription migration complexity, Fulfillment integration failure, Analytics discrepancy, Other
      • List the core systems and vendors you currently rely on (platform, OMS/WMS, subscription engine, payments, analytics, 3PLs).
      • Which integrations are non‑negotiable for launch (must exist before go‑live)? Options: Payments, Subscription engine, ERP/Inventory, 3PL/fulfillment, CRM/email, Analytics/BI
      • How clean and accessible is your customer and order data for export and reconciliation? Options: Fully exportable and clean, Mostly usable with cleanup, Fragmented and messy, We don’t know
      • Technically, what’s been hardest in past migrations or integrations—and how long has that been a recurring issue?

      Will Your Customers Even Notice (and Will They Care)?

      • Which customer experience element worries you most during migration—checkout stability, subscription continuity, fulfillment SLAs, or data visibility? Options: Checkout stability, Subscription continuity, Fulfillment SLAs, Order tracking & notifications, Customer service handoffs, Other
      • Have you mapped customer journeys where the DTC experience is the brand’s core promise (unboxing, subscription cadence, personalization)? Which paths are highest risk?
      • How would you measure whether customers experienced a smooth transition versus a disrupted experience? Options: Conversion rate, Payment decline rate, Subscription churn, CS ticket volume, NPS/CSAT, Other
      • Do you have segments or cohorts (VIPs, subscribers, wholesale customers) that must be handled differently during cutover? Explain briefly.
      • If a pilot caused a small outage for a non‑core cohort, would that be acceptable to prove migration safety? Options: Yes, for non-core cohorts, Only with explicit customer consent, No, zero tolerance

      Who Can Stop This — and Who Must Be Reassured?

      • Who are the internal and external stakeholders that must sign off on migration decisions (investors, ops, retail partners, legal)?
      • Which stakeholders are most likely to resist a DTC platform change and why—channel conflict, reporting, or risk aversion? Options: Retail/wholesale partners, Investors/board, Internal ops team, Customer support team, External vendors
      • How have you managed channel conflict historically, and what governance or reporting would make stakeholders comfortable now?
      • Who will be the migration owner(s) on your side, and how many hours per week can they realistically dedicate during launch? Options: 0–5 hrs/week, 5–10 hrs/week, 10–20 hrs/week, 20+ hrs/week
      • If investors asked for a 30‑day snapshot of unit economics post‑launch, what data would you need to deliver confidently?

      Imagine It Worked — What Changes First?

      • If the new platform delivered the outcome you hoped for in 90 days, what would look different in daily operations and revenue?
      • Which KPI improvement would make this project a clear win (pick top two)? Options: CAC reduction, Higher LTV, Lower fulfillment cost, Lower churn, Faster release velocity, Better reporting
      • What customer signals would show you the experience improved (qualitative or quantitative)? Options: Improved NPS/CSAT, Reduced support tickets, Higher on-site conversion, Longer subscription lifetime, Better repeat purchase rate
      • How important is owning customer data and the first‑party relationship to your long‑term plan? Options: Critical — must own, Important but negotiable, Neutral, Prefer vendor-managed
      • Describe the ideal state of your operational team 6 months after launch.

      What’s the Smallest Thing That Proves this Will Work?

      • Would you prefer a pilot that validates technical migration, unit economics, or customer experience first? Options: Technical migration (data & integrations), Unit economics (cohort LTV/CAC), Customer experience (checkout & fulfillment), Integrated pilot covering multiple areas
      • Which SKU, campaign, or customer cohort would be the best low‑risk pilot to prove value?
      • What success criteria would you set for a 30‑day pilot (be specific: % conversion change, churn delta, error rate)?
      • What rollback triggers would force a stop to the pilot (payment failures, >X% revenue loss, customer complaints)? Options: Payment failures, Order fulfillment failures, >5% revenue drop, >10% support volume increase, Significant brand reputation issues, Other
      • How quickly do you expect decisions after a pilot—immediate, after analysis, or after stakeholder review? Options: Immediate (real‑time), Within 1 week, 2–4 weeks, Require board/investor review

      What Would Make You Say Yes — Right Now?

      • What are the non‑negotiables we must include in a commercial or operational commitment to get a firm ‘go’? Options: Clear SLAs, Data ownership guarantee, Rollback plan, Transparent fees, Pilot acceptance criteria, Other
      • What timeline feels realistic for you from agreement to pilot start? Options: 2–4 weeks, 1–2 months, 2–3 months, 3+ months
      • How do you prefer to be updated during the project—daily standups, weekly summaries, or milestone check‑ins? Options: Daily standups, Weekly summaries, Milestone check‑ins, Ad hoc as needed
      • If we could guarantee one thing to reduce your perceived migration risk, what should it be (technical, financial, or operational)? Options: Technical (no data loss), Financial (performance guarantee), Operational (white‑glove support), Governance/reporting assurances
      • What would you like our next step to be after this discovery conversation? Options: Technical assessment, Pilot proposal, Commercial terms draft, Stakeholder workshop, Other
    2. Deployment Enablement

      Schedule the migration and launch tasks, assign owners, run the pilot execution, and coordinate marketing activation and fulfillment cutover.

    3. Validation Checklist

      Verify acceptance criteria, monitor live performance against unit economics targets, and confirm rollback/no-go triggers are met or cleared.

      Validation Questions

      Why this moment? The trigger that matters

      • What's prompted you to explore a new DTC platform or rethink your launch right now? Options: Revenue growth beyond current platform, Investor request for better reporting, Wholesale-to-DTC launch, High integration overhead, Fulfillment issues, Other
      • How long have you felt limitations from your current setup—weeks, months, or years? Options: Less than 3 months, 3–6 months, 6–12 months, Over a year
      • Who on your team will live with this platform day-to-day (roles and primary responsibilities)?
      • If you could summarize one recent incident that made this a priority, what happened and what were the consequences?
      • Which of the following outcomes would make this initiative feel worth it in the first 6 months? Options: Improved unit economics (LTV/CAC), Reduced platform downtime, Seamless subscription management, Faster fulfillment, Clear investor reporting, Other

      Who's holding the reins—and who will judge success?

      • If an investor or board member looked at your DTC channel today, what would they say is the single biggest vulnerability? Options: Unclear unit economics, Data/reporting gaps, Fulfillment reliability, Channel conflict risk, High transaction fees, Other
      • List the decision-makers and their definition of 'good' for this project (e.g., CTO = no downtime; CFO = clean margin reporting).
      • How sensitive are your wholesale partners to changes in pricing or product availability on DTC? Options: Highly sensitive, Moderately sensitive, Low sensitivity, No wholesale partners
      • What reporting cadence and packet do investors demand today (monthly revenue, cohort LTV, churn, other)? Options: Monthly revenue & growth, Cohort LTV, CAC & marketing ROI, Inventory & fulfillment KPIs, Custom investor packet, None
      • Who must sign off on migration windows, SLAs, and go/no-go decisions? Options: Founder/CEO, VP of E‑commerce, CFO, Head of Ops/Fulfillment, External investor representative, Other

      Revenue Reality Check — the numbers people avoid

      • What one metric do you think is masking deeper problems in your DTC economics? Options: High top-line revenue hiding poor margins, Average order value hiding low repeat rate, Low churn masking high CAC, Marketing ROI reported incorrectly, Other
      • Please provide your most recent values for these metrics (if available): monthly DTC revenue, average CAC, LTV (12 months), churn rate.
      • How confident are you in the accuracy of those numbers today? Options: Very confident, Somewhat confident, Low confidence, We don’t have reliable reports
      • Which channels drive most new customers today? Options: Paid social, Paid search, Organic search/SEO, Email/CRM, Retail/Wholesale referrals, Affiliates/partners, Other
      • Describe one recent marketing decision you made that would have been different with clearer cohort LTV or subscription visibility.

      Migration Fear Factor — the risk we keep replaying

      • If we had to name the single most catastrophic migration risk for your business, what would it be? Options: Checkout downtime, Lost customer data, Payment reconciliation failures, Fulfillment cutover errors, SKU and subscription mapping mistakes, Other
      • What is your current tolerance for migration downtime in dollars per hour or % of average daily revenue? Options: Less than $500/hr, $500–$2,000/hr, $2,000–$10,000/hr, No downtime acceptable
      • Describe the systems and formats where customer, order, and subscription data currently live (platforms, CSV exports, APIs).
      • Which of these migration components are already documented and ready to export? Options: Product catalog & SKUs, Customer records, Active subscriptions, Payment tokens, Order history, None
      • Have you completed any full or partial test migrations before? If yes, what broke and how was it resolved? Options: No test migrations yet, Yes — major issues, Yes — minor issues, Yes — went smoothly

      Subscriptions & Loyalty — are we keeping customers or just processing orders?

      • If you could guarantee one subscription behavior (e.g., low churn, easy swaps), which would move the needle most for your business? Options: Higher retention/churn reduction, Easy plan/variant swaps, Flexible billing & proration, Automatic recovery of failed payments, Clear subscription analytics
      • What percentage of orders are recurring vs one-time today, and how has that trended over the last 12 months? Options: Mostly one-time, ~25% recurring, ~50% recurring, Majority recurring, Don't know
      • How do you handle failed subscription payments, and what’s your current recovery success rate? Options: Manual outreach, Automated dunning & retry, Third‑party recovery service, We don’t recover reliably, Other
      • Tell us about one subscription use-case you cannot support today but must have on day one after migration.
      • Which customer communications are automated for subscribers (billing receipts, failed payments, renewals, churn prevention)? Options: All automated, Most automated, Some automated, None

      Fulfillment & Reputation — small mistakes, big impacts

      • What fulfillment failure would cause the most brand damage in a launch window? Options: High order error rate, Late deliveries, Lost packages, Incorrect customs/documentation, Poor packaging/unboxing, Other
      • Who are your current fulfillment partners and what do they manage today (pick all that apply)? Options: In‑house fulfillment, 3PL (domestic), 3PL (international), Dropship partners, Marketplace fulfillment, None
      • What SLAs matter most to you for fulfillment (pick top 3)? Options: Same-day pick/pack, Delivery within X days, Order accuracy %, Return processing time, Inventory accuracy, Custom packaging options
      • Have you experienced a fulfillment incident that increased returns or negative reviews? Describe the impact and follow‑up.
      • Which fulfillment integrations are required at launch (WMS, carrier APIs, customs, return portal)? Options: WMS integration, Carrier APIs, International customs, Returns portal, None required at launch

      Analytics That Actually Guide Decisions — are you flying blind?

      • How often have you made a pricing, promo, or acquisition decision in the last 6 months without cohort-level LTV visibility? Options: Frequently, Occasionally, Rarely, Never
      • Which analytics or dashboards do you currently need but don't have? Options: Cohort LTV over time, CAC by campaign & cohort, Subscription health & churn alerts, Fulfillment cost per order, Profitability by SKU, Other
      • Who on your team owns analytics and reporting, and how long does it take them to produce a monthly packet? Options: Head of Growth / Marketing, Finance / FP&A, Head of Ops, External analyst, No dedicated owner
      • What external data sources must feed analytics (ad platforms, payment gateways, 3PL, marketplaces)?
      • Describe an insight you wish you had this month that would materially change your go-to-market activity.

      What would success feel like — your lead indicators and the human signals

      • If we were to check in 90 days after launch, what single signal would make you say 'this was the right move'? Options: Subscription growth target met, CAC below target, No critical fulfillment incidents, Investor reporting automated, Positive customer NPS trend, Other
      • What are the top three acceptance criteria you need met before you’d call the pilot a win? Options: Uptime & stability, Accurate billing & subscriptions, Fulfillment SLA met, Data integrity validated, Analytics match finance numbers, Other
      • Beyond metrics, what emotional or reputational outcome matters—how should customers feel after purchase and during support interactions?
      • What would a successful handoff to your internal team look like after the pilot—what documentation, training, or governance is required? Options: Comprehensive runbook, Recorded training sessions, SLA & escalation matrix, Monthly governance meetings, Other
      • Which no-go or rollback triggers must be explicitly defined before migration begins? Options: X% payment failures, Y% order error rate, Downtime over Z minutes, Critical analytics mismatch, Other

      Next steps & real commitments — who’s ready and what’s required

      • What single internal barrier is most likely to stop this project between proposal and contract? Options: Budget approval, Team bandwidth, Wholesale partner objections, Technical debt in legacy systems, Investor pushback, Other
      • What timeline feels realistic for pilot → migration → full launch for you? Options: 4–6 weeks (fast), 2–3 months, 3–6 months, 6+ months
      • Which product line or campaign would you select for a pilot and why?
      • Who is the budget owner and final signatory for this initiative? Options: Founder/CEO, CFO, VP of E‑commerce, Board/Investor approval required, Other
      • What would make you comfortable committing to a pilot today (deliverables, SLA, trial pricing, references)? Options: Clear SLAs, Pilot pricing, Customer references, Technical migration plan, Other
  7. Success

    Review outcomes against success signals, capture learnings, and maintain a shared channel for issues and feature requests.

    Success Reviews

    • Success Signals Review
    • Customer Retrospective & Learnings
    • Product Feedback & Roadmap Prioritization
    • Operational Readiness & Shared Channel Setup
    • Growth & Unit Economics Check-in (30/60 Day Follow-up)

    Issues & Enhancements

    • Admin to provision channel access and post naming/tagging conventions.
    • Product manager to create PRDs for top 3 prioritized items with acceptance criteria.
    • Engineering to estimate effort and provide tentative sprint placements.
    • Customer success to notify the brand of which requests were accepted and expected timelines.
    • Create feature flags or pilot rollouts for risky changes before full deployment.
    • Channel & Access Review
    • Have a single, agreed shared channel for issues and feature requests with full access list.
    • Document and commit to clear escalation paths and SLA targets.
    • Ensure the incident runbook and rollback criteria are understood by all parties.
    • Identify any remaining training or documentation gaps and owners to close them.
    • Introductions & Objectives
    • Ops to publish the incident runbook and test the escalation flow with a tabletop exercise.
    • Customer success to schedule a 30-minute training session on channel usage for brand end-users.
    • Set automated alerts from key dashboards into the shared channel for early warning.
    • Cohort & Unit Economics Recap
    • Decide whether to scale acquisition or optimize further before scaling.
    • Align on specific experiments and owners to improve unit economics.
    • Agree on reporting requirements and cadence to validate the decision.
    • Commit to budget changes or hold decisions with clear thresholds.
    • Analytics to deliver a cohort-level LTV projection and CAC sensitivity analysis within 5 business days.
    • Marketing to pause or scale channel spend per agreed thresholds and provide daily updates for one week.
    • Growth lead to document experiment designs and expected impact for each test.
    • Schedule the next decision review aligned to the experiment cycle (30 days).
    • Confirm which success signals are met, partially met, or unmet.
    • Identify root causes for any gaps and assign owners to remediation actions.
    • Decide immediate course: continue, pause scaling, or execute rollback triggers.
    • Schedule a follow-up checkpoint with concrete data deliverables.
    • Owner to deliver filtered dashboard CSVs for disputed metrics within 48 hours.
    • Technical lead to validate integration logs and confirm no data loss within 24 hours.
    • Marketing lead to pause/pivot paid spend if CAC > threshold and report revised plan.
    • Schedule a 7-day follow-up meeting to review remediation progress.
    • Timeline Recap
    • Surface and document customer-facing issues and perceived value points.
    • Agree on a small set of quick wins to reduce operational friction.
    • Create a durable artifact (retrospective notes + recommended playbook changes).
    • Ensure the brand feels heard and has a clear path for follow-up items.
    • Author a 1‑page launch retrospective and publish to the shared channel.
    • Ops to produce a short incident timeline for each high‑severity event.
    • Product to convert top 3 feature requests from the retrospective into backlog tickets.
    • Customer success to schedule biweekly check-ins for the next 60 days.
    • Review Triage Inputs
    • Prioritize top product and ops items that materially affect unit economics or brand experience.
    • Define measurable acceptance criteria for each prioritized item.
    • Map prioritized items to specific release windows or pilot programs.
    • Commit to a communication cadence for roadmap updates.
    • Escalation Paths & On‑Call Roster
    • Channel Performance & CAC Trends
    • Impact vs Effort Prioritization
    • Customer Voice: Wins & Pain Points
    • Recap Agreed Success Signals
    • Experimentation Roadmap
    • Align on Acceptance Criteria & Success Signals
    • Performance Data Walkthrough
    • Operational Impacts
    • SLA & Response Targets
    • Roadmap Placement & Timing
    • Incident Runbook & Rollback Criteria
    • Scale Decision & Budget Allocation
    • Root Cause Discussion & Lessons Learned
    • Variance & Root Cause Analysis
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