Observed arrival · 2026-11-06
Small AI Wins: 196 sourced AI playbooks for small businesses
A searchable collection of small-business AI examples, rewritten as practical playbooks with tools, steps, reported results, and cautions.
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- Small-business owners, solopreneurs, and nonprofit teams
- Worth noticing
- The page says 147 of its 196 cases include reported numbers and that every case links to its original source.
Field notes
Visible examples include an AI assistant for contract work inside Microsoft Word, receipt capture for an accountancy firm, and a salon founder's custom Gemini assistant for social posts. One coaching case says follow-up drafts arrive about 70% complete before the coach adds nuance. The page groups examples under customer support, phone and bookings, sales, marketing, finance, operations, and documents.
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