“this is something I came up with while I was working at Fair”
Faire
3 recommend/use · 7 sourced episodes
Every sourced reference
Short attributed excerpts only. Timestamps are approximate.
“we had an awesome episode with Ami Vora CPO at Faire”
“Fair which connects independent retailers and Brands around the world”
“I came to fair for the same reason that I've been anywhere because I believe in the people and I believe in the mission”
“Rebecca gray who leads research at Fair”
“fair is basically a B2B uh artisanal items marketplace”
“fair is a company I advise more recently that I think is unlocked this model in like the reverse”
“it's a Marketplace connecting local retailers and independent Brands”
“I lead the strategy analytics team at fair”
Related frameworks
Adjacency-and-Network Expansion Test
Prioritize marketplace expansion by adjacency and network reinforcement, not by the size of the adjacent TAM
Assemble Spikes, Not Well-Rounded People
Hire sharp, complementary spikes instead of developing everyone into generalists
Assume the Disruptor Is Right
During an existential threat, assume the disruptor is playing an optimal game and respond with overreaction
Consumer Subscription Viability Test
Freemium-plus-paid-acquisition consumer subscriptions fail without ~60-70%+ retention or a network effect
Dual-Sided ROI Equation
Price each acquisition to include the cost of acquiring the other side it needs, then push to your payback threshold
Execution Beats Strategy
Perfect strategy with poor execution teaches you nothing. Good-enough strategy with perfect execution compounds.
Expand, Don't Shrink
Insert a step between receiving feedback and acting on it — then answer it by adding tools, never by getting smaller.
Feeling-First Product Metaphor
Pick the feeling, name where you last felt it, and let the metaphor make a thousand small decisions for you.
Founder Intuition vs Team Expertise Handoff
Delegate to hires only once they consistently make better calls than you would — and signal in both directions
Happy GMV and Minimum Viable Happiness
Track only the GMV that produced a retained customer, and boil the thimble until it clears the bar
Homogenize the Early Experience for Retention
Move retention by fixing unlucky bad first experiences, not by nudging people about to churn
Impact Above All Else: The Two-Question Priority Loop
Two daily questions, driver-mapping, and back-of-envelope math before any project earns your time
Inquiry Over Advocacy
Dial up questions, dial down your case — then check if you still disagree
Kill NPS, Ask CSAT
NPS is the marketing industry marketing itself — a satisfaction question has better data properties.
Leader Emulators
Build runnable models of the sharpest people you've worked with, then boot the right one when you're stuck.
Let Fires Burn (with Three Never-Burn Exceptions)
Agree which problems you let burn this week — and the three that never can
Macro / Middle-Range / Micro Research Portfolio
Sort every research question into three altitudes and starve the middle one that eats your team's time.
Manufactured Chaos: The Artificial Time Constraint
When things feel too calm, inject an absurd deadline to force intuition and creative leaps
Markets as Currents, Not Bodies of Water
Chase the change dynamic pulling the market, not the size of the market
Poke the Bear
Never self-censor — but poke only after the homework, and only with data
Product-Led SEO
Treat SEO as a product you build for the search user, not content you optimize for a keyword.
Programmatic vs Editorial Decision Rule
Go programmatic only where scale meets a real use case — otherwise you scale nothing.
Putting On the Coat of the Job
Run the spreadsheet, then tear it up — and simulate a Tuesday in the job instead.
SaaS-Marketplace Transition Test
A SaaS business can add a marketplace only if it touches its customer's customer and those customers need multiple suppliers
Scenario-Based PM Interviewing
Interview PMs by making them do the real job under real constraints, not recite prepared stories
SEO Conversion-Metric Rigor
Rankings and traffic are not results. Hold SEO to the same efficiency standard as paid.
Ship-to-Learn Research Allocation
Reserve scarce user research for high-uncertainty, high-leverage problems; ship to learn everywhere else
The Anti-Sell: Hiring by Describing the Worst Day
Tell candidates the worst day at your company in full detail — then ask if they still want to join
The Business-Fluency Scalpel for Researchers
Learn the company's financial language so your insights land in the funnel, not in a deck.
The Dinosaur Brain Product Review
Executives hold three facts. Bring a recommendation, not a catalogue — and leave with principles, not answers.
The Dogfooding Boundary Rule
Use your own product walkthrough to generate the issue list — never to prioritize it.
The Embedded Insights Partner Model
Success metric: they won't have the meeting without you.
The Fascinating Reframe
Convert the visceral urge to be right into a question that harvests the information you're missing.
The Five Tools Researcher
A modern researcher carries five methods, not one — and you hire for the Swiss army knife.
The Four Marketplace Health Metrics
Track GMV, unit economics, liquidity, and share of wallet to know if a marketplace is truly healthy
The Funnel-Position Defense Against AI Overviews
AI answers eat top-of-funnel search. Move your SEO to where intent and conversion live.
The Gardener Mindset for Marketplaces
Run a marketplace like a gardener with a light touch, not a construction worker building linear features
The Growth Model Building Blocks
Build a spreadsheet formula of how your business grows, layer by layer, to find your real levers
The Gut-Check Protocol
Intuition is pattern matching and bias in the same organ — check it with System 2 and diverse guts.
The Hierarchy of Engagement
Three stacked levels — core action, accruing benefits, self-perpetuation — that decide if a consumer product endures
The Hierarchy of Marketplaces
Focus, tip, dominate — the only sequence that produces a marketplace worth owning
The Hill Climb
Name whether you're optimising a local hill or crossing the valley to a bigger mountain — then price the valley.
The Marketplace Fragmentation Test
A marketplace only works if the market is fragmented and the per-transaction dollars are small enough to keep it in the middle
The SEO Go/No-Go Investment Test
SEO is not free. Price it fully, then compare it against every other growth channel.
The Serenity Prayer and the Discard Bucket
Two rituals for perfectionists: the Serenity Prayer, and a bucket you cannot un-bin
The Three Network Effects (and Why Social Products Must Evolve)
Classify defensibility as direct, cross-side, or data network effects — and know social products must add the latter two
The Tippability Test
Check supply fragmentation, supply heterogeneity and incumbent competition before you fund a marketplace
Three Ways to Find Marketplace Whitespace
Unbundle a low-NPS segment, own an ignored niche, or change the atomic unit of supply
Tipping Loops: Growth Loops and Happiness Loops
Two symbiotic loop types — one grows the marketplace, one keeps it happy as it grows
Toddler Soccer Goal Detangling
Goal every team on the same output metric and they swarm the ball. Detangle the customer journey into lanes.
Top-Down / Bottoms-Up Core Action Analysis
Cross two analyses — return-propensity ranking and product purpose — to find the one action worth optimising
Top-Down TAM SEO Forecast
Forecast SEO from market size down, not from keyword-tool volumes up.
User-Centered Performance Detector
Spot the rituals where a team signals customer obsession without any intent to change the decision.
Vertical Unbundling Criteria
Only carve a vertical out of a horizontal marketplace if it has high value or frequency and a self-contained network
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