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Cernio — ROI Scoring & Investor Metrics

Version: 1.0 Date: 2026-03-25 Source: Web Research (March 2026), Handbook, Financial Projections (03), SWOT (04) Purpose: Market sizing, unit economics scoring, and investor-ready metrics

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1. Total Addressable Market (TAM)

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Approach: Bottom-Up from Real Data

Target customer: B2B companies that need to discover buyers, leads, or partners in new markets — primarily exporters and international sales teams, expandable to any B2B outbound sales.
Data PointValueSource
US exporting companies270,001US Census Bureau (2024)
EU SMEs exporting outside EU750,000+EU Trade Commission (2025)
Turkey exporting companies180,396TUIK (2024)
Global merchandise trade$34.65 trillion (2025)WTO
B2B e-commerce market$36 trillion (2026)Mordor Intelligence
Sales intelligence market$4.5-4.9B (2025)Fortune BI, Precedence Research
Cross-border B2B CAGR13.8%Multiple sources
SME share of export enterprises97-98%Census Bureau, Eurostat

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TAM Calculation

Tier 1 TAM: B2B Exporters (Primary Market)
RegionExporting CompaniesSource
US270,000US Census Bureau (2024) — 97% SME
EU-27750,000EU Commission — firms selling outside EU
Turkey180,000TUIK — registered exporters
UK120,000Estimated from EU-comparable data
China (B2B exporters on platforms)500,000+Alibaba/Made-in-China estimates
India, MENA, SE Asia400,000+WTO trade data extrapolation
Rest of world300,000+Conservative estimate
Tier 1 TAM~2,500,000B2B exporting companies globally
Tier 2 TAM: All B2B Companies Needing Buyer Discovery (Expansion)
SegmentCompaniesRationale
B2B exporters (Tier 1)2,500,000Primary market
Domestic B2B outbound sales2,000,000+Companies seeking new buyers domestically
Procurement/supplier discovery1,000,000+Reverse use case
Tier 2 TAM~5,500,000Full platform potential

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TAM Revenue

ScenarioCompaniesARPU (annual)TAM Revenue
Tier 1 at $59/mo (Pro)2.5M$708$1.77B
Tier 1 blended (Pro+Team+Enterprise)2.5M$1,200$3.0B
Tier 2 blended5.5M$1,200$6.6B
For conservative projections, we use Tier 1 TAM (1.77−3.0B).Thesalesintelligencemarketis1.77-3.0B). The sales intelligence market is 4.5B+ (2025), growing to $9-10B by 2032. Cernio targets a specific segment within this market while also creating a new category.

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2. Serviceable Addressable Market (SAM)

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Criteria: Who Can We Realistically Serve?

FilterCriterionReduction
Business modelB2B (selling to other businesses, not B2C)80% of TAM
Size5-500 employees (SME-midmarket, not micro, not large enterprise)70% of above
Digital readinessHas website, uses email, reachable digitally75% of above
Active buyer searchCurrently seeking new buyers/markets (not fully saturated)60% of above

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SAM Calculation

RegionSAM EstimateRationale
US60,000-90,000B2B exporters in industrial sectors, digitally active
EU (Germany, France, Italy, Spain, Netherlands)100,000-160,000Industrial exporters in top 5 EU economies
Turkey30,000-50,000Exporters in target verticals, founder’s network advantage
UK20,000-30,000Manufacturing and industrial exporters
Rest of world (India, China, MENA, SE Asia)50,000-80,000English-capable, digitally active B2B exporters
Total SAM260,000-410,000

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SAM Revenue

ScenarioARPU (annual)SAM Revenue
Midpoint (335K) at $708/yr$708$237M
Blended ARPU at $1,200/yr$1,200$402M

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3. Serviceable Obtainable Market (SOM)

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Year 1 SOM (Realistic First-Year Capture)

FactorAssumptionValue
Initial marketTurkey + EU exporters in 5 verticals + global digital reach~25,000 addressable
Awareness reach (Y1)Personal network + trade fairs + LinkedIn + PLG~1,500 (6% of addressable)
Trial rate30% of aware (free plan removes friction)300
Conversion to paid22% of trials66
Adding organic/referral30 additional via word-of-mouth97
Year 1 paying customers~97
Year 1 revenue97 × ~$362 avg (partial year)~$35K

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Year 3 SOM

FactorAssumptionValue
Markets activeTurkey + EU + UK + US (digital reach global)~120,000 addressable
Awareness reach (Y3)Content + fairs + partnerships + PLG + SEO~12,000 (10% of addressable)
Trial rate25% of aware2,000
Conversion to paid25% of trials (improved onboarding)500
Upgrades + expansionTeam/Enterprise conversions180
Year 3 paying customers~680
Year 3 ARR~$600K

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Market Penetration Trajectory

Year    Paying Customers    % of SAM (335K)    ARR
─────   ────────────────    ───────────────    ──────
Y1      97                  0.03%              $35K
Y2      310                 0.09%              $180K
Y3      680                 0.20%              $600K
Y5      3,000               0.90%              $3.6M
Y7      10,000              5.3%               $15M
Even at Year 7, penetration is only 5% of SAM — massive room for growth.

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4. Unit Economics Deep Dive

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4.1 Customer Acquisition Cost (CAC)

PeriodAcquisition SpendNew CustomersCAC
Year 1 (organic)~$500 (trade fair travel)97$5.15
Year 2 (content + events)~$12,000213$56
Year 3 (scaled marketing)~$24,000370$65
Blended (3-year)$36,500680$54
Industry benchmarks:
Company TypeTypical CACCernio
SMB SaaS (general)$200-500$5-65
Vertical SaaS$100-300$5-65
Enterprise SaaS$1,000-5,000N/A
Apollo.io (est.)$100-200—
Cernio’s CAC is 3-10x lower than industry averages due to organic GTM and trade fair acquisition.

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4.2 Lifetime Value (LTV)

PlanMonthly RevenueGross MarginAvg Lifetime (months)LTV
Pro$5990%28 (3.5% monthly churn)$1,487
Team$14988%40 (2.5% monthly churn)$5,248
Enterprise$50085%48+ (2% monthly churn)$20,400
Blended$7888%30$2,059
Churn assumptions validated by research:
  • B2B SaaS SMB average: 3-7% monthly (Vitally, 2025)
  • Cernio targets 3.5% Pro, 2.5% Team — middle of the range
  • 43% of SMB churn happens in first 90 days — onboarding is critical

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4.3 LTV:CAC Ratio

PeriodLTVCACLTV:CACBenchmark
Year 1$2,059$5412xUnrealistic (organic), use as ceiling
Year 2$2,059$5637xExceptional
Year 3$2,059$6532xExceptional
Steady state$2,059$100-15014-21xExcellent (>3x is healthy)
Even at $150 CAC (hypothetical scaled marketing), LTV:CAC remains 14x — far above the 3x benchmark.

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4.4 CAC Payback Period

PlanMonthly Gross ProfitCAC (blended)Payback
Pro$53$541.0 months
Team$131$540.4 months
Blended$69$540.8 months
Sub-1-month payback means every new customer is profitable almost immediately. Industry benchmark is <12 months.

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5. Gross Margin Analysis

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By Revenue Stream

Revenue StreamRevenueCOGSGross Margin
Pro subscription ($59/mo)$59.00$5.6790.4%
Team subscription ($149/mo)$149.00$18.4887.6%
Credit pack (Medium, $50)$50.00$13.7572.5%
Blended——85-88%

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COGS Breakdown

ComponentPro ($59/mo)% of Revenue
AI API costs$3.305.6%
Stripe fees$2.013.4%
Infrastructure allocation$0.360.6%
Total COGS$5.679.6%

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Comparison to Industry

CompanyGross MarginNotes
Cernio85-90%Low AI costs + self-hosted infra
Apollo.io~80%Higher data costs, larger team
ZoomInfo~85%Enterprise pricing offsets data costs
HubSpot~82%Broad product, higher support costs
Vertical SaaS avg70-80%Industry benchmark
Cernio’s gross margins are at or above the best-in-class SaaS companies.

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6. ROI Scorecard (Investor Perspective)

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Scoring Framework

Each metric scored 1-5 (1=poor, 5=exceptional):
#MetricValueScoreReasoning
1Market Size (TAM)$1.77-3.0B4/5Large enough for venture scale, but niche
2Market Growth8-13% CAGR (sales intel)4/5Growing market with AI tailwind
3Competitive MoatBlue ocean + data moat4/5No direct competitor, but moat needs time to build
4Unit Economics85%+ margin, <1mo payback5/5Best-in-class across all metrics
5LTV:CAC14-37x (steady state)5/5Far exceeds 3x benchmark
6CAC Payback<1 month5/5Exceptional — near-instant ROI per customer
7Gross Margin85-90%5/5At or above software industry leaders
8ScalabilityTech: high, Team: low (solo)3/5Product scales well, ops don’t yet
9Revenue TractionPre-revenue (beta Aug 2026)2/5No revenue yet — plan and product exist
10TeamSolo founder, industry experience2/5Single point of failure, no co-founder
11Product Readinessv0.74, core features built3/5Working product, needs auth/billing (Ring 1)
12GTM StrategyOrganic + trade fairs + PLG4/5Low-cost, high-intent channels identified

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Overall ROI Score

Total: 46 / 60 = 76.7%

Breakdown:
  Economics (metrics 4-7):    20/20 = 100%  ← EXCEPTIONAL
  Market (metrics 1-2):        8/10 = 80%   ← STRONG
  Strategy (metrics 3, 12):    8/10 = 80%   ← STRONG
  Execution (metrics 8-11):   10/20 = 50%   ← NEEDS WORK (expected pre-launch)

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Investor Interpretation

The economics are outstanding. Any investor reviewing these unit economics will immediately see the potential. The weakness is execution risk — solo founder, pre-revenue, incomplete product. This is a textbook “great economics, early stage” profile:
  • If execution succeeds → exceptional returns
  • The risk is entirely about execution, not market or economics

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7. Return Scenarios (For Investors)

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If an investor puts in $100K at Month 0

ScenarioValuation at InvestmentEquityYear 3 ARRYear 3 Valuation (6x ARR)Return
Bear$500K20%$216K$1.3M2.6x
Base$750K13%$600K$3.6M4.8x
Bull$1M10%$1.44M$8.6M8.6x

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If bootstrapped (no investment)

ScenarioYear 3 ARROwner’s Cumulative ProfitImplied Valuation (6x ARR)
Bear$216K$142K$1.3M
Base$600K$531K$3.6M
Bull$1.44M$1.2M$8.6M

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Valuation Multiples (Research-Backed)

StageMultiple RangeSource
Early-stage (<$5M ARR)3-7x ARRSaaS Capital (2025)
Growth-stage (>$20M ARR)7-12x ARRWindsor Drake (2026)
Vertical SaaS premium+25-30% vs horizontalAventis Advisors
NRR >100% premium6x+ ARRSaaS Capital
>40% growth premium7-10x ARRMultiple sources
For Cernio projections, we use 6x ARR — conservative for a vertical SaaS with 85%+ margins and potential 40%+ growth.

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8. Rule of 40 Analysis

The Rule of 40 states that a healthy SaaS company’s growth rate + profit margin should exceed 40%.
PeriodRevenue GrowthProfit MarginRule of 40 Score
Year 1 → Year 2+413%82.5%495%
Year 2 → Year 3+173%71.4%244%
Year 3 → Year 5 (est.)+80%60%140%
All periods far exceed Rule of 40. This is expected for early-stage high-growth, but the margin strength is notable even for mature stages.

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9. Key Metrics Summary (Investor One-Pager)

MetricValueGrade
TAM$1.77-3.0BA
SAM$237-402MA
SOM (Y3)$600K ARRB+ (early)
Gross Margin85-90%A+
LTV$2,059 (blended)A
CAC$5-65 (organic → scaled)A+
LTV:CAC14-37xA+
Payback Period<1 monthA+
Monthly Churn3.5% (target)B
NRR~105% (target)B+
Rule of 40140-495%A+
Break-evenMonth 3 (1st paid month)A+
Pre-revenue investment~$130A+ (minimal risk)
TeamSolo founderC (risk factor)
Productv0.74, needs Ring 1B (working, incomplete)

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One-Line Summary

Cernio has best-in-class unit economics (85%+ margin, <1mo payback, 14x+ LTV:CAC) in a $1.77B+ blue ocean market, with the primary risk being solo-founder execution speed.
Research Sources:
Next: 06-investor-analysis.md — Investor profile, funding strategy, pitch summary