To sell AI services as a one-person business, do not pitch AI. Pitch a specific revenue leak the owner already feels, such as missed calls or late invoices, and let the AI be the invisible tool that fixes it. Run it as two calls: a free diagnostic audit first, then a scoped proposal with a price.
That is the short version of today's episode. The longer version is below, with the pricing context and the creators behind it.
Why pitching AI backfires
Picture a solo consultant staring at a screen, trying to pitch a local plumber who just wants more booked jobs. Lead with artificial intelligence and the plumber hears a sci-fi project that might replace them, or at best an expensive toy.
The research behind this episode, drawn from creators including Greg Isenberg, Tim Chao and Automate AI Consulting, keeps landing on the same point. Owners do not buy AI. They buy solutions: more leads, faster replies to customers, recovered revenue. Ravi Abuvala's video "How to Sell AI (Without Talking About AI)" makes the same case in its title.
Pitch the leak, not the technology
A fixed revenue leak is a problem with a visible cost. Stopping the thousands of dollars a month a business can lose in missed calls is a pitch an owner understands. Whether the fix is an AI receptionist or a follow-up workflow is a detail you can keep in the background.
Picking one niche makes this easier. Roofing and dental are the examples the episode uses. You research how that one type of business works and what its boring, repetitive tasks look like, instead of trying to build a universal system for every local business.
The two-call sales approach
Creators in the research recommend splitting the sale into two calls.
Call one is a free diagnostic audit. You learn the business's manual workflows and find the leak. One source in the research suggests walking the owner through yesterday's schedule to surface the time sinks.
Call two is the scope of work. You present specific deliverables and a price.
The obvious objection is that closing on call one saves everyone time. The counterpoint in the episode is that the audit builds trust and makes sure you understand the workflows before you ever name a price.
What creators quote for setup fees and retainers
These are figures creators quote, not guarantees, and real prices depend on the client and the niche. A public 2026 guide gave similar ranges, though most pricing content of this kind is agency marketing rather than survey data.
General AI agency pricing: a one-time setup fee of about $1,000 to $5,000, then a monthly retainer of about $300 to $1,500.
Invoice Chase (automating late payment collection): quoted at roughly $300 to $750 a month.
Speed to Lead (instant responses to new inquiries): quoted at roughly $1,500 to $3,000 setup plus $500 to $1,500 a month.
We could not find an independent source that prices Invoice Chase or Speed to Lead, so treat those two as creator-quoted only. The research also mentions other packaged offers, such as a proposal builder and review reputation management, each quoted by creators in similar ranges.
Install the Small Business plugin today
The two offers above come from Anthropic's small business skills. To get them, open the Claude desktop app, switch to Cowork, choose Customize in the sidebar, open Plugins, and install the Small Business plugin. It needs a paid Claude plan.
Then look at which skill fits your niche's most boring repetitive task. Highly profitable solo businesses, as the episode puts it, are built by finding one task a local owner hates doing and automating it.
FAQ
Should a solo AI agency pitch AI at all?
Not as the headline. Local business owners buy outcomes like more booked jobs and fewer missed calls. Describe the leak and the result, and keep the technology in the background.
What is a two-call sales approach?
It is a free diagnostic audit on the first call to find the business's manual bottlenecks, followed by a second call that presents a specific scope of work and price.
How much do solo AI agencies charge?
Creators quote a one-time setup fee of about $1,000 to $5,000 and a monthly retainer of about $300 to $1,500. These are quoted figures, not guarantees, and real prices depend on the client and the niche.
How do I install Anthropic's small business skills?
Open the Claude desktop app, switch to Cowork, choose Customize, open Plugins, and install the Small Business plugin. A paid Claude plan is required.
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Companion episode:
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