Case file · Startup · AI/ML · Product-Led Growth
Subject: Cuttable · Principal Product Manager (Fractional) · 2022 — 2024
Led the pivot that opened an AI ad startup's market
Outcomes · entered into evidence
Challenge
An AI ad-generation platform aimed at large brands — a small TAM, slow time-to-value, and weak adoption.
Approach
- Joined as first product hire; ran discovery to find a larger, underserved segment.
- Led the pivot from enterprise brands to lower-budget eCommerce shops.
- Designed self-serve growth loops and a free-trial flow with ready-made ad templates.
- Re-shaped onboarding to get new customers to value fast.
The story
The technology was fine; the market was wrong. Discovery pointed down-market to eCommerce shops with small budgets and no agencies — which meant the product had to sell itself. Self-serve onboarding became the strategy, not a feature.
Artifacts
Pivot · segment map
TAM ↑
Enterprise brands
Small TAM · slow TTV · agency gatekeepers
eCommerce shops
Large, underserved · no agency · wants speed
Self-serve onboarding · weeks → hours
01
Land
02
Pick a template
03
Connect store
04
First ad live
The pattern, proven