Decision Case Studies

Real startup decisions, scored across 4 dimensions, with verified outcomes. Learn from what worked — and what didn't.

347
Decisions Analysed
81%
Positive Outcomes
6.1
Avg Score /10

Featured Case Studies

Scale Featured

Google: Launch AdWords self-serve platform (2000)

Google's search engine was growing fast but had no monetisation. The team debated between enterprise sales, display ads, and a self-serve auction model where any business could bid on keywords. The self-serve approach was riskier — no enterprise contracts — …

8.15/10
Positive
Scale Featured

OpenAI: Launch ChatGPT as a free research preview (2022)

OpenAI released ChatGPT as a free web app in November 2022, making GPT-3.5 accessible to anyone. Rather than gating behind API pricing or enterprise sales, they let the world use it for free — a massive bet on viral adoption …

8.15/10
Positive
Scale Featured

Superhuman: Launch at $30/month with no free tier (2017)

Rahul Vohra launched Superhuman as a premium-only email client at $30/month with no free tier, requiring an invite and onboarding call for every user. At a time when every email client was free, this was a bet that a small …

8.10/10
Positive
Experiment Product Strategy

Google: Integrate Polymarket bets into News (2026)

Google made the decision to integrate content from Polymarket, a prediction market platform, directly into its Google News aggregation service. The company was likely deciding …

5.80/10
Negative
Google publicly stated that the appearance of Polymarket bets in its News service was an …
Experiment Product Strategy

Pokémon Company/Developer: Launch new game 'Pokémon Champions' (2026)

The Pokémon Company and its development partners made the strategic decision to launch a new game, 'Pokémon Champions', after years of development. This involves committing …

5.75/10
Negative
The game 'Pokémon Champions' is reported to be 'off to a rough start,' indicating initial …
Experiment Product Strategy

Nintendo/Pokémon Company: Develop and launch new game 'Pokémon Champions' (2026)

Nintendo and The Pokémon Company made the strategic decision to develop and launch a new title, 'Pokémon Champions,' into their massively popular franchise. This involved …

5.75/10
Negative
'Pokémon Champions is off to a rough start,' indicating that initial sales, player reception, or …
Experiment Feature — Build / Kill / Change

Google: Integrate Gemini AI into Google Maps (2024)

Google made a strategic decision to embed its advanced AI model, Gemini, directly into Google Maps to enhance trip planning and user experience. This move …

5.75/10
Positive
Initial user feedback, as indicated by the headline 'it went surprisingly well,' suggests enhanced user …
Experiment Market Positioning

Tesla: Pursuing Full Self-Driving regulatory approval in Netherlands (2026)

Tesla made the strategic choice to expand the availability of its supervised Full Self-Driving (FSD) system into European markets, specifically targeting the Netherlands as the …

5.75/10
Positive
The Netherlands has become the first European country to officially approve Tesla’s supervised Full Self-Driving …
Experiment Feature — Build / Kill / Change

Google: Integrate Gemini AI into Google Maps

Google decided to embed its advanced Gemini AI model directly into Google Maps, aiming to enhance the user experience by making trip planning more intelligent …

5.75/10
Positive
Early user feedback suggests the integration 'went surprisingly well,' indicating a positive initial reception and …
Experiment Product Strategy

Suno: Launch an AI music generation platform (2026)

Suno made the strategic decision to launch an AI platform capable of generating music, knowing (or quickly discovering) that its model was trained on vast …

5.75/10
Negative
The headline explicitly states Suno 'is a music copyright nightmare,' indicating negative consequences related to …
Experiment Product Strategy

The Pokémon Company: Launch new mobile game 'Pokémon Champions' (2026)

The Pokémon Company, in collaboration with its partners, made the strategic decision to release 'Pokémon Champions' into the mobile gaming market. This involves substantial investment …

5.75/10
Negative
Despite the strong brand, the game is reported to be 'off to a rough start,' …
Experiment Operations / Processes

NASA: Resolve Artemis II Outlook glitch (2026)

NASA made a critical operational decision to allocate significant technical resources and expertise to diagnose and resolve a severe Outlook glitch impacting the Artemis II …

5.75/10
Positive
NASA successfully identified and implemented a fix for the Outlook glitch, thereby ensuring the operational …
Experiment Product Strategy

Anker: Designing and launching the Nebula P1 projector (2026)

Anker made the strategic choice to design and launch the Nebula P1 projector, specifically focusing on its portable sound capabilities, which the headline highlights as …

5.70/10
Positive
The product appears to be well-received, as indicated by the positive 'portable sound king' review. …
Experiment Cash / Runway Management

John Deere: Settling right-to-repair lawsuit for $99 million (2026)

John Deere chose to settle a class-action lawsuit for $99 million related to right-to-repair issues. This decision was made to avoid the potentially higher costs, …

5.70/10
Positive
By settling, John Deere has immediately resolved a major legal liability, capping its financial outlay …
Experiment Product Strategy

Anker: Develop and market Nebula P1 projector as the portable sound king (2024)

Anker, through its Nebula brand, decided to engineer and launch the P1 projector with a significant focus on its integrated sound capabilities, positioning it as …

5.70/10
Positive
The headline explicitly states the Nebula P1 "is the portable sound king," indicating a positive …
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