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
1. Total Addressable Market (TAM)
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 Point | Value | Source |
|---|---|---|
| US exporting companies | 270,001 | US Census Bureau (2024) |
| EU SMEs exporting outside EU | 750,000+ | EU Trade Commission (2025) |
| Turkey exporting companies | 180,396 | TUIK (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 CAGR | 13.8% | Multiple sources |
| SME share of export enterprises | 97-98% | Census Bureau, Eurostat |
TAM Calculation
Tier 1 TAM: B2B Exporters (Primary Market)| Region | Exporting Companies | Source |
|---|---|---|
| US | 270,000 | US Census Bureau (2024) — 97% SME |
| EU-27 | 750,000 | EU Commission — firms selling outside EU |
| Turkey | 180,000 | TUIK — registered exporters |
| UK | 120,000 | Estimated from EU-comparable data |
| China (B2B exporters on platforms) | 500,000+ | Alibaba/Made-in-China estimates |
| India, MENA, SE Asia | 400,000+ | WTO trade data extrapolation |
| Rest of world | 300,000+ | Conservative estimate |
| Tier 1 TAM | ~2,500,000 | B2B exporting companies globally |
| Segment | Companies | Rationale |
|---|---|---|
| B2B exporters (Tier 1) | 2,500,000 | Primary market |
| Domestic B2B outbound sales | 2,000,000+ | Companies seeking new buyers domestically |
| Procurement/supplier discovery | 1,000,000+ | Reverse use case |
| Tier 2 TAM | ~5,500,000 | Full platform potential |
TAM Revenue
| Scenario | Companies | ARPU (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 blended | 5.5M | $1,200 | $6.6B |
For conservative projections, we use Tier 1 TAM (4.5B+ (2025), growing to $9-10B by 2032. Cernio targets a specific segment within this market while also creating a new category.
2. Serviceable Addressable Market (SAM)
Criteria: Who Can We Realistically Serve?
| Filter | Criterion | Reduction |
|---|---|---|
| Business model | B2B (selling to other businesses, not B2C) | 80% of TAM |
| Size | 5-500 employees (SME-midmarket, not micro, not large enterprise) | 70% of above |
| Digital readiness | Has website, uses email, reachable digitally | 75% of above |
| Active buyer search | Currently seeking new buyers/markets (not fully saturated) | 60% of above |
SAM Calculation
| Region | SAM Estimate | Rationale |
|---|---|---|
| US | 60,000-90,000 | B2B exporters in industrial sectors, digitally active |
| EU (Germany, France, Italy, Spain, Netherlands) | 100,000-160,000 | Industrial exporters in top 5 EU economies |
| Turkey | 30,000-50,000 | Exporters in target verticals, founder’s network advantage |
| UK | 20,000-30,000 | Manufacturing and industrial exporters |
| Rest of world (India, China, MENA, SE Asia) | 50,000-80,000 | English-capable, digitally active B2B exporters |
| Total SAM | 260,000-410,000 |
SAM Revenue
| Scenario | ARPU (annual) | SAM Revenue |
|---|---|---|
| Midpoint (335K) at $708/yr | $708 | $237M |
| Blended ARPU at $1,200/yr | $1,200 | $402M |
3. Serviceable Obtainable Market (SOM)
Year 1 SOM (Realistic First-Year Capture)
| Factor | Assumption | Value |
|---|---|---|
| Initial market | Turkey + 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 rate | 30% of aware (free plan removes friction) | 300 |
| Conversion to paid | 22% of trials | 66 |
| Adding organic/referral | 30 additional via word-of-mouth | 97 |
| Year 1 paying customers | ~97 | |
| Year 1 revenue | 97 × ~$362 avg (partial year) | ~$35K |
Year 3 SOM
| Factor | Assumption | Value |
|---|---|---|
| Markets active | Turkey + EU + UK + US (digital reach global) | ~120,000 addressable |
| Awareness reach (Y3) | Content + fairs + partnerships + PLG + SEO | ~12,000 (10% of addressable) |
| Trial rate | 25% of aware | 2,000 |
| Conversion to paid | 25% of trials (improved onboarding) | 500 |
| Upgrades + expansion | Team/Enterprise conversions | 180 |
| Year 3 paying customers | ~680 | |
| Year 3 ARR | ~$600K |
Market Penetration Trajectory
Even at Year 7, penetration is only 5% of SAM — massive room for growth.
4. Unit Economics Deep Dive
4.1 Customer Acquisition Cost (CAC)
| Period | Acquisition Spend | New Customers | CAC |
|---|---|---|---|
| Year 1 (organic) | ~$500 (trade fair travel) | 97 | $5.15 |
| Year 2 (content + events) | ~$12,000 | 213 | $56 |
| Year 3 (scaled marketing) | ~$24,000 | 370 | $65 |
| Blended (3-year) | $36,500 | 680 | $54 |
| Company Type | Typical CAC | Cernio |
|---|---|---|
| SMB SaaS (general) | $200-500 | $5-65 |
| Vertical SaaS | $100-300 | $5-65 |
| Enterprise SaaS | $1,000-5,000 | N/A |
| Apollo.io (est.) | $100-200 | — |
Cernio’s CAC is 3-10x lower than industry averages due to organic GTM and trade fair acquisition.
4.2 Lifetime Value (LTV)
| Plan | Monthly Revenue | Gross Margin | Avg Lifetime (months) | LTV |
|---|---|---|---|---|
| Pro | $59 | 90% | 28 (3.5% monthly churn) | $1,487 |
| Team | $149 | 88% | 40 (2.5% monthly churn) | $5,248 |
| Enterprise | $500 | 85% | 48+ (2% monthly churn) | $20,400 |
| Blended | $78 | 88% | 30 | $2,059 |
- 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
4.3 LTV:CAC Ratio
| Period | LTV | CAC | LTV:CAC | Benchmark |
|---|---|---|---|---|
| Year 1 | $2,059 | $5 | 412x | Unrealistic (organic), use as ceiling |
| Year 2 | $2,059 | $56 | 37x | Exceptional |
| Year 3 | $2,059 | $65 | 32x | Exceptional |
| Steady state | $2,059 | $100-150 | 14-21x | Excellent (>3x is healthy) |
Even at $150 CAC (hypothetical scaled marketing), LTV:CAC remains 14x — far above the 3x benchmark.
4.4 CAC Payback Period
| Plan | Monthly Gross Profit | CAC (blended) | Payback |
|---|---|---|---|
| Pro | $53 | $54 | 1.0 months |
| Team | $131 | $54 | 0.4 months |
| Blended | $69 | $54 | 0.8 months |
Sub-1-month payback means every new customer is profitable almost immediately. Industry benchmark is <12 months.
5. Gross Margin Analysis
By Revenue Stream
| Revenue Stream | Revenue | COGS | Gross Margin |
|---|---|---|---|
| Pro subscription ($59/mo) | $59.00 | $5.67 | 90.4% |
| Team subscription ($149/mo) | $149.00 | $18.48 | 87.6% |
| Credit pack (Medium, $50) | $50.00 | $13.75 | 72.5% |
| Blended | — | — | 85-88% |
COGS Breakdown
| Component | Pro ($59/mo) | % of Revenue |
|---|---|---|
| AI API costs | $3.30 | 5.6% |
| Stripe fees | $2.01 | 3.4% |
| Infrastructure allocation | $0.36 | 0.6% |
| Total COGS | $5.67 | 9.6% |
Comparison to Industry
| Company | Gross Margin | Notes |
|---|---|---|
| Cernio | 85-90% | 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 avg | 70-80% | Industry benchmark |
Cernio’s gross margins are at or above the best-in-class SaaS companies.
6. ROI Scorecard (Investor Perspective)
Scoring Framework
Each metric scored 1-5 (1=poor, 5=exceptional):| # | Metric | Value | Score | Reasoning |
|---|---|---|---|---|
| 1 | Market Size (TAM) | $1.77-3.0B | 4/5 | Large enough for venture scale, but niche |
| 2 | Market Growth | 8-13% CAGR (sales intel) | 4/5 | Growing market with AI tailwind |
| 3 | Competitive Moat | Blue ocean + data moat | 4/5 | No direct competitor, but moat needs time to build |
| 4 | Unit Economics | 85%+ margin, <1mo payback | 5/5 | Best-in-class across all metrics |
| 5 | LTV:CAC | 14-37x (steady state) | 5/5 | Far exceeds 3x benchmark |
| 6 | CAC Payback | <1 month | 5/5 | Exceptional — near-instant ROI per customer |
| 7 | Gross Margin | 85-90% | 5/5 | At or above software industry leaders |
| 8 | Scalability | Tech: high, Team: low (solo) | 3/5 | Product scales well, ops don’t yet |
| 9 | Revenue Traction | Pre-revenue (beta Aug 2026) | 2/5 | No revenue yet — plan and product exist |
| 10 | Team | Solo founder, industry experience | 2/5 | Single point of failure, no co-founder |
| 11 | Product Readiness | v0.74, core features built | 3/5 | Working product, needs auth/billing (Ring 1) |
| 12 | GTM Strategy | Organic + trade fairs + PLG | 4/5 | Low-cost, high-intent channels identified |
Overall ROI Score
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
7. Return Scenarios (For Investors)
If an investor puts in $100K at Month 0
| Scenario | Valuation at Investment | Equity | Year 3 ARR | Year 3 Valuation (6x ARR) | Return |
|---|---|---|---|---|---|
| Bear | $500K | 20% | $216K | $1.3M | 2.6x |
| Base | $750K | 13% | $600K | $3.6M | 4.8x |
| Bull | $1M | 10% | $1.44M | $8.6M | 8.6x |
If bootstrapped (no investment)
| Scenario | Year 3 ARR | Owner’s Cumulative Profit | Implied Valuation (6x ARR) |
|---|---|---|---|
| Bear | $216K | $142K | $1.3M |
| Base | $600K | $531K | $3.6M |
| Bull | $1.44M | $1.2M | $8.6M |
Valuation Multiples (Research-Backed)
| Stage | Multiple Range | Source |
|---|---|---|
| Early-stage (<$5M ARR) | 3-7x ARR | SaaS Capital (2025) |
| Growth-stage (>$20M ARR) | 7-12x ARR | Windsor Drake (2026) |
| Vertical SaaS premium | +25-30% vs horizontal | Aventis Advisors |
| NRR >100% premium | 6x+ ARR | SaaS Capital |
| >40% growth premium | 7-10x ARR | Multiple sources |
For Cernio projections, we use 6x ARR — conservative for a vertical SaaS with 85%+ margins and potential 40%+ growth.
8. Rule of 40 Analysis
The Rule of 40 states that a healthy SaaS company’s growth rate + profit margin should exceed 40%.| Period | Revenue Growth | Profit Margin | Rule 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.
9. Key Metrics Summary (Investor One-Pager)
| Metric | Value | Grade |
|---|---|---|
| TAM | $1.77-3.0B | A |
| SAM | $237-402M | A |
| SOM (Y3) | $600K ARR | B+ (early) |
| Gross Margin | 85-90% | A+ |
| LTV | $2,059 (blended) | A |
| CAC | $5-65 (organic → scaled) | A+ |
| LTV:CAC | 14-37x | A+ |
| Payback Period | <1 month | A+ |
| Monthly Churn | 3.5% (target) | B |
| NRR | ~105% (target) | B+ |
| Rule of 40 | 140-495% | A+ |
| Break-even | Month 3 (1st paid month) | A+ |
| Pre-revenue investment | ~$130 | A+ (minimal risk) |
| Team | Solo founder | C (risk factor) |
| Product | v0.74, needs Ring 1 | B (working, incomplete) |
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:
- EU Commission — SME Exporters
- Eurostat — SME Weight in International Trade
- UNCTAD — Global Trade $35 Trillion
- SaaS Capital — Private SaaS Valuations 2025
- Aventis Advisors — SaaS Valuation Multiples
- Windsor Drake — SaaS Valuation 2026
- Vitally — B2B SaaS Churn Benchmarks
- Fortune Business Insights — Sales Intelligence Market
Next: 06-investor-analysis.md — Investor profile, funding strategy, pitch summary