Field guide

Things worth writing down.

Practical essays for small businesses thinking about reviews, local discovery, and the slow shift from Google search to AI search. No SEO clichés, no ranking-factor lists — just the work we wish someone had handed us.

How many Google reviews do you need to rank? Benchmarks from 3,311 top-ranked local businesses

Original research from our own 349 city leaderboards: the median "cost of entry" to a top-10 ranges from 283 reviews (gyms) to 1,158 (restaurants), 62% of top-ranked businesses hold 4.8★ or better, and in two categories the #1 spot has FEWER reviews than the #10. Data open under CC-BY-4.0; every number recomputes with each quarterly re-scrape.

How Google's AI agents find and book local businesses in 2026

At I/O 2026 Google launched Search agents that monitor the web 24/7 and book local services on your behalf — even calling businesses directly. What changed, and the structured-data checklist that decides whether an agent surfaces your business or your competitor.

How to print a Google review QR on receipts (2026 guide)

A step-by-step tutorial that gets a scannable Google review QR on your printed receipts in under 20 minutes. Covers thermal printer specs, POS configuration (Square, Toast, Clover, Lightspeed, Stripe Terminal), QR size and placement, scan testing, and the failure modes nobody documents.

Best Google review QR code tools, 2026 — honestly compared

Nine tools small businesses actually consider when adding a Google review QR to receipts and counter signage. Prices verified, use-cases named, no affiliate scoring. BigLove is one of the nine — we wrote this because somebody had to.