A loop, not a launch.
Most products die because the team mistook a launch for a strategy. productl00p is the framework — and the research engine — for innovating on purpose, in a loop that compounds.
Innovation that doesn't happen by accident.
Most teams treat innovation as a vibe. A hackathon. A retreat. A slide deck that says "what if?" and then quietly returns to the roadmap on Monday. The result is predictable: incrementalism dressed up as ambition.
A framework changes that. It forces the same four questions on every idea, every quarter — until the loop becomes muscle memory and innovation stops being a season the team waits for.
productl00p is that framework. Four moves, repeated until they compound. Borrowed from how the strongest product teams — Stripe, Figma, Anthropic, Linear — actually operate when no one is in the room.
Find the signal in the noise.
Customer interviews, ticket analysis, lost-deal autopsies, market scans. Most teams skip this. The ones that don't, win.
→Pressure-test the idea.
Run the signal through the four axes — new product, new market, new method, new organization. If it doesn't move one of them, it isn't innovation.
→Ship a real artifact.
Not a deck. A working version. Something the customer can touch, break, and tell you the truth about within weeks.
→Feed it back into 01.
The artifact teaches you what no roadmap could. That lesson is the next observation. The loop closes — and the next turn starts smarter.
↻Reports built for sellers, not strategists.
Most market research firms tell you the size of a vertical. We tell you which 200 accounts to call on Monday — with the buying committee, the trigger event, and the wedge message that gets a reply.
Each of the briefs below is a Tier 2 Private engagement, configurable on the calculator. Sample sizes, prices, and turnarounds shown are typical configurations — every commission is scoped to the buyer's specific question.
What ships
200 named US health systems, tiered A/B/C against discretionary AI capex, EHR ecosystem fit, and CMIO tenure. The Tier-A 47 accounts include named buying committees (CIO/CMIO/CAIO/Compliance Officer), recent appointments, and a trigger-event log refreshed in the final week of production. Three tested cold-message angles with reply-rate data from the interview cohort.
The interrogation
- Mordor reports providers commanding 63.4% of healthcare IT spend at 16.66% CAGR.
- Interrogation reveals 80% of mid-market spend is locked into Epic/Cerner ecosystem renewals.
- Realistic addressable budget for non-EHR-native AI vendors is the remaining ~20%.
- Pipeline math should size against that 20%, not the headline number.
What ships
150 named US community and regional banks ($1B–$10B in assets), ranked by core-system incumbent (FIS / Jack Henry / Fiserv / in-house), recent M&A activity, public commercial-lending growth commitments, and regulatory consent-order exposure. Buying committee map per Tier-A account.
The interrogation
- Public sources frame community banks as a single buyer category.
- Interview synthesis splits them into three: M&A-integrators, organic-growth scalers, and regulator-pressured remediators.
- Each subgroup buys on a different wedge; same outbound script loses two of three.
- Recommendation: split SDR territory by buyer subgroup, not by geography.
What ships
180 named manufacturers ($500M–$5B revenue) with plant footprint, sub-vertical classification (discrete vs process), and trigger event — public Industry 4.0 commitments, new COO appointments, tariff-driven reshoring announcements, OEE benchmarking initiatives surfaced from earnings calls.
The interrogation
- Industry 4.0 spending forecasts treat the buyer as homogeneous.
- Buyer-side interviews split the segment into discrete-OEE and process-yield buyers with different urgency drivers.
- Tariff and reshoring policy is a bigger short-term driver than long-term digital-twin narratives.
- The 22 Tier-A accounts with announced reshoring expansions are 3× more likely to convert in 90 days than the broader list.
What ships
150 named DACH and Benelux mid-market 3PLs and shippers, segmented by country, fleet size, and current TMS incumbent (project44 / FourKites / in-house / none). Regulatory trigger map: EU CSRD reporting requirements, German Supply Chain Act compliance milestones, Dutch Customs Code modernization deadlines.
The interrogation
- US-built sales playbooks underperform in DACH because the buyer wants compliance certainty, not productivity gains.
- CSRD-readiness is the highest-conversion 2026 wedge — 38% of Tier-A accounts have unresolved CSRD reporting gaps.
- Incumbent project44 customers are 4× more receptive in months 22–28 of contract than in months 1–18.
- Recommendation: time outbound to incumbent contract anniversaries, not sales-quota quarters.
What ships
120 named US R1 and R2 universities, plus large state systems, ranked by endowment per student, presence of a named Chief AI Officer or equivalent, recent provost-level AI policy publications, and faculty-senate AI sentiment indicators synthesized from interviews. Multi-stakeholder buying map (CIO, Provost, Faculty Senate, CFO).
The interrogation
- EdTech vendors universally pitch the CIO. The CIO is the buyer in only 12% of institutions.
- The 23 Tier-A institutions with a named Chief AI Officer have a buying cycle 60% shorter than peers.
- Faculty-senate sentiment is the strongest leading indicator of multi-year contract conversion.
- Recommendation: re-route 70% of outbound away from CIOs and into Provost offices and CAIO roles.
What ships
100 named US multi-site restaurant groups (50–500 locations) — regional chains, large franchisees of national brands, and growing fast-casual concepts. Each ranked by current POS incumbent (Toast / Square / NCR / Olo / proprietary), expansion velocity from public filings and press, and labor-cost pressure indicators from state-level minimum-wage exposure.
The interrogation
- The category narrative is "Toast is winning" — true at the new-installation level, false at the migration level.
- Toast incumbents are 2× more open to a labor-management overlay than to a POS replacement.
- Franchisee groups buy fundamentally differently than corporate-owned chains; 70% of corporate-owned migrations require franchisor approval that adds 6 months.
- Recommendation: lead with franchisee-owned multi-units, not corporate brands, for the next four quarters.
Pick the scope. See the price.
Private reports run from $2,000 to $10,000. The price is set by four levers: scope, depth, turnaround, and exclusivity. Move the levers below to configure a report — we'll quote what you build, exactly.
Run the loop. Compound the answer.
Commission a report, sponsor a public study, or just send us your hardest open question. We answer every email within 48 hours.