{ "document_title": "Flashpoint Venture Growth: Choice Phase 4 Underwriting Inputs", "as_of_date": "2026-11-01", "version": "1.0", "research_owner": "Independent analyst research; not commissioned by Flashpoint or Choice", "recommendation": "ADVANCE_TO_PRIVATE_DATA_REQUEST / DO_NOT_INVEST_ON_PUBLIC_INFORMATION", "decision_reason": "Paying-customer evidence supports a worthwhile diligence request, but actual recurring ARR, retention, gross margin, financial history, transaction economics and acceptable entry price are not verified. Illustrative base returns are below a 25% gross hurdle.", "verified_public_facts": [ { "metric": "paying_restaurants_floor", "value": 9000, "observed": "2026-10-19", "source": "P4-S01", "quality": "management reported; floor" }, { "metric": "restaurant_platform_gmv_month_usd_approx", "value": 50000000, "observed": "2026-10-19", "source": "P4-S01", "quality": "management reported; does not equal Choice revenue" }, { "metric": "platform_orders_month_floor", "value": 2000000, "observed": "2026-10-19", "source": "P4-S01", "quality": "management reported" }, { "metric": "series_a_funding_usd_m", "value": 7.1, "observed": "2026-03-16", "source": "P4-S02", "quality": "press reported funding; NOT current valuation or offer" } ], "unknown_critical_metrics": [ "audited revenue", "contracted ARR", "realized ARPA", "gross revenue retention", "net revenue retention", "annual logo churn", "gross margin", "sales efficiency and CAC", "contribution-margin LTV/CAC", "operating cash burn", "cap table", "liquidation preferences", "financing availability and current pricing", "owned net fee on transactions" ], "transaction_monetization_policy": "Set eligible GMV share and net Choice take rate to zero in the core forecast until a contract / revenue bridge verifies both.", "financial_model_authority": "Flashpoint_Phase4_Choice_Formula_Driven_Underwriting.xlsx", "model_assumptions": { "fact_baselines": { "paying_restaurants_oct_2026_floor": 9000, "restaurant_gmv_month_usd_m_approx": 50, "platform_orders_month_floor": 2000000, "series_a_march_2026_usd_m": 7.1 }, "forecast_years": [ 2027, 2028, 2029, 2030, 2031, 2032, 2033 ], "scenarios": { "bear": { "monthly_subscription_arpa_usd": 25, "gross_new_site_rate_2027": 0.25, "gross_new_rate_decline_pp": 0.03, "gross_new_rate_floor": 0.05, "annual_logo_churn": 0.2, "annual_arpa_growth": -0.01, "subscription_gross_margin": 0.63, "sm_ratio_2027": 0.9, "sm_ratio_stepdown_pp": 0.04, "sm_ratio_floor": 0.48, "rnd_ratio_2027": 0.6, "rnd_ratio_stepdown_pp": 0.04, "rnd_ratio_floor": 0.26, "ga_ratio_2027": 0.34, "ga_ratio_stepdown_pp": 0.02, "ga_ratio_floor": 0.18, "exit_annual_revenue_multiple": 2.5, "gmv_per_site_growth": -0.02, "eligible_gmv_share": 0, "net_choice_take_rate": 0, "exit_fees_fraction": 0.03, "unverified_cac_usd": 750 }, "base": { "monthly_subscription_arpa_usd": 40, "gross_new_site_rate_2027": 0.55, "gross_new_rate_decline_pp": 0.04, "gross_new_rate_floor": 0.12, "annual_logo_churn": 0.12, "annual_arpa_growth": 0.03, "subscription_gross_margin": 0.78, "sm_ratio_2027": 0.63, "sm_ratio_stepdown_pp": 0.06, "sm_ratio_floor": 0.24, "rnd_ratio_2027": 0.42, "rnd_ratio_stepdown_pp": 0.035, "rnd_ratio_floor": 0.18, "ga_ratio_2027": 0.25, "ga_ratio_stepdown_pp": 0.015, "ga_ratio_floor": 0.12, "exit_annual_revenue_multiple": 5.0, "gmv_per_site_growth": 0.03, "eligible_gmv_share": 0, "net_choice_take_rate": 0, "exit_fees_fraction": 0.03, "unverified_cac_usd": 500 }, "bull": { "monthly_subscription_arpa_usd": 65, "gross_new_site_rate_2027": 0.66, "gross_new_rate_decline_pp": 0.05, "gross_new_rate_floor": 0.15, "annual_logo_churn": 0.08, "annual_arpa_growth": 0.06, "subscription_gross_margin": 0.84, "sm_ratio_2027": 0.55, "sm_ratio_stepdown_pp": 0.05, "sm_ratio_floor": 0.2, "rnd_ratio_2027": 0.34, "rnd_ratio_stepdown_pp": 0.035, "rnd_ratio_floor": 0.15, "ga_ratio_2027": 0.21, "ga_ratio_stepdown_pp": 0.012, "ga_ratio_floor": 0.1, "exit_annual_revenue_multiple": 7.0, "gmv_per_site_growth": 0.08, "eligible_gmv_share": 0, "net_choice_take_rate": 0, "exit_fees_fraction": 0.03, "unverified_cac_usd": 350 } }, "transaction_illustrative_only": { "entry_pre_money_usd_m": 35, "initial_investment_usd_m": 5, "follow_on_company_raise_usd_m": 15, "follow_on_pre_money_usd_m": 80, "follow_on_year": 2029, "exit_year": 2033, "entry_year": 2026, "hurdle_gross_irr": 0.25, "pro_rata_fraction": 1.0 } }, "financial_definitions": { "reported_2026_subscription_run_rate": "9,000 paying restaurants times illustrative monthly net ARPA times 12; analyst sensitivity, NOT reported ARR", "forecast_paying_sites": "opening paying locations plus assumed gross new sites less assumed churned sites", "annual_recognized_subscriptions": "average of opening and closing paying locations times average of opening and closing effective monthly ARPA times 12", "platform_gmv": "restaurant sales volume, not company revenue", "net_gmv_monetization": "eligible GMV multiplied by CONTRACTUALLY VERIFIED net company take rate; zero in current core model", "gross_irr": "IRR of cash flows: negative initial check in 2026, negative pro-rata in 2029, positive common-equivalent exit proceeds in 2033", "exit_value": "2033 forecast annual modeled revenue times assumed revenue multiple, less assumed selling costs; EV=equity simplifying assumption", "investment_decision": "Independent analyst decision does not auto-change with scenario inputs" }, "sources": [ { "id": "P4-S01", "title": "Choice: founder interview, October 19 2026", "publisher": "The Next Web", "date": "2026-10-19", "url": "https://thenextweb.com/news/choice-ai-restaurant-manager-exclusive", "character": "Founder interview, not independently audited", "claims": [ ">9,000 paying restaurants", ">2m monthly orders", "~$50m restaurant GMV/month", ">30,000 registered restaurants" ] }, { "id": "P4-S02", "title": "Choice Series A report", "publisher": "Tech.eu", "date": "2026-03-16", "url": "https://tech.eu/2026/03/16/choice-secures-71m-series-a-to-expand-its-restaurant-operating-system-across-europe/", "character": "Independent business press based on company announcement", "claims": [ "$7.1m Series A financing", ">7,000 paying restaurants at announcement", "~1.5m orders/month", "~EUR35m GMV per month" ] }, { "id": "P4-S03", "title": "Choice QR payments product FAQ", "publisher": "Choice", "date": "Checked 2026-11-01", "url": "https://choiceqr.com/products-en/qr-payments-at-the-table/", "character": "Company marketing / pricing terms", "claims": [ "States QR payments add no Choice fees; acquiring done by bank", "Additional monetization by Choice not established" ] }, { "id": "P4-S04", "title": "Choice pricing example", "publisher": "Choice", "date": "Checked 2026-11-01", "url": "https://choiceqr.com/us/preise/", "character": "Company pricing page, localized and may be stale", "claims": [ "Basic/Standard/Smart/Pro advertised tiers with multiple billing discounts", "List prices cannot substitute realized net ARPA" ] }, { "id": "P4-S05", "title": "Venture Growth detailed investment criteria", "publisher": "Flashpoint Capital", "date": "Checked 2026-11-01", "url": "https://flashpoint.capital/products/venture-growth", "character": "Primary firm policy", "claims": [ "ARR from $3m", "Initial check up to $10m", "Stake seeking 5%+", "LTV/CAC >3x", "6-10 year horizon" ] }, { "id": "P4-S06", "title": "Flashpoint products overview", "publisher": "Flashpoint Capital", "date": "Checked 2026-11-01", "url": "https://flashpoint.capital/products", "character": "Primary firm site, inconsistent summary", "claims": [ "Overview shows ARR from $1m+", "Dedicated strategy page shows $3m+; conservative threshold used" ] }, { "id": "P4-S07", "title": "Google Maps reviews and rating manipulation rules", "publisher": "Google", "date": "Checked 2026-11-01", "url": "https://support.google.com/contributionpolicy/answer/7400114?hl=en", "character": "Primary policy", "claims": [ "Selective solicitation of only positive reviews is prohibited", "Choice workflow requires direct validation; no confirmed breach" ] }, { "id": "P4-S08", "title": "Choice company profile ranges", "publisher": "Dealroom", "date": "Checked 2026-11-01", "url": "https://dealroom.co/companies/choice/", "character": "Aggregator estimated ranges, NOT round pricing", "claims": [ "Public profile indicates $25m-$50m valuation range", "Not corroboration of current company financing terms" ] }, { "id": "P4-S09", "title": "Flipdish restaurant online ordering pricing", "publisher": "Flipdish", "date": "Checked 2026-11-01", "url": "https://www.flipdish.com/pricing-online-ordering", "character": "Competitor primary pricing / product", "claims": [ "Direct ordering, branded websites, loyalty and apps overlap" ] }, { "id": "P4-S10", "title": "Deliverect restaurant commerce integration", "publisher": "Deliverect", "date": "Checked 2026-11-01", "url": "https://developers.deliverect.com/", "character": "Competitor primary technology documentation", "claims": [ "POS integration, marketplace connectivity, order management overlap" ] }, { "id": "P4-S11", "title": "Lightspeed Order Anywhere", "publisher": "Lightspeed", "date": "Checked 2026-11-01", "url": "https://resto-support.lightspeedhq.com/hc/en-us/articles/4411463368347-About-Order-Anywhere", "character": "Competitor primary product documentation", "claims": [ "POS-integrated ordering and payments represent substitution risk" ] } ], "risk_register": [ { "name": "revenue recognition", "urgency": "STOP", "question": "What proportion of restaurant GMV is Choice revenue, if any? Obtain payment contracts and net fee reconciliation." }, { "name": "ARR certification", "urgency": "STOP", "question": "Does verified contracted ARR clear the published $3m criterion? Annualize invoices and net of credits." }, { "name": "retention", "urgency": "STOP", "question": "What are GRR, NRR, cohort counts, logo churn, and per-country retention? Avoid growth assumptions without a bridge." }, { "name": "review compliance", "urgency": "STOP", "question": "Audit review solicitation workflow against Google Maps policies; do not assert proven breach without evidence." }, { "name": "financing", "urgency": "STOP", "question": "Is Choice raising, what are round size, diluted cap table, preference stack, valuation and legal rights?" }, { "name": "competition", "urgency": "HIGH", "question": "Benchmark Choice vs Flipdish, Deliverect, Lightspeed, local POS, and marketplaces in win/loss interviews." }, { "name": "fund fit", "urgency": "HIGH", "question": "Do ownership and modeled returns meet Flashpoint threshold under actual finances and likely price?" } ], "integration_rules": [ "Keep the original Medida model unchanged", "Do not treat Choice scenario revenue as verified actual ARR", "Do not merge Choice and Medida investment returns", "Keep source citations on every material public statement", "No investment approval without verified private data" ] }