A Zapier CTO's live breakdown shows exactly where small business owners are burning money on the wrong models.

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Here's something nobody tells you when you start building AI-powered workflows: the model you use matters as much as what you ask it to do. And if you defaulted to GPT-4o or Claude Sonnet for every single task in your business, you're probably paying way more than you need to.

Zapier's CTO Bryan Helmig is hosting a free live session on June 24 where he'll show side-by-side benchmarks of OpenAI, Anthropic, and Google models running identical tasks across sales, marketing, ops, support, finance, and HR. The headline number is hard to ignore: teams that route tasks to the right model instead of always reaching for the most expensive one cut costs from $6 per task down to $0.65. That's not a small rounding error. That's 9x. If you're running automations at any real volume, the difference compounds fast.

The principle is simple. Think of AI models like hiring contractors. You wouldn't pay a senior partner's hourly rate to stuff envelopes. The same logic applies here. A $0.002-per-call model can summarize a support ticket or format an address just fine. You only need the expensive one when the task genuinely requires judgment. Helmig says he'll share a repeatable framework for making that call as new models keep shipping. Worth a spot on the calendar. Register here.

If you sell anything online, pay close attention to this next one.

Adobe Analytics ran the numbers on where retail traffic is coming from, and Reuters just published what they found: shoppers who land on a product page via ChatGPT, Gemini, or another LLM convert at a 54% higher rate, spend 53% more time on site, and view more pages than visitors coming from traditional search. Full story here.

What does that mean practically? It means AI assistants are starting to send buying-ready shoppers to stores. And those shoppers are showing up ready to spend. The catch: LLMs pull product information from your pages the same way they pull everything else. If your descriptions are thin, your specs are vague, or your copy reads like a warehouse manifest, an AI assistant has nothing good to recommend. Getting your product information clear, complete, and specific isn't just good SEO anymore. It's how you get recommended by the assistant someone is actively asking "where should I buy this?"

One more story worth your time. CNBC rounded up AI-powered hiring platforms specifically tested for small businesses without HR departments. The average time to fill a role without these tools runs 25 to 30 days according to ZipRecruiter's labor economist. Some of the platforms they cover can surface strong matches in 24 hours. If you've got an open role eating your attention right now, this list is worth a look. CNBC's full breakdown is here.

New Tools

SparrowDesk: AI help desk that claims to auto-resolve up to 60% of customer tickets. For small teams drowning in support email and chat who can't afford to hire another agent. Pricing not published.

Stride: Takes a product from idea to shipped, with planning, design, and build in one workspace. For lean founding teams tired of juggling five tools to launch one thing. Pricing not published.

GitHits: Gives AI coding agents real visibility into the open-source libraries your app actually depends on, so they stop writing code that breaks on dependencies. For solo technical founders and small dev shops using tools like Claude Code or Codex. Pricing not published.

More Headlines

SBA partners with Perplexity on a $25M Main Street AI Accelerator for small businesses. Eligibility details still emerging, but worth watching if you're looking for funded AI support.

Government restricts Anthropic's most capable models for non-U.S. users, which led Anthropic to disable them broadly to stay compliant. If anyone on your team is outside the U.S. and using Claude's API, access may already be disrupted.

Forbes: 6 concrete steps to start a business with AI instead of employees from a founder who actually did it. Practical, not pep talk.

Claude for Small Business has 15 pre-built workflows connecting QuickBooks, HubSpot, Canva, and more. Forbes breaks down what's actually in it.

LegalZoom survey: entrepreneurs use AI to move fast but switch to humans when legal or liability risk is real. Sensible. Know the line.

Smart Clerk hits 6,000 small business users on its AI bookkeeping platform, now with Plaid and Stripe integrations baked in.

Inc. on how AI video is reshaping startup marketing: low-cost rapid testing is replacing traditional production for small teams with no agency budget.

Microsoft CEO Satya Nadella says your real AI edge isn't the best model, it's your own learning loop of workflows and judgment. Worth 30 seconds.

How 3 Gainesville small businesses are actually using (or consciously skipping) AI in daily operations. Real, ground-level accounts.

Federal Reserve San Francisco: early findings on small business AI adoption rates and where owners are actually seeing productivity gains. Dry but useful data.

-Scott

SmartOwner is published (almost) daily by the team at DigitalTreehouse. Want AI consulting or automations for your business? Reply to this email.