#analytics
Analytics
Financial analytics and data visualization for better decisions
Customer Acquisition Cost (CAC): Formula, LTV Ratio, and Payback Period for Small Businesses
CAC is total sales and marketing cost divided by new customers acquired in the same period — $6,000 of spend across 30 customers is a $200 CAC. This guide covers what belongs in the numerator, how to pair CAC with gross-profit LTV (a 3:1 to 4:1 ratio is the practical small-business target) and payback period (under 12 months for SMB customers, up to 24 for enterprise), 2026 CAC ranges by business type, and seven ways to lower CAC without cutting customer volume.
How to Get Your Small Business Cited by Google AI Overviews, ChatGPT, and Perplexity
AI answers now decide who gets found: 68% of Google searches end without a click, and the top organic result loses 34.5%–58% of its clicks when an AI Overview appears. For local queries, 42% of AI citations come from Google Business Profile, 28% from directories, and 17% from the business's own site — so answer-first pages, consistent NAP data, and FAQPage schema matter more than keyword density. Here is a 7-step playbook and a 30-day sprint to earn citations.
AI Overviews Are Cutting Google Clicks in Half: A Small Business Guide to Zero-Click Search in 2026
When an AI Overview appears, users click a traditional Google result just 8% of the time versus 15% without one (Pew panel data), and zero-click searches have climbed to 69% of queries. Here is how small businesses can measure their exposure, win the AI citations that convert at up to 4.4x organic traffic, and diversify discovery beyond the search box.
Cloudflare's Pay Per Crawl Deadline: What Small Business Website Owners Need to Know Before September 15, 2026
Starting September 15, 2026, Cloudflare will block mixed-use AI crawlers by default on ad-carrying pages for free-tier and new accounts, part of a broader shift from Pay Per Crawl to a Pay Per Use monetization model that lets site owners charge AI companies when content actually creates value.
Local SEO Budget Benchmarks by Industry: What Small Businesses Actually Pay in 2026
Local SEO retainers run $500–$5,000/month in 2026, but the spread by industry is 8x — legal services pay $2,500–$5,000 while photography studios pay $300–$600, driven by local competition rather than vendor quality. Benchmarks by industry and business size, the free Google Business Profile work that moves rankings, and how to tie the spend back to revenue.
Setting Up Google Analytics 4 Conversions: A Small Business Owner's Guide to Knowing Which Marketing Actually Works
GA4 tracks events by default but reports zero conversions until you manually flag key events — a 30-minute fix. This guide covers the event → key event → conversion chain, which events to track by business type, the last-click attribution trap, and tying channel data back to your books.
Agentic Commerce for Small Retailers: How to Get Your Store Recommended by AI Shopping Agents
AI-driven traffic to US retail sites rose 393% year over year in Q1 2026, and AI-referred shoppers now convert 42% better than other visitors. A practical guide for small retailers on structured product data, the ACP and UCP protocols, llms.txt, detecting AI agent traffic in server logs, and tracking agent-referred revenue by channel.
Supercharge Your Financial Future: Building AI-Powered Forecasting Models with Beancount's Plain Text Data
Harness the potential of AI and plain text accounting to transform your financial forecasting. Learn how Beancount's structured data can lead to precise spending predictions and proactive financial management.
Decoding Your Financial DNA: How Plain Text Accounting Reveals Hidden Money Behaviors
Plain text accounting unveils the intricate relationship between your spending habits and emotional states, offering insights into your financial decisions and revealing the deeper motivations behind your purchases.