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
Optimise Market Positioning

Tesla: Pursue regulatory approval for Full Self-Driving in the Netherlands (2026)

Tesla decided to actively pursue and secure regulatory approval for its supervised Full Self-Driving (FSD) system in the Netherlands. This strategic move aims to expand …

6.00/10
Positive
The Netherlands became the first European country to approve Tesla’s supervised Full Self-Driving. This regulatory …
Optimise Fundraising

Calm: Bootstrap for 5 years, then raise $75M Series A (2018)

Alex Tew and Michael Acton Smith ran Calm as a bootstrapped meditation app from 2012 to 2017. They grew slowly through app store optimisation and …

6.00/10
Positive
Calm overtook Headspace as the #1 meditation app by 2018. Raising after proving profitability gave …
Optimise Feature — Build / Kill / Change

Google: Integrate Gemini AI into Google Maps for itinerary planning (2024)

Google decided to leverage its advanced AI model, Gemini, to enhance the user experience in Google Maps. This move goes beyond simple navigation to offer …

6.00/10
Positive
Early user reports indicate the integration of Gemini into Google Maps is functioning well and …
Optimise Product Strategy

Microsoft: Pursue a decentralized/inconsistent GUI strategy across its products (2026)

Over a period, Microsoft made a series of individual product design decisions that, when viewed holistically, resulted in a fragmented and inconsistent Graphical User Interface …

6.00/10
Negative
The outcome, as described by the headline, is that Microsoft has a perceived lack of …
Optimise Product Strategy

Anthropic: Unveiling of the Claude 3 large language model family (2024)

Anthropic made the strategic decision to launch its new family of large language models, Claude 3 (Opus, Sonnet, Haiku), positioning them as superior or comparable …

6.00/10
Positive
The Claude 3 models, particularly Opus, received widespread critical acclaim for their intelligence, fluency, and …
Optimise Cash / Runway Management

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

John Deere made the strategic decision to settle a major class-action lawsuit for $99 million related to 'right-to-repair' issues for its agricultural equipment. The company …

6.00/10
Positive
John Deere successfully concluded the protracted legal dispute by agreeing to pay $99 million. This …
Experiment Product Strategy

Mercedes-Benz: Invest in R&D for significant EQS range and charging gains (2026)

Mercedes-Benz made a substantial strategic decision to dedicate significant resources to research and development, specifically targeting major improvements in the range and charging capabilities of …

5.95/10
Positive
The Mercedes EQS has returned to market with 'massive range and charging gains,' confirming the …
Experiment Retention / Churn

Notion: Invest in template gallery and community-created content as retention flywheel (2019)

Ivan Zhao invested significant resources into a template gallery where users and community members could create and share Notion templates — CRM systems, habit trackers, …

5.95/10
Positive
The template ecosystem became Notion's primary growth and retention engine. Users who built complex workflows …
Experiment Partnerships / Collaborations

Google: Acquire Wiz for $32B — largest cybersecurity deal ever (2026)

Google completed its $32B acquisition of cloud security startup Wiz, the largest deal in cybersecurity history. Wiz had reached $500M ARR faster than any enterprise …

5.90/10
Positive
The acquisition gave Google Cloud a compelling security narrative against AWS and Azure. Wiz's agentless …
Experiment Market Positioning

Tesla: Pursue FSD regulatory approval in the Netherlands (2026)

Tesla made the strategic decision to actively engage with Dutch regulatory bodies to obtain approval for its supervised Full Self-Driving (FSD) system. This involved demonstrating …

5.90/10
Positive
The outcome of this decision is positive, as the Netherlands became the first European country …
Experiment Product Strategy

Google: Rectifying display of Polymarket bets in Google News (2026)

Google faced a situation where content from Polymarket, a prediction market platform, was appearing within its Google News results, potentially undermining the platform's credibility and …

5.90/10
Positive
Google has publicly stated that the appearance of Polymarket bets in its News service was …
Experiment Cash / Runway Management

Shopify: Cut marketing spend to zero, rely on word-of-mouth during cash crisis (2009)

Tobias Lutke slashed Shopify's entire paid marketing budget to zero during a cash crunch. The company had been spending on Google AdWords and trade shows …

5.85/10
Positive
Forced organic growth became Shopify's superpower. Merchants became evangelists, creating a word-of-mouth engine that proved …
← Previous Page 16 of 29 Next →

Score Your Own Decisions

Join 347+ decisions in the directory. Build your Founder Decision Quotient and see how your calls compare.

Get Started Free