AI is eating the billable hour, and agency owners know it
Most agencies were built on time: hours for copy, design, campaign setup, reporting and account management. AI tools now draft, design, segment and report in a fraction of that time. Clients notice. Some ask why retainers have not fallen. Others quietly bring the work in-house with a junior hire and a stack of AI subscriptions. And procurement teams keep pushing for performance-based pricing an agency cannot always control.
At the same time, the channels themselves are shifting. Search is being joined by answer engines, where a buyer asks an AI assistant who to hire and gets a short list. Privacy changes have made third-party tracking less reliable. Clients want first-party and predictive data, not just more impressions.
Every industry is a geek away from being uberized, and agencies are among the most exposed because so much of their work is now automatable. The agencies that come through this well will sell outcomes, data and systems rather than hours. Getting from one model to the other is a strategy problem, and agency owners rarely have anyone outside the business to think it through with. That is the opening.
The agency leaders who make this call
In a small or mid-sized agency the buyer is the founder or owner, sometimes with a managing partner or chief operating officer. In a larger independent agency or holding company unit, it may be the chief executive, the chief strategy officer or a head of growth. Agencies are also unusual because they can be both the buyer and a channel: an owner who works with Jeff can bring the thinking to their own clients. Listen for these moments:
- A major client has moved work in-house or put the retainer out for review.
- The owner wants to launch an AI, data or automation service line but does not want to bet the agency on it.
- Margins are falling even though headcount and revenue look stable.
- The agency is considering a sale, a merger or bringing in a partner.
- Clients keep asking about AI search and the agency does not have a confident answer.
Agency situations where outside strategy changes the answer
These illustrate the reasoning, not results.
A content and SEO agency watches organic traffic for several clients soften as more buyers ask AI assistants instead of searching. The owner could keep selling the same retainer, or rebuild the offer around being cited in AI answers and capturing in-market buyers with predictive data. The engagement decides which, what to charge and what to stop doing.
A paid media agency is being pushed into performance pricing. Before agreeing, the owner wants to know which clients have the data, conversion rates and sales follow-up for performance pricing to be fair. The strategy work sorts clients into those the agency can safely put on performance terms and those it should not.
A creative agency has more AI capability than it sells. Its people are faster than ever, but the agency still bills by the hour. The plan turns that capability into productized packages with clear scope, so speed becomes margin instead of a discount.
An agency owner has built an internal tool clients keep asking to use. That is a Fast Start or Joint Venture conversation, and owners thinking bigger can apply through the Big Idea at jeff-cline.com/idea to see whether they qualify for a larger technology investment.
How to start the conversation with an agency owner
Agency owners spend all day selling. They appreciate someone who asks the questions they ask their own clients:
If AI cut the hours on your retainers in half, would your pricing still work?
When your clients ask whether they show up in ChatGPT answers, what do you tell them today?
Which of your clients would you be comfortable putting on performance pricing, and which would sink you?
You keep building tools for clients. Have you thought about whether one of them is a product?
There is a sensitivity worth respecting: agencies may see parts of the Random Income stack as competition. Position consulting as strategy for the agency's own model, not as a replacement for the agency's services. Many agencies end up reselling or referring stack products themselves.
Partners who already work with agency owners
Fractional chief marketing officers hire and fire agencies and know which ones are struggling. Freelance specialists and contractors who work for several agencies hear the margin conversations firsthand. CPAs and bookkeepers who serve creative and professional-service firms see the financials. Agency brokers and M&A advisers know which owners are preparing to sell. Business coaches, peer group facilitators and mastermind leaders for agency owners hear the same frustrations every month. Podcast hosts and LinkedIn creators in the marketing space are often the first call an owner makes.
If you hold a license, check your profession's rules on referral fees, since some restrict or prohibit them. If you are employed by an agency, check your agreement for non-solicitation and outside-work terms. Disclose the relationship every time.
How referring works, how you are paid and who to skip
Take the free test, get matched and receive a profile page, share link, QR code and back office. Send your link to the agency owner or upload the referral yourself. Random Income schedules the conversation, runs discovery and prepares the proposal, and Jeff leads the work. You can see each click, form and booking request on your referrals.
Strategic Partners are 1099 independent contractors, never employees. Consulting is a stack product paid at 12–20% of retail calculated on redline: 20% when the agency buys entirely online untouched, 12% when an in-house Random Income rep works the deal, and pro-rata to redline if the price is negotiated. Recurring commissions continue as long as the client keeps paying; refunds and chargebacks are deducted. Payouts are made on the 21st of the month after Random Income is paid, once your balance reaches $500, after ID and W-9 upload. Many partners treat this as a 2-hour work week, about two focused hours spent spotting the right moments.
Who not to refer: agencies in a cash crisis that need a lender rather than a strategist, owners who want someone to write their sales pitch, agencies that see every outside view as a threat, and solo freelancers who are not yet running a business with a team.