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Giacomo Balli
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Independent advice for business owners navigating technology decisions, challenges and opportunities.
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Building technology products since 2010 · 100+ apps

An agency's growth chart is not evidence for your $3,000 a month in AI tools

Your agency proposes $3,000 a month in new AI sales and marketing tools, and the deck carries a chart: the fastest-growing companies spend nearly four times as much on them as the slowest.

The chart is probably real. A survey of software companies this year found the top quarter by growth averaging about $17,000 a month on AI sales and marketing tools, against about $4,500 for the bottom quarter.

What it cannot show is direction. Spending may have driven the growth. Growth may have paid for the spending. A well-run team may produce both. The survey did not test which, and it covered venture-backed software companies, not a business that sells what yours sells.

So the chart says nothing about your $3,000. Before signing, ask the agency which number in your business the tools should move: booked jobs, quote requests, repeat orders. Ask what that number is today, and for one example from a business your size where it moved.

The agency may well be right about the tools. The chart is just not the evidence for it.

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Published: Sun, Oct 18 2026 @ 15:35:04
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