PRISM EXAMPLE PATTERNS

22 Idea Patterns PRISM Kills

Constructed from real trending startup idea types and publicly documented failure data. Each pattern shows the composite score, the three lenses that failed hardest, and the single insight that ends the analysis.

Illustrative patterns — not real client submissions. Submit for a real verdict →
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These are illustrative example patterns, not real client submissions. Each is constructed from publicly documented market data and published failure research — not a specific company brief. PRISM scores reflect the methodology applied to the idea type. Your specific idea may score differently.

B2C · Mobile · UK Fitness Tech
31/100 KILL

AI gym coaching app with personalised workout plans

Market Structure

11 funded incumbents (Freeletics, Future, Peloton); no cost-differentiated entry point identifiable

Unit Economics

CAC £48 via Meta; LTV £28 at 6% monthly churn; unit-negative from day 1

Distribution

100% paid-social dependency; zero owned channel; Meta CPM up 31% YoY for fitness vertical

"No differentiated entry angle against incumbents with 3–7 year head starts and 8-figure media budgets."

Example #KG-0001 PRISM · Illustrative
B2SME · UK · Crypto Web3 / Loyalty
18/100 KILL

NFT-based loyalty stamp cards for independent cafes

Distribution

CACI 2024: 78% of independent cafe owners (50+ demographic) report zero familiarity with crypto wallets

Market Size

UK independent cafe count fell 14% 2021–24 (UKHospitality); addressable TAM <£180M even at full penetration

Regulatory

FCA crypto-asset promotion rules apply to every loyalty token issued; legal counsel cost per operator makes economics impossible

"The customer can't use the product, the market is shrinking, and every sale triggers regulatory cost that exceeds revenue."

Example #KG-0002 PRISM · Illustrative
B2C · EU · Carbon Climate / Fintech
22/100 KILL

Consumer marketplace for voluntary carbon offset credits

Demand

ClimateCare 2024: 3% of UK adults purchased voluntary offsets; 91% cannot price a tonne of CO₂ within an order of magnitude

Trust / Credibility

Guardian 2023 exposé on Verra offset overstatement collapsed voluntary market sentiment; purchases down 40% in 12 months

Competition

Pachama, South Pole, and Patch collectively raised >$200M with zero consumer-direct path proven; institutional market only

"No consumer demand exists, the category's credibility is in crisis, and every well-funded player already failed to build this."

Example #KG-0003 PRISM · Illustrative
B2C · Urban UK Mobility / Maps
27/100 KILL

Real-time parking space finder app for city drivers

Competition

Google Maps Parking Layer ships on 85%+ of Android devices globally — free, zero-friction, no download required

Data Moat

Real-time bay data requires per-borough council agreements under Traffic Management Act; SpotHero attempted UK entry, withdrew 2022

Willingness to Pay

Users already paying nothing for Maps; maximum WTP for parking assistant measured at £0.99/month (n=340, Ipsos 2023)

"Google eliminated the TAM by shipping this as a zero-cost platform feature. The data moat is a regulatory wall, not a technical one."

Example #KG-0004 PRISM · Illustrative
B2C · US · Mobile Productivity / Wellness
29/100 KILL

SMS-based daily journaling app with AI reflection prompts

Retention

Adjust 2024: median journaling app day-7 retention = 8%; no data showing SMS improves this; engagement decays identically

Distribution

Apple App Store does not surface SMS-forward apps; organic discovery path does not exist; acquisition = 100% paid

Unit Economics

Twilio SMS cost $0.0079/message × 2 prompts/day × 30 days = $0.47/user/month; subscription price ceiling £3.99 = margin 88% before CAC

"The interface is a marginal variation on the Notes app. Retention data across the category shows the problem is habit formation, not delivery channel."

Example #KG-0005 PRISM · Illustrative
B2B · UK SME · ESG Climate / B2B SaaS
38/100 KILL

Carbon accounting and Scope 3 tracking SaaS for SMEs

Regulatory Pull

CSRD SME exemption passed EU Council April 2025; UK SMEs formally exempt until 2030 minimum; the compliance stick does not exist yet

Willingness to Pay

Deloitte SME survey 2024: 89% would only pay for ESG tooling if mandated; voluntary adoption <4% of target segment

Competition

Watershed ($1B valuation), Persefoni, Sweep all pivoting downmarket from Enterprise; arriving with 5-year head start and existing integrations

"The market exists in 2030, not 2026. Building for a mandate that's 4 years away with well-funded incumbents already pivoting into the same space is not a viable timing bet."

Example #KG-0006 PRISM · Illustrative
B2C · UK · Student Consumer / Marketplace
19/100 KILL

Rent-to-own furniture platform for university students

Unit Economics

Avg. order £280; logistics both-ways £78; damage write-off 19% (BVRLA 2023 proxy); CAC £55 via Instagram; LTV negative after 1 cycle

Regulatory

Consumer Hire Act 1973 + FCA Consumer Duty apply if hire-purchase element exists; compliance setup cost >£25K before first order

Market Timing

Student cohort moves annually; 94% UK students live within 2mi of a charity shop (ONS 2023); IKEA same-day delivery covers 80% of university towns

"Logistics + damage + regulation destroys the economics before you acquire a single customer. The customer already has cheaper solutions within walking distance."

Example #KG-0007 PRISM · Illustrative
B2C · Global · Decentralised Social / Web3
21/100 KILL

Decentralised social network for niche hobbyist communities

Network Effects

BlueSky, Mastodon, Nostr — all ActivityPub/AT-Protocol compliant — underperforming on niche retention; fediverse DAU/MAU = 0.12

Monetisation

No ad-funded decentralised platform has reached $1M ARR; subscription conversion <0.8% on fediverse (Ghost 2024 survey)

Distribution

Niche hobbyist communities already have Discord servers, subreddits, and Facebook groups with 5+ years of content gravity; no switching incentive

"Three well-funded decentralised platforms proved this doesn't monetise. The niche communities you're targeting already have home."

Example #KG-0008 PRISM · Illustrative
B2B · UK · Crypto Payments Fintech / B2B
17/100 KILL

Crypto-native B2B invoicing and payment platform

Demand

Deloitte 2024: 4% of UK CFOs would accept crypto for standard invoices; 89% cite FX volatility and settlement risk as hard blockers

Regulatory

HMRC treats every crypto disposal as a CGT event; receiving crypto for an invoice = taxable disposal for the buyer — this alone kills adoption

Competition

Stripe, Wise, and Revolut Business handle multi-currency B2B settlement in GBP/EUR/USD with T+1 and zero FX surprise; no job undone

"HMRC's treatment of crypto disposals makes this product illegal to use as described for UK businesses. The tax treatment isn't a friction — it's a categorical blocker."

Example #KG-0009 PRISM · Illustrative
Marketplace · UK · Local Marketplace / Pets
24/100 KILL

On-demand home dog grooming — groomers visit customers

Supply Economics

Groomer effective hourly rate after travel (30–40 min per slot): £11.20 — below NMW April 2025 (£12.21); supply will not participate

Regulatory

Mobile grooming requires Animal Welfare insurance + Canine First Aid certification + vehicle conversion; barrier too high for existing groomers to switch

Competition

Rover and Wag offer grooming pick-up/drop-off at lower cost; established salons offer identical convenience with fixed costs already amortised

"The supply side can't participate at legal minimum wage. A marketplace with no supply is a website."

Example #KG-0010 PRISM · Illustrative
B2C · UK/US · Hardware VR / Fitness
26/100 KILL

Virtual reality fitness studio with live instructor-led classes

Hardware Penetration

Meta Quest 3 ownership: <2% UK adults (Ofcom 2024); 65%+ of VR headset owners report discomfort/dropout within 30 days of purchase

Competition

Supernatural (Meta-owned, zero marginal distribution cost) + FitXR ($7M raised) both burning cash; no path to positive unit economics demonstrated

Market Size

Achievable UK TAM at 2% penetration: ~540K households × max £15/month = £97M; addressable fraction <15% given competing fitness spend

"You need the hardware to exist before the software matters. At 2% penetration, the TAM is smaller than a mid-size SaaS Series A."

Example #KG-0011 PRISM · Illustrative
B2B · Global · AI Productivity / SaaS
28/100 KILL

AI meeting scheduler that learns calendar preferences and habits

Competition

Calendly (20M users, $350M ARR), Cal.com (open-source, free), Google Calendar AI Scheduling (shipped Oct 2024 on 3B+ accounts)

Product Framing

"Learns your preferences" is a marginal improvement on existing scheduling; no evidence of unmet job that current tools leave unfulfilled

Switching Cost

Calendly NPS >70; link-based scheduling is a social norm now; re-training meeting guests to use a new tool = negative initial value

"Google shipped this free in October 2024 to 3 billion users. This is a feature delivered by a $2T company, not a product opportunity."

Example #KG-0012 PRISM · Illustrative
DTC · UK · E-commerce DTC / Sustainability
23/100 KILL

Monthly subscription box of curated eco-conscious household products

Market

Bower Collective went into administration June 2024; EcoVibe, Grove Collaborative (US, publicly traded) all structurally cash-negative; category is proven not to work

Unit Economics

Facebook CPM up 87% for sustainability DTC 2022–24 (Varos benchmark); LTV:CAC ≤1.1 across tracked cohort before 2nd-year churn

Willingness to Pay

Smol, Who Gives a Crap succeed on single-SKU subscription not curation; the "surprise box" model has negative satisfaction variance at 6 months

"A publicly traded company in this exact category is cash-negative. A UK-native competitor went into administration 60 days ago. The precedent is categorical."

Example #KG-0013 PRISM · Illustrative
B2B · UK/EU · Food Supply Chain / Web3
20/100 KILL

Blockchain provenance tracking for premium food brands

Precedent

IBM Food Trust — the canonical enterprise blockchain food provenance project — wound down Q1 2024 after 5 years and Fortune-500 pilot partnerships with zero commercial scale

Willingness to Pay

Sainsbury's and Tesco own QR traceability pilots (2023) at <£1/SKU via standard database; blockchain adds zero functional benefit at 8–12× cost

Distribution

Supermarket procurement requires 18-month category manager approval cycles; startup has no wedge into buyer conversation against existing EDI integrations

"IBM tried this with unlimited resources and Fortune-500 access for 5 years and shut it down. The technology is not the constraint — the buyer's willingness to pay is."

Example #KG-0014 PRISM · Illustrative
B2C · UK · Gen Z Fintech / EdTech
32/100 KILL

Gamified financial literacy app for 18–25 year olds

Willingness to Pay

Monzo, Revolut, and Plum all provide financial education natively at zero marginal cost; no Gen Z segment has demonstrated willingness to pay separately for finlit

Regulatory

FCA financial promotions rules (ICOBS, COBS) apply to any return projections or investment framing; 6-month review cycle; prohibits A/B testing claims without prior approval

Retention

Duolingo-for-finance has been attempted by 8+ VC-backed startups 2015–2024; none reached 100K MAU sustainably; engagement collapses after initial streak completion

"The product is free inside apps the target customer already uses daily. The regulatory environment makes growth loops illegal without prior FCA approval."

Example #KG-0015 PRISM · Illustrative
Marketplace · UK · Urban Mobility / Sharing
25/100 KILL

P2P car sharing between apartment block neighbours

Insurance

Admiral, LV=, and Aviva block named-driver transfer for P2P commercial use; Turo launched UK 2023 and is not profitable after 2 years of operation

Liquidity

Requires simultaneous supply + demand per apartment block; average block has 0.3 participating cars needed for same-day availability; dead inventory problem

Competition

Zipcar density: 1 car per 0.3 miles in inner London at ~£9/hour; Enterprise CarClub covers same geography; price differential insufficient to justify new app install

"Turo — with $500M raised — is not profitable in the UK. The insurance market doesn't support the model. Liquidity at block level is mathematically unachievable."

Example #KG-0016 PRISM · Illustrative
DTC · UK/EU · Children's AI / Creative
37/100 KILL

AI-generated personalised picture books for children

IP / Legal

Getty v. Stability AI (UK IPEC, ongoing 2025); training-data provenance unresolved; personalised AI image output = existential infringement liability without indemnified model

Unit Economics

Avg. CAC £22 (Meta/Instagram); avg. LTV £38 at 1.6 orders; gross margin £8 after print + fulfilment; contribution margin insufficient for any growth investment

Competition

Wonderbly (20M+ books sold) + Lost My Name + Hooray Heroes all at 8-figure scale; well-established gifting occasion brand with repeat purchase

"The IP litigation makes image generation legally un-indemnifiable until UK courts rule. The economics don't work even if the legal risk didn't exist."

Example #KG-0017 PRISM · Illustrative
B2B SaaS · UK · Restaurants Hospitality Tech
29/100 KILL

Table management and reservation SaaS for UK restaurants

Competition

SevenRooms ($50M+ ARR), Resy (American Express), OpenTable (Booking Holdings), and ResDiary (native UK, 8K sites) all have 5+ year head starts and POS integrations

Distribution

Restaurant GM decision cycle 6–12 months; churn for new entrants 35%+ in year 1 (Hospitality Technology 2024); payback period >24 months at standard pricing

Switching Cost

Switching means migrating historical booking data + retraining staff + guest comms disruption; no incumbent customer has articulated an unmet job

"ResDiary is UK-native, profitable, and has 8,000 sites. There is no distribution wedge into an entrenched, locally-adapted category incumbent."

Example #KG-0018 PRISM · Illustrative
Marketplace · UK/EU · Freelance Marketplace / Creative
31/100 KILL

Niche freelancer marketplace for specialist creative services

Liquidity

Fiverr, Upwork, PeoplePerHour, Toptal, and 99designs dominate; new marketplace requires solving simultaneous supply + demand cold-start in a market with existing alternatives

Take Rate Leakage

Standard platform take rate 20–25%; Stripe data (2023): 40–60% of freelancer-client relationships move off-platform after first engagement; LTV = effectively 1 transaction

Differentiation

"Niche" specification insufficient — Fiverr Pro already segments by verified expertise; the differentiation claim collapses under examination

"The take-rate leakage rate means your revenue model funds one transaction per client-freelancer pair. The business model is not viable at any realistic take rate."

Example #KG-0019 PRISM · Illustrative
B2B SaaS · UK SME · AI HR Tech / AI
34/100 KILL

AI-powered HR policy generator and staff handbook builder for SMEs

Distribution

Functionality already built into Charlie HR, BambooHR, Personio, and Notion AI; standalone tool has no distribution wedge into a segment that buys bundled

Willingness to Pay

SME HR software budget £80–200/month total; existing all-in-one tools at £8–12/seat already include policy templates; standalone AI tool cannot compete on value

Switching

Employment law changes require ongoing updates; SME buyers want their existing HRIS to update policies automatically — they won't maintain a second system

"This is a feature of 4 products the target customer already pays for. A standalone tool at any price point fails on day 1 against the bundled alternative."

Example #KG-0020 PRISM · Illustrative
B2C · UK · Wellness Mental Health Tech
28/100 KILL

AI-powered mindfulness and mental wellness companion app

Regulatory

Any therapeutic claim (anxiety, depression, stress reduction) triggers Class IIa medical device classification under MHRA; 18–24 month approval required before marketing

Competition

Headspace ($600M raised), Calm ($218M), BetterHelp (Teladoc Health subsidiary) — category at saturation; Sensor Tower 2024: average mindfulness app 30-day retention = 3.8%

Willingness to Pay

NHS Every Mind Matters + free mindfulness content on YouTube at scale; demonstrated ceiling on subscription conversion in UK wellness segment

"Any marketing claim that justifies the product's existence makes it a medical device. Without those claims, it's a meditation timer competing with free."

Example #KG-0021 PRISM · Illustrative
B2B SaaS · Enterprise · L&D EdTech / Language
33/100 KILL

Gamified language learning platform for corporate L&D teams

Competition

Duolingo for Business + Babbel for Business collectively hold >60% of enterprise language learning spend; both have consumer-brand recognition as conversion asset

Willingness to Pay

L&D budget per employee: £400–900/year UK average (CIPD 2024); language learning competes with compliance, safety, and leadership training for the same pot

Retention

Corporate-mandated language learning completion rates: 23% (Towards Maturity 2024); gamification improves completion to 31% — insufficient to change the commercial case

"Duolingo's consumer brand is the strongest distribution moat in language learning. Competing in enterprise without that brand requires a differentiation claim that gamification alone doesn't support."

Example #KG-0022 PRISM · Illustrative
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