Guides

The frameworks operators actually use, cited.

Pricing, positioning, prioritization, product strategy. Each guide gives you the named framework, links every claim to a real source, and shows where the experts genuinely disagree, so you can decide against your own situation, not the internet's average.

AI advisor

AI advisor for startups

Pre-PMF startup advice is the opposite of scaling advice, so an AI advisor must know your stage: Sean Ellis and Paul Graham before fit, Hormozi and Ramanujam after. The cited, stage-aware map.

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AI advisors

AI business advisor

An AI business advisor should cite named operators, show where they disagree, and remember your context, not hand you the generic average. Here's what to demand from one, and why generic ChatGPT falls short.

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AI advisor

AI co-founder

An AI co-founder should bring cited operator frameworks to your hardest calls, remember your context, and show where experts disagree, not hand you the generic average of the internet.

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Pricing

B2B SaaS pricing models

The B2B cut on pricing models: per-seat vs usage vs tiered vs hybrid, how to choose a value metric that expands the account, and why freemium misfires in B2B.

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AI advisor

Better founder decisions

Make better founder decisions: use a named framework not your gut, move fast on reversible calls and slow on irreversible ones, and seek where operators like Hormozi and Ellis disagree.

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AI advisor

ChatGPT for startups

ChatGPT is useful at a startup for drafts, code, and research, but weak on the decisions that move the company: pricing, positioning, and product-market fit. Here's the cited operator answer to use instead.

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Distribution

Customer acquisition framework

There are only four ways to get customers: warm outreach, cold outreach, content, and paid ads. Here's Alex Hormozi's Core Four, how to pick one, and where operators disagree on going all-in vs building owned distribution.

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AI advisor

Expert frameworks for founders

One canonical operator framework per founder decision: positioning to Dunford, pricing to Ramanujam, PMF to Sean Ellis, first customers to Hormozi. The cited map, applied to your situation.

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AI advisor

Founder decision-making tool

A real founder decision tool does four things a chatbot does not: names the framework, shows both sides of a fork, fits your stage, and records your reasoning so you can revisit the call.

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Research

JTBD statement examples

A jobs to be done statement reads: When [situation], I want to [motivation], so I can [outcome]. Here are worked examples, the template, and where experts differ.

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Research

Jobs to be done templates

The core JTBD templates are the job statement, the four forces of progress, and the switch interview. Here's each one with an example, from the operators who built the method, and where they differ from personas.

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Positioning

Positioning statement examples

A positioning statement names your target customer, category, key benefit, and what makes you different, in one paragraph. Here's the classic template, worked examples, and where Geoffrey Moore and April Dunford disagree on using a template at all.

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Pricing

Pricing framework

A pricing framework is the sequence operators use to set a price on purpose: value metric, willingness to pay, anchor, package, ICP. Here's each step, cited, and where the experts disagree on freemium.

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Product

Prioritization framework

RICE and ICE score initiatives so you can rank them. Here's how each works, and why operators say the scoring is the easy part: the real skill is picking the one constraint and committing.

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Launch

Product launch checklist

The product launch checklist that moves the needle: build the list before launch day, recruit users by hand, ship janky (Garry Tan), pick one channel, and set the number that proves it worked.

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Launch

Product launch plan

A product launch plan as a timeline: pre-launch weeks (waitlist, pre-sell), the launch window (ship janky, charge from day one), and post-launch (lifetime deal for cash and feedback). Cited to operators.

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Launch

Product launch strategy

Product launch strategy is the bet you make before the checklist: audience-first or product-first, distribution as the moat (Evan Spiegel), one channel, and treating launch as a process, not an event.

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Positioning

Product positioning

Product positioning is the context that makes buyers instantly get what you are and why you're the best pick. Here's the five-step operator method, cited.

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Strategy

Product strategy framework

Most product strategy is a goals list in disguise. A real one has three parts: diagnosis, guiding policy, coherent action. Here's Rumelt's kernel and the 4Bs, cited, plus where deliberate strategy meets 'find the one constraint.'

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Pricing

SaaS pricing models

Flat, tiered, per-seat, usage-based, or freemium? The right SaaS pricing model follows from your value metric. Here's when each fits, cited to operators, and where they disagree on freemium vs free trial.

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Pricing

SaaS pricing strategy

A SaaS pricing strategy sequences the moves over time: pick a value metric, price to willingness to pay, expand revenue, reprice on cohorts. Cited to operators.

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Pricing

Sanity-check my pricing

Before you commit a price, run five checks: value metric set, priced to willingness-to-pay not cost, anchored high enough to gasp, the high-WTP 20% protected, and the ICP that renews.

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Pricing

Usage-based pricing

Usage-based pricing works when the metered unit is your value metric. The case for it, the real risk of bills buyers can't predict, and the hybrid that fixes it.

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Pricing

Van Westendorp pricing

The Van Westendorp Price Sensitivity Meter is four questions put to real buyers. Here's how to run it on your SaaS, how to read the chart, and where operators disagree on trusting the result.

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Positioning

What is product positioning

Product positioning is the context you set so buyers instantly get what your product is, who it's for, and why it's better. Here's a working definition, the steps operators use, and where they disagree.

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AI advisor

Why ChatGPT is generic

ChatGPT gives generic startup advice for four structural reasons: the averaged internet, no retrievable citations, built-in agreeableness, and no memory of your context. Here's what a cited answer looks like instead.

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