A working library for B2B teams running buyer research as a system. Customer discovery, paid research operations, compliance, and modern GTM — written for operators, not analysts.
Most customer discovery interviews are accidentally designed to produce false positives. You show a deck, the prospect says "that looks interesting," and you
Most founders treat customer discovery like a first date. They want to be liked. They ask soft questions designed to elicit "That sounds cool" or "I could see
Startups fail because they confuse a "cool idea" with a painful problem. Most founders think they are doing customer discovery when they are actually doing va
Most product managers are taught the "magic number" of customer interviews is somewhere between 10 and 15. The theory is that by the 12th interview, you stop
Tech leaders love to talk about being "customer-centric." Then they hand a junior Product Manager a list of warm leads or friendly design partners and ask the
Rob Fitzpatrick published The Mom Test in 2013. By 2026, the tech landscape looks nothing like it did then. We have AI agents conducting mock interviews, synt
Most product managers think "hustle" means sending 400 LinkedIn Connection requests to Directors of Infrastructure. They call it networking. The Directors cal
Most Product Managers at Series B startups are terrified of their legal departments. They want to pay research participants for an hour of their time, but the
The pendulum in product management has swung too far toward asynchronous research. We’re obsessed with efficiency. We send a Typeform, request a Loom, or moni
Most product teams treat discovery like a semi-annual dental cleaning. They clear their calendars for two weeks, run twenty frantic interviews, dump the notes
Professionalism is the biggest hurdle to honest discovery. If you ask a Director of RevOps at a Figma-scale company what they think of your tool, they will al
Most customer discovery is a performance.
Most founders treat a pivot like a total reset. They scrap the codebase, fire up a fresh slide deck, and go back to square one of customer discovery. This is
Most B2B startups stop learning the moment they find product-market fit. Once the Series A hits and the founder stops being the primary salesperson, discovery
Most discovery calls fail because they focus on the "what." You ask a VP of Sales what they need in a CRM, and they give you a list of features they read in a
Most teams treat discovery like a casual chat. The VP of Product hears "that sounds interesting" and tells the CEO they’ve found product-market fit. This is h
In high-stakes industries like fintech, healthcare, and defense, traditional customer discovery advice fails. Most "lean startup" playbooks tell you to get a
Most B2B sales cycles are broken before the first calendar invite is sent. The standard operating procedure is a tragedy of misaligned incentives: a prospect
Most founders kill their startups before they write a single line of code. They do this by conducting "pre product customer discovery" that is actually just a
Most product teams treat customer discovery like a therapy session. They talk to ten people, feel a general "vibe" about a specific pain point, and then the V
By 2026, the traditional buyer persona is a liability. For a decade, B2B teams relied on "Marketing Mary" slide decks built from LinkedIn scrapes and third-pa
Most sales playbooks treat the B2B buying committee like a simple org chart. Reps hunt for the "Economic Buyer," try to neutralize the "Gatekeeper," and pray
If you ask a Series A founder how long their b2b sales cycle length is, they’ll usually say “about three to four months.” They say this because that’s what th
Ask a VP of Sales what the cost of a qualified B2B meeting is, and they’ll likely point to their SDR team’s fully loaded cost divided by held meetings. Usuall
Most B2B marketing teams focus on the wrong data. They track whitepaper downloads and website visits, assuming these represent the start of a journey.
The standard champion model in B2B sales is dying because tenure is shrinking. The median tenure for a Director of RevOps is now roughly 18 months. If your de
Most VPs of Marketing are obsessed with the wrong moment. They look at a HubSpot timeline and see a "Request a Demo" form fill as the start of the journey. Th
Most Series B startups launch with a sharp Ideal Customer Profile (ICP). They know exactly who they are selling to: maybe it’s the Head of Infrastructure at a
Most B2B lost deal interviews are a waste of time. Your Sales Lead sends a "help us get better" email. The prospect ignores it because they’ve already moved o
Most win/loss analysis templates are designed for a filing cabinet, not a boardroom. They ask generic questions like "Was our pricing competitive?" and "Did t
Sales teams spend millions chasing the "Decision Maker." They stalk VPs of Engineering and CMOs on LinkedIn, hoping to secure a 15-minute window for a high-le
Most ICP documents are works of fiction. They represent who marketing wishes would buy, rather than who actually signs the check.
Most B2B buyer personas are a collection of demographic guesses and psychographic fluff. You’ve seen the slides. "Marketing Mary" is 35, lives in a coastal ci
Most VPs of Product make a fatal mistake: they ask Account Executives to "test out" new pricing tiers on live calls.
Most B2B competitive intelligence is built on fiction. Marketing teams spend weeks dissecting a rival’s pricing page and "leaked" sales decks, only to produce
Most B2B marketing teams are still operating on a 2018 playbook. They hire expensive copywriters to "handle objections" and "drive urgency." They treat a demo
In a typical Series B SaaS firm, the CMO owns brand and the VP of Sales owns the quota. But the Director of RevOps owns the pipeline math. When that math stop
Standard enterprise sales maps focus on the "Decision Maker." They look for the VP of Engineering with the budget. In a product-led growth (PLG) motion, that
Most AE training assumes a world that hasn't existed since 2021. It tells you to find a "Power User," build a business case with them, and ride their enthusia
Most cold outbound sequences are built in a vacuum. A Content Marketer and a Sales Development Manager sit in a room, look at a list of features, and try to g
Most marketing leaders think compliance is a box to check at the end of a project. They build a research plan, vet a list of experts, and then send a perfunct
B2B vendors are desperate for feedback. They need to know why their SOC 2 automation tool is losing to a legacy incumbent or why a VP of Engineering at a Seri
Most VP Marketing and Product leads treat GDPR as a checkbox for their legal team. They assume that if the SaaS product is compliant, their research process i
Most B2B product managers think CCPA only matters when they’re selling email lists to brokers. They assume that if they’re just "talking to customers" to vali
Most compliance officers view friction as a feature. They believe a painful workflow ensures "rigor." In reality, a high-friction compliance attestation workf
In B2B research, "disinterested" is a myth. If a VP of Infrastructure at a scaling fintech firm takes a call to discuss cloud cost management tools, they aren
Most user research incentives are built for the mid-market. You offer a $100 Amazon gift card or a PayPal transfer, and a Senior Manager at a 200-person start
If you sell software into healthcare, life sciences, or public sector agencies, you are likely flirting with a felony.
Privacy is the most expensive line item in your research budget. If you are a Director of Product at a Series C infrastructure firm, you know the drill. You n
Most B2B marketing teams treating "paid research" as a lead gen channel are being robbed. I’m not talking about poor product-market fit or bad messaging. I am
Most B2B product research happens in a black box. You find a Director of Infrastructure on a legacy expert network, pay $700 for an hour of their time, and ge
Most RevOps leads and Research Directors approach participant compensation with a simple formula: keep the individual under $600 and the IRS stays away. This
Most operators treat trust safety marketplace strategy as a tax—a series of friction points designed to keep the bad guys out. They hire a Head of Trust & Saf
Most VP Product and Strategy leads treat market research and sales as two separate buildings. In reality, they are different lenses on the exact same data.
Most RevOps leaders see a vendor compliance checklist as a box to check after the deal is signed. They treat it like a terms-and-conditions summary that sits
The average VP of Marketing or Head of Infrastructure doesn’t need a second job. They need a way to monetize the "scar tissue" they’ve accumulated over fiftee
The average VP of Engineering at a mid-market SaaS company receives roughly 40 outbound sequences per week. Most go straight to the archive. The persistent on
Your LinkedIn inbox is likely a graveyard of automated sequences. Every Director of RevOps or VP of Engineering gets thirty messages a week that start with "I
Most Directors of Security or VPs of Finance assume their employment contract is a total blackout zone for outside income. They see "Conflict of Interest" cla
If you mention "paid research" to your legal team or a HR Director at a Series B SaaS firm, their reflexive response is usually a flat refusal. They see a con
Most VPs of Engineering and Directors of RevOps are drowning in a sea of "just checking in" and "quick 15-minute sync" emails. The standard response is either
Most legacy expert networks operate on a high-margin brokerage model. They charge a Fortune 500 strategy team or a private equity firm $1,200 for an hour of y
Most VPs of Infrastructure or Directors of RevOps think their LinkedIn title is enough to get paid for a 40-minute research session. It isn't. Companies are m
Most VP-level practitioners treat research calls like a tax. They assume every vendor conversation will trend toward a 60-minute calendar block that yields fi
Paid market research is a high-yield sideline for senior operators. When a VP of Product at a Series B startup or a Head of Infrastructure needs to understand
Most B2B professionals treat research calls like a flat-rate commodity. They see a fixed amount in an invite and click "Accept." That is fine for a Director o
Most B2B professionals believe their time is a fixed commodity. They think a "market research call" has a standard price logic. It doesn't.
Most VPs of Sales or Heads of Infrastructure treat their work inbox as their only professional identity. This is a mistake. When you participate in market res
Buying a tool is the easy part. Every Director of RevOps has a graveyard of "best-in-class" SaaS that their team stopped using after six months. The failure i
In the world of paid market research, common sense suggests that a C-level title commands the highest hourly rate. It’s an easy assumption: a CMO at a 500-per
Most VPs of Sales are still running a 2018 playbook. They hire five SDRs, give them a seat on a generic sequencing tool, and expect a 3x pipeline coverage. In
Most B2B demos are a choreographed waste of time. I’ve seen this play out at Series B startups and Fortune 500s alike. A Director of Infrastructure takes a 30
Most RevOps leaders use "allbound" as a bucket for everything they can’t strictly attribute to a single source. It sounds strategic on a slide deck. In realit
In 2023, every VP of Sales bought an AI personalization tool. The pitch was irresistible: "Write 1,000 custom emails in three seconds that look like a human w
Most founders view sales as a chore they want to delegate the moment they raise a Seed or Series A. They think hiring a "VP of Sales" or two hungry SDRs will
Most account-based marketing (ABM) programs are just expensive email sequences paired with overpriced LinkedIn ads. If you are spending $50,000 a month to tar
Most B2B pricing pages are a mess of defensive posturing. We hide the price because we’re afraid of the competitor’s spreadsheet. We add ten "Contact Us" butt
Most lead scoring models are relics of 2014. They rely on "Marketing Qualified Leads" (MQLs) triggered by arbitrary whitepaper downloads or webinar attendance
Most VP of Marketing roles are currently a burnout trap. They are tasked with hitting aggressive pipeline targets while the standard playbook—paid search, Lin
Most seed-stage founders think hitting $1M ARR requires hiring two AEs and a BDR manager. They believe "scaling" means offloading the stress of the demo. This
Most VPs of Marketing still look at their dashboards as a series of sequential hoops. A lead enters the top, passes through a qualification gate, and emerges
Most CEOs hire their first Sales Engineer (SE) because their VP of Sales is complaining. The AE can’t give a demo without breaking the staging environment, or
Most CMOs spent the last decade optimized for an environment that no longer exists. They built "lead machines" based on 2017 math: cheap LinkedIn CPMs, predic
The standard advice for multi threading deals is simple: "Get to the power line." In reality, this is where most mid-market AEs kill their momentum. When you
Most B2B sales cycles die in the first fifteen minutes of a Zoom call. A Director of RevOps at a 200-person SaaS company signs up for a demo because they have
Most 20-person startups treat research like a hobby. They have a Slack channel called #customer-feedback where a Sales AE dumps a feature request every Tuesda
Most product teams treat user interviews like a therapy session. You talk for forty minutes, feel some feelings, and write a two-sentence summary in Slack tha
Most B2B research dies in a Google Slides deck.
Most engineering teams think they are doing user research. They aren't. They are doing technical validation.
Product leaders at Series C startups love to talk about "statistical significance." They wait for the N to hit 40 or 100 before committing engineering resourc
Most B2B PMs treat quantitative data and qualitative interviews as separate churches. They look at a Mixpanel dashboard on Monday and run customer calls on Th
Most product discovery is a theater performance designed to justify a roadmap that was already decided in January.
Most product teams think they are doing continuous discovery when they are actually just doing continuous validation. They show a Figma prototype to a VP of E
Most research in B2B SaaS is where insight goes to die. A Product Researcher spends $4,000 and three weeks interviewing five VPs of Engineering about a new ob
Most internal research wikis fail because they are written by product managers for other product managers. They are filled with 40-page PDFs, "vision" decks,
Most beta programs are just disguised product tours. A VP of Product at a Series B data infra firm once showed me their "beta cohort." It was 40 companies on
Most B2B product leaders treat research like a search for a missing puzzle piece. They assume that if they just talk to enough VPs of Infrastructure, the "rig
Most Product Managers treat their roadmap as a technical queue. They think it’s a list of features the engineering team is committed to building over the next
Most B2B product teams are addicted to the "request backlog." A VP of Sales at a Series C fintech hears a prospect mention a missing SOC 2 automation bridge.
Salesforce notes are where nuance goes to die. A Director of Product Marketing looks at a "Lost" deal record and sees a single line from an AE: "Product too c