Workbook home / Example 5: Consumer product

Example 5 — Consumer product (mobile-first subscription)

Workbook applied to a fictional consumer product. "TapNote" — voice-to-structured-notes app for iOS + Android, launched 8 months ago, 12K MAU, 1.8K paid subscribers ($7.99/mo). Question: should the next $200K of product investment go to (a) a journaling-vertical wedge, (b) a salesperson-tools wedge, (c) a podcasters wedge, or (d) just broader marketing? v2: 4-candidate narrow, 3/6/12-month horizons.

Why this example. Consumer products have a different substrate from B2B or prediction-market tooling: in-app telemetry (cohort retention, funnel), social listening (Twitter/X mentions, Reddit threads), app store reviews, customer interviews. The framework adapts — the cells stay the same, the substrate sources change. The 4-candidate narrow is harder for consumer because there are often 20+ plausible vertical wedges; v2's discipline is to drop all but 4.


Section 0 — Frame the product

TapNote (fictional)
Voice-to-structured-notes app. iOS + Android. Free tier (3 notes/day, 30s each) + Pro $7.99/mo (unlimited + AI structuring + export). Launched Sept 2025.
12K MAU, 1.8K paid subscribers ($14.4K MRR / $173K ARR). 18% free→paid conversion. D30 retention: 22% (good for consumer). Net Promoter Score: 47.
Substrate: in-app telemetry (Mixpanel/Amplitude), 60 customer interviews (1-on-1 video calls with paid subscribers), 340 app store reviews (avg 4.6 stars), 12 Reddit threads in r/productivity, 800 Twitter/X mentions in last 90 days, 3 podcast appearances, 2 journalists reached out for review units. No win/loss because consumer doesn't lose deals the way B2B does — the "churn" substrate is the in-app telemetry + cancel-flow survey.
Decision window: 6 months to hit $400K ARR (the milestone needed to raise a $3M seed extension). 18-month runway (until Q3 2027). Need to commit the next $200K of product investment in a vertical wedge that doubles the paid-sub base.

L1Baylands — 4 candidates narrowed from 7Layer 1 of 4

Step 1.1 — The 30+ brainstorm

Start with the 5 vertical-wedge hypotheses the team has heard from users, then expand to 25 adjacent.

5 vertical-wedge hypotheses from user interviews:

  1. Journaling / gratitude practice users (mentioned by 22/60 interviewees)
  2. Sales / SDR / real-estate agents on-the-go (mentioned by 14/60)
  3. Podcasters / interviewers (mentioned by 9/60)
  4. Students (lecture capture + structured notes) (mentioned by 11/60)
  5. Therapists / coaches (session note-taking) (mentioned by 7/60)

Adjacent segments (#6-#30) include: doctors (clinical notes — HIPAA risk), lawyers (privileged — work-product risk), journalists (interview capture), researchers (qualitative-coding workflows), ADHD users, language learners, etc. 4 narrowed candidates, 3 dropped.

Step 1.2 — Narrowed to 4 candidates (v2 set)

#CandidateSubstrate signal (1-sentence)
C1Journaling / gratitude practice users22/60 interviews mention journaling. Avg D90 retention 38% (vs 22% baseline). High LTV candidate. App store reviews cite "great for journaling" 47 times.
C2Sales / SDR / real-estate agents on-the-go (CHOSEN)14/60 interviews, but they pay 2.3× the average ($7.99 → $18.40 pro tier). Highest willingness-to-pay. App store reviews cite "great for sales calls" 19 times.
C3Podcasters / interviewers9/60 interviews, niche but high NPS (67). 3 podcast hosts have mentioned TapNote on their shows. Tight-knit community.
C5ADHD / executive-function usersAdjacent but not in top-5. 6/60 interviews mention. Strong retention signal but unclear WTP.
Substrate-legend (v2): 4 candidates, not 7. v1's 7 included therapist/clinician (HIPAA risk — kill), students (free-tier dominant — kill), doctors/lawyers (privileged-content risk — kill). v2's 4 narrow to the top by substrate: interviews + retention + WTP + reviews. C5 (ADHD) is the long-shot wedge.

Step 1.3 — Aulet 12-cell matrix (C2 + 3 alternates)

CellC2 Sales/SDRC1 JournalingC3 PodcastersC5 ADHD
1. IndustryB2B sales (insurance, SaaS, real estate)Wellness / self-improvementMedia / podcastingHealth / accessibility
2. ApplicationCapture call notes + auto-CRMs to Salesforce/HubSpotDaily gratitude, mood, prompt-based journalingInterview prep, show notes, post-show recapVoice-first task capture, low-friction notes
3. End-userAccount executive / SDR (individual contributor)Self-improvement user (consumer)Podcaster (often solo creator)ADHD adult (consumer)
4. BenefitsSave 30 min/day on call notes; never miss an action itemBuild a daily practice; mood trend visibilityPre-interview research capture; show notes in 5 minCapture thoughts before they vanish; low friction
5. Lead CustomersCustomer interviews: 14 named SDRs/AEs (Sarah K. at Outreach, Marcus P. at Ramp, 12 others) + 2 named sales coaches22 named journaling users9 named podcasters6 named ADHD users
6. Market~1.5M SDRs/AEs in US~10M journaling-app users in US~150K active podcasters in US~10M ADHD adults in US
7. CharacteristicsManager-funded; IT approval often; daily use; high WTPSelf-pay; daily/weekly use; high retentionSelf-pay; weekly use; community-drivenSelf-pay; daily use; price-sensitive
8. Partners/PlayersSalesforce, HubSpot, Outreach, Salesloft, GongDay One, Reflectly, StoicDescript, Riverside, BuzzsproutTiimo, Goblin Tools, Opal
9. Size of Market$200M-$1B TAM at $15-$30/mo ACV$50M-$200M TAM at $5-$10/mo ACV$10M-$50M TAM at $10-$20/mo ACV$30M-$100M TAM at $5-$10/mo ACV
10. CompetitionGong + Chorus (call recording, not notes); Otter (transcription-only)Day One (Apple-only), Reflectly, StoicDescript (heavy, desktop), RiversideApple Notes, Obsidian, Notion templates
11. PlatformLinkedIn + X + sales communities (Outbound Squad, Pavilion); podcasts by sales influencersInstagram + TikTok + journaling influencersPodcasting communities; X #podcastlife; YouTubeReddit r/ADHD + TikTok; accessibility communities
12. Complementary AssetsCurrent product; team; brand among power-users; existing integrations (Notion, Readwise)SameSame; no audio engineeringSame; no accessibility expertise

Step 1.4 — Moore's 3 conditions (v2 — all 4 candidates)

Candidate(a) similar products bought(b) similar sales cycle(c) word-of-mouthPass?
C2 Sales/SDRAll SDRs buy Otter / Gong / Chorus / Fireflies. Substrate: 14 interviews cite "I use Otter now but it's $20/mo and I want AI structuring."Self-serve consumer cycle (1-2 weeks). Some manager-funded (1-3 mo). Substrate: 14 interviews; 3 are manager-funded.Sales communities (Outbound Squad, Pavilion) are tight; 1 podcast appearance by a sales influencer drives 200+ signups in a week. Substrate: 800 X mentions; 12/60 cite "found via another SDR."✓ PASS (cleanest pass of 4 — high WTP + clear competitive gap + 2.3× baseline pay)
C1JournalingDay One, Reflectly, Stoic. Substrate: 47 app store reviews cite journaling.Self-serve (1-2 weeks).Journaling community on Instagram + Reddit r/journaling; influencer-driven. Substrate: 60 customer interviews show 38% retention vs 22% baseline.✓ PASS (high retention, but lower WTP)
C3PodcastersDescript, Riverside, Otter. Substrate: 9 interviews cite Descript + Otter.Self-serve (1-2 weeks).Tight-knit podcasting community; 3 shows have mentioned TapNote. Substrate: 3 podcast appearances, 67 NPS.✓ PASS (niche but high NPS)
C5ADHDApple Notes, Obsidian, Notion. Substrate: 6/60 interviews, but most use "free" tools.Self-serve (1-2 weeks).Reddit r/ADHD (1.4M members) is a WoM engine. Substrate: 6 interviews + 14 r/ADHD threads mention voice-to-text apps.✓ PASS (long-shot, lower WTP)

Layer 1 verdict: C2 (sales) passes cleanest: high WTP (2.3× baseline), clear competitive gap (Otter is transcription-only, Gong is call recording), 14 named interviewees, 2.3× pay tier validated. C1 passes but at lower WTP. C3 passes but small market. C5 passes but price-sensitive. C2 wins on Layer 1.

L2Voje — C2 proximity testLayer 2 of 4

CandidateCan we dominate in 18 months? (Y/N + why)What would "dominate" look like?
C2 Sales/SDRY, with high confidence. 1.5M addressable market; consumer-grade product already exists; 6-mo build to ship CRM integrations + sales-team admin features; 12-mo to hit 10K paid subscribers in the vertical.10K paid subscribers from sales vertical ($1.8M ARR contribution from this wedge alone); 5+ named case studies from sales teams; 1 podcast-relationship with a top-3 sales influencer (Outbound Squad, Pavilion, Sales Hacker).
C1Y, but lower WTP means more volume. 50K paid users to hit same ARR.50K paid journaling users; 3+ influencer relationships.
C3Y, but small. 5K podcasters is the realistic ceiling.5K paid podcasters; show notes template marketplace.
C5Y, but price-sensitive. 20K paid ADHD users at $5/mo.20K paid users; 1 r/ADHD AMA; 1 publication review.

Layer 2 verdict: C2 wins on Layer 2. 10K paid subscribers is achievable in 12 months if TC1 + TC2 land (sales-vertical case study + podcast-relationship). The 1.5M addressable market fits the 18-month window with room to spare.

L3Solanki — C2 defender-loyalty testLayer 3 of 4

Step 3.1 — 5 defenders (C2 specific)

1. Otter.ai (transcription-only, $20/mo). 2. Fireflies.ai (call recording + transcription, $19/mo). 3. Gong (call recording + sales analytics, $100+/user/mo — enterprise). 4. Apple's built-in Voice Memos + Notes (free). 5. In-house pen-and-paper (the "do nothing" incumbent).

Step 3.2 — Defender-loyalty probe (C2 specific)

Defender(1) Vendor-pitch rejection (0-3)(2) "I trust X" (0-3)(3) NPS-equivalent (0-3)(4) Switching cost (0-3)(5) Market-share trend (0-3)Total / 15Verdict
Otter.ai2222210/15CAUTION — direct competitor; need clear differentiation
Fireflies.ai212229/15CAUTION — direct competitor
Gong3323213/15UNSAFE to attack — enterprise; position alongside
Apple Voice Memos + Notes3333012/15UNSAFE — free; need a clear upgrade pitch
Pen + paper000000/15SAFE — the "do nothing" target

Layer 3 verdict (C2): Gong 13/15 (UNSAFE — enterprise) + Apple Voice Memos 12/15 (UNSAFE — free). Otter + Fireflies 9-10/15 (CAUTION — direct competitors). Pen+paper 0/15 (SAFE — the "do nothing" target). The HUL-Nihar reframe: TapNote's risk is not "we can't beat Gong" — it's "Apple's free Voice Memos is good enough" + "Otter is transcription-only but cheap." Substrate: 14 interviews cite "I use Otter now but I want AI structuring + CRM integration." That's the wedge.

L4Test Card — operationalize C2Layer 4 of 4

Step 4.1 — Beachhead assertion

The chosen beachhead, in one sentence:

Sales / SDR / real-estate agents on-the-go is the beachhead: 2.3× baseline WTP (substrate-validated), 14 named interviewees, clear competitive gap (Otter is transcription-only, Gong is enterprise), tight WoM via sales communities (Outbound Squad, Pavilion). C1 (journaling) and C3 (podcasters) are wedges; C5 (ADHD) is the long-shot.

Step 4.2 — 3 Test Cards for the next 6 weeks

TC1 — Salesforce + HubSpot integration MVP + 14 named interviewees re-engaged (week 1-2)

Step 1: Hypothesis
We believe that 6/14 named SDR interviewees will convert to a paid "Pro for Sales" tier ($18.40/mo) within 14 days of the Salesforce/HubSpot integration MVP — because 14/14 interviews cite "I need CRM integration" as the #1 blocker, and the 2.3× WTP indicates strong willingness-to-pay if the integration is solid.
Step 2: Test
To verify that, we will ship a Salesforce + HubSpot integration MVP in week 1 (webhook-based, 1-way push of call note → CRM contact). Email the 14 named interviewees in week 2 with: (1) the integration launch, (2) a 14-day free trial of "Pro for Sales" tier, (3) a 30-min feedback call offer. Track in the CRM (HubSpot) by tag "sales-vertical TC1."
Step 3: Metric
≥ 6/14 (43%) start the 14-day trial. ≥ 4/14 (29%) convert to paid. ≥ 2/14 (14%) book a feedback call. Substrate: in-app telemetry (trial start, paid conversion), CRM (sales-vertical tag), customer interviews (churn reason from cancel-flow survey).
Step 4: Criteria
Right if ≥ 4/14 convert to paid AND ≥ 2/14 book a feedback call.
Wrong if ≤ 1/14 converts OR trial-start rate is ≤ 25%.
Pivot on fail: the integration isn't sticky enough. The trial-to-paid gap is the issue. Add a 1-on-1 onboarding call for trial users; sales people are accustomed to high-touch sales motions, and Prolific's data shows 1-on-1 onboarding raises trial-to-paid by 30-40%.
Kill on double-fail: pivot beachhead to C1 (journaling). Lower WTP but tighter WoM via Instagram + Reddit r/journaling.

TC2 — Podcast appearance on a top-3 sales show (week 3-4)

Step 1: Hypothesis
We believe that a 30-min podcast appearance on one of the top-3 sales shows (Outbound Squad, Pavilion, Sales Hacker) will drive ≥ 500 signups + ≥ 100 paid conversions in 14 days — because the substrate (3 prior podcast appearances in the productivity vertical) shows 1 podcast appearance drove 200+ signups in a week, and the sales community is larger and higher-WTP than productivity.
Step 2: Test
To verify that, we will pitch the host of Outbound Squad in week 3 (founder already has a warm intro from a sales-coach interviewee). The pitch: 30-min episode on "How SDRs use voice-to-notes to save 30 min/day on call notes." Schedule for week 4. Track signups in HubSpot by UTM source "podcast:outbound-squad."
Step 3: Metric
Episode airs. ≥ 500 signups in 14 days. ≥ 100 paid conversions (20% of signups). ≥ 20 NPS responses ≥ 9 (promoter count). Substrate: HubSpot UTM tracking, in-app telemetry (sign-up → paid funnel), NPS survey.
Step 4: Criteria
Right if ≥ 100 paid conversions AND ≥ 20 NPS ≥ 9.
Wrong if ≤ 30 paid conversions OR NPS dominantly neutral (7-8).
Pivot on fail: the podcast audience isn't the right ICP (e.g. mostly sales leaders, not ICs). Pivot to a podcast hosted by an IC (e.g. "Sales Gravy" by Jeb Blount for SDRs). Smaller audience, tighter ICP.

TC3 — Sales-community launch in Outbound Squad (week 5-6)

Step 1: Hypothesis
We believe that a community launch post in Outbound Squad (the largest SDR community, ~30K members) will drive ≥ 200 signups + ≥ 30 paid conversions in 14 days — because the substrate (12/60 customer interviews cite "found via another SDR" as the WoM channel) shows the sales community is the dominant WoM engine, and Outbound Squad is the densest concentration of SDRs.
Step 2: Test
To verify that, we will write a launch post in week 5: "I built a voice-to-notes app for SDRs. 6 months in, here's what works and what doesn't." Include a $30 referral bounty for any paying conversion. Post in Outbound Squad (requires community membership — apply in week 5). Cross-post to r/sales on Reddit the same day.
Step 3: Metric
Outbound Squad post live. ≥ 200 signups in 14 days. ≥ 30 paid conversions. ≥ 5 referral-bounty payouts. Substrate: HubSpot UTM tracking, in-app telemetry, referral-bounty payouts (via Tremendous or similar).
Step 4: Criteria
Right if ≥ 30 paid conversions AND ≥ 5 referral payouts.
Wrong if ≤ 10 paid conversions OR the post is removed by mods (signals wrong community fit).
Pivot on fail: the post is too vendor-y OR the community is wrong. Rewrite as a "research summary" (synthesize the 14 SDR interviews into a "State of SDR Notes 2026" report) with the app as a CTA at the bottom. Re-test in Pavilion (a higher-quality community).

Section 5 — The 3 / 6 / 12-month checkpoints

5.1 — Beachhead decision

The beachhead is: Sales / SDR / real-estate agents on-the-go. Layers 1, 2, 3 all pass. Layer 4 in progress. Verdict: pursue.

5.2 — 3-month checkpoint (5 success criteria + 5 risks)

#CriterionThresholdSubstrate
1Sales-vertical paid conversions (TC1)≥ 4/14 from named interviews; ≥ 100 total from organic + paidHubSpot UTM + in-app telemetry
2Podcast appearance conversions (TC2)≥ 100 paid conversions in 14 days post-episodeHubSpot UTM "podcast:outbound-squad"
3Community launch conversions (TC3)≥ 30 paid conversions; ≥ 5 referral payoutsHubSpot UTM + referral-bounty system
4D90 retention by verticalSales-vertical D90 retention ≥ 35% (vs 22% baseline)In-app telemetry (cohort retention)
5MRR contribution from sales vertical≥ $1.5K MRR ($18K ARR run-rate) from sales-vertical in 90 daysStripe (revenue by customer tag)
#Risk (3-month)Detection substrateMitigation
1Salesforce/HubSpot integration breaks or lags competitor OtterEngineering velocity; customer churn (cancel-flow survey)If integration slips past week 4, narrow TC1 to 5 of 14 named interviewees. Pivot to a 1-way push only (no real-time sync).
2Otter ships a CRM integrationOtter product page + Twitter monitoringPosition as "the voice-to-AI-structured-notes app" — the differentiation is structuring, not transcription. Otter is transcription-only.
3Podcast host declines or reschedulesDirect outreach to hostIf Outbound Squad declines, pivot to a smaller show (Sales Gravy, Sales Hacker) or a guest column in Pavilion.
4Existing power-user base churns as the product becomes more sales-focusedNRR (net revenue retention) by user cohortIf NRR drops below 90%, slow the vertical pivot. The "general" voice-to-notes product is the cash engine; sales is the growth engine.
5Sales community is closed / hostile to vendorsOutbound Squad mod responseIf post is removed, the community is the wrong channel. Pivot to LinkedIn (sales leaders + influencers) + cold outbound to sales coaches.

5.3 — 6-month checkpoint (3 additional criteria)

#Criterion (6-month)ThresholdSubstrate
1Sales-vertical brand recognition≥ 3 published case studies (with named SDR/AE)Case studies + customer interviews
2Defender probe refinement: 5 defenders re-scoredRe-run probe with new substrate data (win/loss equivalent = cancel-flow survey)Cancel-flow survey + customer interviews
3Channel diversification: 3 lead sources for C2Podcast, sales community, inbound (each ≥ 25% of new signups)HubSpot UTM (lead source by signup)

5.4 — 12-month checkpoint (3 additional criteria)

#Criterion (12-month)ThresholdSubstrate
1Revenue concentration: % from C2≥ 60% of total ARR from sales-verticalStripe (revenue by customer tag)
2Wedge progress: have adjacent candidates started converting?C1 (journaling) ≥ 5K paid; C3 (podcasters) ≥ 1K paid; C5 (ADHD) ≥ 2K paidStripe (new customers by tag) + customer interviews
3Defender response: have any of the 5 defenders pivoted?Otter, Fireflies, Gong, Apple, pen-and-paper — has any moved?Competitor product monitoring + customer interviews

Done. The chosen beachhead for TapNote: Sales / SDR / real-estate agents on-the-go. All 4 layers pass. 3 Test Cards ready to run in the next 6 weeks. 5 success criteria + 5 risks for the 3-month checkpoint; 3 additional criteria for 6-month; 3 for 12-month. The consumer-product substrate: in-app telemetry + customer interviews + social listening + app store reviews. Different from a named-handle substrate and B2B (CRM + win/loss), but the framework cells stay the same.

Example 5 of 5 in the Beachhead Synthesis Workbook v2. 4-candidate narrow, 3/6/12-month horizons, light theme. 2026-06-12. Password-gated. Companion: Example 4 B2B SaaS.