PODCAST · business
ARR Autopsy
by ARR Autopsy
Every episode tears apart one B2B SaaS company's path from scattered revenue to $1M+ ARR, with the founder who built it sitting across from us. Two hosts grill each guest on the specific acquisition channels, conversion numbers, and operational changes that turned unpredictable income into a system. You'll hear which experiments burned money, which pricing moves doubled close rates, and what the dashboard looked like the month things finally clicked. Built for SaaS founders and growth operators between $200K and $5M ARR who are done with vague strategy talk and want the spreadsheet version of someone else's breakthrough. New episodes drop every Wednesday, brought to you by the team at SaaSLaunch.net.
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6
3 Founders, 1 Procurement Wave: Surviving the 2026 Vendor Cuts
Three founders — Mara at $2.1M ARR, Dev at $4.8M ARR, and Jamie at $1.4M ARR — each watched enterprise deals go dark before a single positioning change closed all of them. This is the Wednesday episode for Week 25 of 2026, and it covers the consolidation data that B2B SaaS operators can no longer ignore: 68% of tech leaders have active vendor reduction plans, and enterprise stacks have already shrunk from 130 to 106 apps. - How Mara cut her B2B SaaS sales cycle from 140 to 67 days by replacing point-solution language with workflow-critical positioning - Why Jamie's proactive usage dashboard — built to defend ARR — was forwarded to procurement and used against her at renewal - How Dev compressed deal cycles from 95 to 58 days using a milestone exit ramp, and why his multi-threading approach collapsed without a coordination layer - The three Q2 objection patterns killing pipeline growth right now — procurement stall, false equivalence, and disguised budget freeze — and the counter-move for each Featuring Mara, Dev, and Jamie, as discussed by Derek Simmons and Elena Reyes on ARR Autopsy.
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5
Uber's $1,500 Cap: Repricing Your AI SaaS Before Buyers Do It for You
This week's guest burned through a hard-capped AI tool budget line and watched a mid-market deal collapse in real time. The single biggest takeaway: how your product is categorized in a buyer's spend management tool now determines whether you get to renewal, not just whether you close. - Why Uber capping engineers at $1,500 per tool per month reshaped the enterprise procurement conversation for B2B SaaS in 2026 - How a budget categorization problem, distinct from a standard price objection, was dragging close rates below the 20–28% mid-market benchmark - The before-and-after conversion data from a pricing page redesign, and why a subscription floor plus usage upside structure changed buyer behavior - The thirty-second call script that moved meeting-to-proposal conversion before close rate recovered, and what that sequence reveals about where the real ARR growth lever was hiding - Why the token price paradox, per-token costs down 98% but enterprise AI bills up 320%, sets up CFO-driven churn at Q3 renewal Wednesday episode, Week 24 of 2026. B2B SaaS founders between $200K and $5M ARR should audit their product's budget categorization in buyer spend tools before the next renewal call arrives.
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4
AI SDR vs. Human SDR: One Founder's 90-Day Controlled Test
This week's guest reached $1.4M ARR with two human SDRs before running a controlled 90-day AI versus human outbound test on identical lists — and the results reframed the entire cost argument once show rates entered the equation. This is the Wednesday episode for Week 23 of 2026. - Why AI-booked meetings show at 40-60% versus 70-85% for human-booked meetings, and how that single gap inverts the cost-per-meeting math in B2B SaaS outbound - The SQL conversion rate spread — 15-20% for AI versus 25% for humans — that compounds the show rate problem and inflates true cost per qualified opportunity - How the hybrid fix created three operational failures: CRM data decay, a burned warm domain, and no handoff rule between AI and human reps - The three conditions required before building hybrid infrastructure across the $200K to $5M ARR growth window, and the one weekly metric that signals system degradation Derek Simmons and Elena Reyes, ARR Autopsy — covering acquisition, pipeline math, and B2B SaaS revenue decisions that hold up when someone finally checks the numbers.
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3
$300K ARR Without One New Customer: The Churn Math
This Week 22 Wednesday episode of ARR Autopsy examines how an $800K ARR B2B SaaS company reduced monthly churn by two points across 90 days, generating more ARR growth than its entire paid acquisition budget for the year. Topics covered in this episode: - How dunning automation pushed payment recovery from 28% to 71%, the lowest-risk first move in any churn reduction sequence - Why 60-70% of churn concentrated in the first 90 days was invisible in monthly numbers but catastrophic in cohort data - How an onboarding overhaul and annual billing conversion campaign combined to push NRR from 94% to 103% by month four - Why a login-frequency health score collapsed in six weeks and what an eight-week composite signal rebuild actually delivered The guest's highest-regret lesson: hire a customer success hire before the next account executive, because early-stage churn in B2B SaaS is invisible until it compounds into a crisis. Guest: Elena Reyes, ARR Autopsy co-host.
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2
PLG Switch at $600K: The Six Months That Almost Broke It
This week's Wednesday episode (Week 21, 2026) features a B2B SaaS founder who entered the show at $600K ARR with a 74-day sales cycle, an 18-month CAC payback period, and no formal activation tracking — and left with a repeatable PLG motion that pushed NRR past 100% in six months. - Why three consecutive fix attempts — a pricing cut to $12K ACV, an 800-sequence outbound blitz, and a reseller partnership — all failed before the founder switched motions - How a PQL definition built backward from 18 months of closed-won data moved free-to-paid conversion from roughly 8% to over 25% - The three-bucket attribution rule that resolved a rep compensation dispute and kept the hybrid sales team intact during the PLG transition - Why activation rate climbed from 19% to 41% in four months, and what operational failures followed once the motion scaled Guest: Elena Reyes and Derek Simmons, hosts of ARR Autopsy, dissecting a real B2B SaaS growth case study with specific ARR, acquisition, and retention metrics.
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1
Pricing Page Autopsy: The A/B Test That 2x'd Close Rates
A $280K ARR, three-person B2B SaaS team ran on gut-feel pricing for fourteen months while trial-to-paid conversion sat at 3.1% — less than half the ChartMogul 2026 median of 8.9% — until a first-ever MRR dip in month fifteen forced a systematic approach to pricing experimentation. This is the Wednesday episode for Week 20 of 2026. - How a tier restructure moved one feature down one level and lifted page-to-trial conversion by 18%, from 3.1% to 3.7%, on five weeks of thin but sufficient traffic - Why flipping the billing toggle default from monthly to annual pushed annual plan mix from 15% to 41% of new sign-ups in five weeks - How the tier restructure drove a 37% churn reduction by aligning feature packaging with solo-operator needs and opening meaningful expansion ARR growth in the following six months - Why the founder rejected usage-based overages to protect ARR predictability, and how a homegrown billing system collapsed under three concurrent plan versions before a three-week hard-stop fix restored order Guest: founder and CEO, ARR at time of recording $280K, B2B SaaS. If this episode changes how you think about pricing and growth, share it with one founder who needs it and subscribe on YouTube or your podcast app.
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0
AI-Native ARR: $1M in 9 Months on a Team of 4
This week's Thursday episode (Week 19, 2026) reconstructs the pre-breakthrough dashboard of an AI-native B2B SaaS company, opening with the data point that defines the gap: a median team of four hitting $1M ARR versus fourteen for traditional SaaS, translating to $238K versus $71K in revenue per employee. Derek Simmons and Elena Reyes cover four specific areas with hard numbers attached: how AI-native burn rates of $4,200 per month before revenue compare to $87K for traditional SaaS and why that gap distorts founder decision-making on failing acquisition channels; why PLG at a $47 median CAC outperforms acquisition-first models at $271, and how 56% trial-to-paid conversion rates for AI-native companies compare to 32% for the rest of B2B SaaS; how usage and outcome-based pricing produces 118% median NRR versus 95% for per-seat models; and why first-month churn runs 23% higher at scale, what the AE hiring mistake costs in GTM learnings, and why a 3.2-month competitor window makes scaling errors time-critical. Keywords: B2B SaaS, ARR, growth, acquisition. - $47 PLG median CAC versus $271 for traditional SaaS acquisition models - 41% of AI-native winners use usage or outcome-based pricing with 118% median NRR - First-month churn at scale runs 23% above traditional SaaS benchmarks - Competitor window after product-market fit averages 3.2 months Hosted by Elena Reyes and Derek Simmons on ARR Autopsy. If this episode changed how you read your own dashboard, share it with one founder who needs it.
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ABOUT THIS SHOW
Every episode tears apart one B2B SaaS company's path from scattered revenue to $1M+ ARR, with the founder who built it sitting across from us. Two hosts grill each guest on the specific acquisition channels, conversion numbers, and operational changes that turned unpredictable income into a system. You'll hear which experiments burned money, which pricing moves doubled close rates, and what the dashboard looked like the month things finally clicked. Built for SaaS founders and growth operators between $200K and $5M ARR who are done with vague strategy talk and want the spreadsheet version of someone else's breakthrough. New episodes drop every Wednesday, brought to you by the team at SaaSLaunch.net.
HOSTED BY
ARR Autopsy
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