Business Validation Glossary

Comparing two versions to see which performs better. optimization.

Test two landing pages: Version A (green button) vs Version B (red button). B converts 12% higher.

Percentage of signups who complete key onboarding actions showing product value.

Facebook: Add 7 friends in 10 days = activation. Slack: 2,000 team messages = activation.

The annual growth rate of your target market. Higher growth (>15% CAGR) indicates expanding opportunities.

AI automation tools market growing at 28% CAGR vs traditional consulting at 2% CAGR.

Free to users, monetize through ads. Requires massive scale to be profitable.

Google, Facebook, TikTok - free to users, billions in ad revenue from advertisers.

Iterative software development in short sprints (1-4 weeks) with continuous feedback.

2-week sprints: plan → develop → test → review → deploy. Repeat. Adjust based on feedback.

IdeaProof uses Claude 3.5 Sonnet and GPT-4 in ensemble to analyze business ideas. Multi-model approach reduces bias and achieves 89% accuracy vs single-model 67%.

Claude analyzes market trends while GPT-4 evaluates competitive positioning. Results are synthesized into a unified validation report in 120 seconds.

High net-worth individuals investing personal money in early-stage startups.

Naval Ravikant angel invested in Uber, Twitter, Yammer. Typical: $25K-$100K for 2-5% equity.

MRR × 12. Used for forecasting and company valuation in SaaS.

$10,000 MRR = $120,000 ARR.

Interface allowing different software to communicate. Critical for integrations.

Stripe API lets apps accept payments without building payment infrastructure.

Total revenue divided by number of users. Helps track pricing and upsell effectiveness.

$100K revenue from 2,000 users = $50 ARPU.

Selling to other businesses. Longer sales cycles but higher contract values.

Salesforce sells CRM to businesses. Sales cycle: 3-12 months. Contracts: $50K-$1M+.

Selling directly to consumers. Shorter sales cycles but lower transaction values.

Amazon, Netflix, Spotify sell to individuals. Quick purchases, $10-$50 typical transactions.

A specific, narrow market segment to dominate first before expanding. Provides focus and early wins.

Facebook started with Harvard students (beachhead) before expanding to other colleges, then general public.

Creating uncontested market space by innovating value rather than competing head-to-head. Opposite of red ocean (bloody competition).

Cirque du Soleil created blue ocean by blending circus with theater, avoiding traditional circus competition.

Self-funding business through personal savings and revenue. Maintains full control.

Mailchimp bootstrapped to $700M revenue before selling for $12B. No outside investors.

How you want customers to perceive your brand relative to competitors.

Volvo: safety. BMW: performance. Tesla: innovation and sustainability.

When total revenue equals total costs. Critical milestone for sustainability.

Fixed costs $10K/month, unit profit $50, need 200 sales/month to break even.

Rate at which a company spends cash reserves, typically expressed monthly.

Spending $50K/month with $500K in bank = 10 months runway before needing more funding.

The process of testing a business concept's viability before investing significant time and resources. IdeaProof validates ideas in 120 seconds using AI analysis of market data, competitor landscape, and success predictors.

An entrepreneur with a SaaS idea uses IdeaProof to validate market demand, identify 12 competitors, and receive an 89% success probability score before building the product.

Automated creation of investor-ready business plans based on validation results. Includes executive summary, market analysis, financial projections, and go-to-market strategy.

After validating an e-commerce idea, IdeaProof generates a 15-page business plan with market sizing ($12.4B TAM), 5-year financials, and competitor analysis—ready to share with investors.

Total cost to acquire one customer, including marketing, sales, and advertising expenses.

If you spend $10,000 on marketing and acquire 100 customers, CAC = $100.

Spreadsheet showing company ownership structure and equity distribution.

Founders: 60%, Angels: 15%, Series A: 20%, Employee pool: 5%.

Net amount of cash moving in and out of business. Positive cash flow = sustainable.

$80K revenue, $50K expenses = $30K positive cash flow this month.

Percentage of customers who cancel service in a given period. High churn indicates product-market fit issues.

Start month with 100 customers, 5 cancel = 5% monthly churn. Annual churn = 1 - (0.95^12) = 46%.

On-demand computing resources (servers, storage) via internet. No hardware management.

AWS, Google Cloud, Azure - rent servers as needed, pay per use, scale instantly.

Unique strengths that allow you to outperform competitors sustainably. Can be cost, quality, speed, technology, or brand.

Amazon's competitive advantage: logistics network enabling 2-day delivery at scale.

IdeaProof's AI identifies and analyzes direct and indirect competitors, including their strengths, weaknesses, market positioning, and differentiation opportunities.

For a meal-kit delivery idea, IdeaProof identifies 12 competitors (HelloFresh, Blue Apron, etc.), analyzes their pricing ($8-$12/meal), and suggests differentiation angles (e.g., keto-only meals).

Creating valuable content to attract and engage target audience organically.

HubSpot's blog drives 4M+ visitors/month, converts to $1.3B ARR through SEO + content.

Percentage of visitors who complete desired action (signup, purchase, etc.).

1,000 website visitors, 30 sign up = 3% conversion rate.

Minimum features needed to deliver unique value. Everything else is secondary.

Twitter's core: post 140 characters, follow users, see feed. Everything else came later.