HS.

Case 03 / Small Business Project

Mindy-Love

Turning a real small-business idea into positioning, pricing, customer experience and a working digital presence.

HONGMIN OWNED5 decision areas
AI / TOOLSAssistance, not authority
PUBLIC EVIDENCESelected / bounded
01

The Problem

Turn an ambiguous small-business idea into a coherent customer proposition, service structure and digital experience.

02

Why It Mattered

A viable experience requires business choices—who it serves, what is offered and how trust is built—before it requires a website.

03

My Role

Hongmin owns the business concept, positioning, pricing choices, experience requirements and final decisions. AI tools assist with research expansion, alternatives and digital execution.

04

Constraints

  • Early-stage uncertainty
  • Limited approved public business evidence
  • Need to distinguish proposition decisions from generated copy
  • No invented commercial outcomes
05

Human / AI / Rules / Tools

Hongmin owned

  • Customer proposition
  • Service design
  • Pricing judgment
  • Experience requirements
  • Acceptance and final decisions

AI / tools assisted with

  • Market-question expansion
  • Positioning alternatives
  • Copy drafts
  • Digital implementation
06

Key Decisions

  1. Define the customer experience before selecting implementation details.
  2. Use pricing as part of the proposition—not an isolated number.
  3. Reject copy or design that overstates proof or maturity.
07

What Went Wrong

Approved details about incorrect assumptions or implementation failures are not yet available, so none are manufactured.

08

Attack & Controls

  • Claim review
  • Scope and status labeling
  • Human selection among generated alternatives
  • Pre-release experience checks
09

Outcome / Current Status

A small-business project with a working digital presence described by the brief; commercial metrics and adoption are not claimed.

10

What Changed

AI can accelerate options, but clarity about the customer and offer remains a human business decision.

11

Receipts

Public evidence boundary

Selected business artifacts are being held for final public-evidence review. No commercial outcome is claimed until the evidence supports it.

Business gateRevenue validation

The governing baseline treats paid revenue—not website activity—as the commercial outcome.

Attribution ruleLead → Booking → Deposit → Payment → Revenue

Source and AI/Human contribution must be recorded before attribution conclusions.

Evidence boundaryNo payment evidence = no verified revenue

Customer names, photos, reviews and testimonials require appropriate permission.

Only selected, public-safe evidence belongs here. Publication approval remains a separate Human decision. Private records and unsupported claims stay out.