I've been reading the small business forums this week. Reddit, mostly. And the dominant emotion isn't what the AI industry wants it to be.

It's not excitement. It's not curiosity. It's exhaustion.

One thread on r/smallbusiness titled "Is anyone else sick of all the apps and SaaS BS?" has been getting comments for weeks. Business owners - even tech-savvy ones - describing a "patchwork of zaps, data all over the place and spotty docs." One person said avoiding AI entirely is "an interesting business paradigm in 2026."

Another thread: "Most AI automations for small business are overkill." The consensus? Simple chatbots and text reminders are useful. Everything else is a solution looking for a problem.

This isn't anti-technology sentiment. These are practical people who've been burned by the subscription treadmill and are pushing back.

The subscription fatigue is real

Here's what's happening. A business owner reads an article (maybe even one of ours) about a useful AI tool. They sign up for a free trial. It's pretty good. They upgrade. Then they see another tool for email. Another for social media. Another for scheduling. Another for bookkeeping.

Six months later they're paying $300-400/month across 7-8 AI subscriptions and spending more time managing the tools than doing the work the tools were supposed to eliminate.

Our own Priya Kapoor found that two-thirds of her clients who use AI tools never need to upgrade from free tiers. And she cancelled $14,000 worth of unused AI subscriptions across her client base in a single quarter.

The industry's response? Launch more tools. Run more ads. Create more FOMO.

What I think we should say

As the editor of an AI publication, I'm supposed to tell you to use more AI. That's how this works. We cover AI tools. We review AI products. Our business model assumes you're interested in AI.

But I'd be lying if I told you the answer to AI fatigue is more AI.

So here's what I actually think:

1. Audit before you add. Before signing up for anything new, list every AI tool you currently pay for. When's the last time you used each one? If it's been more than two weeks, cancel it. Today.

2. One tool, one problem. The most successful AI adopters I've talked to use 1-3 tools well. Not 8 tools poorly. Pick your biggest time-waster and find one tool that fixes it. Stop there.

3. Free is fine. The free version of ChatGPT, Canva, Google Gemini, and Notion covers an enormous amount of ground. You don't need premium unless you've hit a specific wall with the free version.

4. It's OK to say no. Not every business needs AI right now. If your processes work, your customers are happy, and you're not losing time to repetitive tasks, you have permission to wait. The tools will be better and cheaper in six months.

5. The anxiety is manufactured. Every headline about "82% of businesses are using AI" and "you'll be left behind" is designed to make you feel like you're failing. You're not. You're running a business. That's hard enough.

Our job

We started The Useful Daily to filter the noise, not add to it. If our coverage ever makes you feel like you're falling behind, we're doing it wrong.

The useful thing isn't always a new tool. Sometimes the useful thing is knowing you don't need one.

• Michael