AI 助力商业，用通俗易懂的语言讲清楚。

关于选择AI工具、节省资金和保持技术栈敏锐的实用指南。

From the radar

2026-11-10New model available: Google: Gemini 4 Carbon
2026-11-10New model available: OpenAI: GPT-6.1 Terra Pro
2026-11-10New model available: Google: Gemini 4 Argon

所有文章 Guides 51 AI updates 24 Comparisons 17 ai-strategy 4 Forward deployment 4

2026年10月20日 · 8 min read · English · Guides

AI marketing agents for small business in 2026: what they can do, what they cost, and what to keep under your control

Always-on AI agents now run ads, post content and read your analytics. A sourced look at Meta Muse, Grok Bot, ChatGPT dots and Polsia, the fees that come with them, and the approval rules to set before you switch one on.

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2026年10月20日 · 7 min read · English · Guides

AI visibility for small business: how to show up in ChatGPT and Google AI answers

People now ask ChatGPT and Google AI who to hire and what to buy. Here is what the vendors themselves say you need to do to appear, a five-minute robots.txt check, and a free way to test whether AI assistants mention your business.

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2026年10月20日 · 8 min read · English · Guides

The best AI stack for a small business in October 2026, by monthly budget

Which AI subscriptions are worth paying for at $0, about $20, about $40 and about $100 a month, using verified October 2026 prices for ChatGPT, Claude, Gemini, Perplexity and Cursor, plus what changed this month.

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2026年10月20日 · 7 min read · English · Guides

Keyword research with AI for a small business: a free workflow that avoids made-up search volumes

AI assistants are good at brainstorming what customers might search for, and bad at telling you how often. Here is a step-by-step workflow that combines ChatGPT-style brainstorming with Google's own data so you do not build on invented numbers.

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2026年10月20日 · 8 min read · English · Guides

A marketing plan by budget for a small business: what to do at $0, $100, $500, $1,000 and $5,000 a month

How to split a small marketing budget at five levels, from nothing to $5,000 a month, what to skip at each level, and where to find a plan written for your type of business.

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2026年10月8日 · 7 min read · English · Guides

AI consultant cost in 2026: published rates, project prices and cheaper options

What an AI consultant costs in 2026, from published sources: Clutch puts AI development companies at $25 to $49 an hour and the typical project at $10,000 to $49,999. What you get for that, and when a small business needs less.

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2026年10月8日 · 8 min read · English · Guides

How to integrate AI into a small business: a 30-day plan you can run yourself

A step-by-step way to integrate AI into a small business: pick one workflow, choose off-the-shelf tools, connect them, keep a person on approval and measure the hours saved. Plus when to pay for AI integration services.

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2026年9月23日 · 7 min read · English · Guides

ChatGPT and AI for accountants: 12 tasks that are safe to hand over

Twelve jobs in an accounting or bookkeeping practice that ChatGPT and similar AI tools can safely draft, the five they must never do, and the review habits that keep client work correct.

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2026年9月23日 · 4 min read · English · Guides

Why we publish our operating numbers (and which ones we leave out)

Dapols now has a public /live page: tools tracked, price checks, price changes caught, model releases and benchmark captures, all dated and computed from our own records. Here is why, and why there are no customer counts or revenue on it.

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2026年9月11日 · 8 min read · English · Guides

AI agents for business: what actually works for a 2 to 20 person company

Most 'AI agent' pitches promise a digital employee. What works in a small company today is narrower: an agent that drafts, sorts and follows up, while a person approves. Here's what to build, what it costs, and what to skip.

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2026年9月11日 · 7 min read · English · Guides

AI for nonprofits: a $50-a-month stack that covers the real work

Grant drafts, donor emails, social posts, meeting notes and volunteer docs, handled by five tools for about $45 a month at list price. What each one does, what it costs, and where to save more.

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2026年9月2日 · 9 min read · English · Guides

Oh My Pi: the free coding agent that brought the IDE with it

Oh My Pi is an MIT-licensed terminal coding agent with a language server, a real debugger and parallel subagents built in. It costs nothing and runs on whichever model you already pay for. Here is what it actually does, what it costs to run, and who should not touch it.

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