When a client asks for an AI discount, offer more work, not a lower price

Cynomi, which sells software to managed security providers, had an independent research firm survey 200 provider leaders and 200 clients in the US in August. The clients work at firms with 10 to 500 staff, so these are small and mid-sized buyers, not procurement departments. Asked what should happen to the price when their provider gets significantly more efficient through AI, 54% said keep it the same and improve quality. Another 30% said keep it the same and add services. Only 15% wanted a lower price.

“Clients will pay less for the same thing. Don't sell the same thing.”

It's one sector and a vendor's survey, so read it as a signal, not a law. But it matches what agencies themselves report. Productive, which makes agency management software, surveyed 174 of its agency and consultancy customers in March. Some clients were asking for AI discounts, but no more often than six months earlier.

What clients are actually asking for

The pressure is real, but it's specific. Teamwork.com, another software vendor, surveyed more than 1,000 senior business leaders and found one in three businesses believe AI can replace external experts. In the same research, 66% of service providers said clients are becoming more demanding while less willing to pay.

The clearest picture comes from Source, the professional services research firm. In a late-2025 survey of more than 50 senior tax clients at large US companies, 66% expected to pay less for an AI-enabled, like-for-like tax service. All of them expected to pay more for an AI-enabled firm "if more value is generated as a result".

That's the whole game. Clients will pay less for the same thing. Don't sell the same thing.

Cynomi also asked clients what they expect from a provider that uses AI. Lower costs came last, at 24%. Ahead of it: better reporting (60%), faster delivery (59%), better outcomes (55%) and more proactive recommendations (54%). That's your shopping list, written by clients. Much of it is cheap to produce once AI has freed up the hours.

Meanwhile 89% of the providers hadn't changed their prices because of AI. Another 10% had raised them. None had cut them. The question is whether the client can see what that price now buys.

The play: hold the fee, change what it buys

Five steps a 5 to 50 person firm can run before its next renewals.

1. Get your own number first. Pick two recurring deliverables and compare the hours they took a year ago with the hours now, from your timesheets. You need one honest figure, not a study.
2. Pick one addition from the client's list. A one-page monthly update the client can forward to their boss. A ranked 90-day plan. A short note when something in their market changes. It should be dated, named and visible.
3. Rewrite the scope around outputs, not hours. If your proposal says "40 hours a month", AI turns every renewal into an argument about the hours. If it says "monthly report, two campaigns, quarterly review", the conversation is about the work.
4. Add a "changed since last renewal" line to the renewal document: what you added, when it started, when you'll review it.
5. If they still want money off, trade scope, not percentages. Drop a deliverable and keep the rate. A discount becomes the starting point for next year's negotiation. A dropped deliverable can come back.

Here's how we'd answer the question on the call, with your numbers in the brackets:

"Yes, we use AI on [the monthly report and first drafts]. It's cut [the report from a day to about two hours]. We've put that time into [a one-page update for your board each month and a 90-day plan each quarter], which you'll have seen since [September]. The fee stays at [£4,500]. If you'd rather have a lower fee, we can drop [the 90-day plan] and take [£400] off. Which is more useful to you?"

Notice the last line. You're asking what they wanted the savings for. If Cynomi's numbers hold, most will pick the work over the money.

The risk and the cost

Not every line of work will hold its price. Digiday's reporting on agency pay last year named content production and research as the likeliest places for clients to trim fees, because that's where AI has visibly saved time. If most of your revenue is production priced by the asset, expect the per-unit price to fall, and move your margin into the planning and judgement around it.

Adding deliverables also spends some of the margin AI gave you. Three in four of Cynomi's providers expect AI to show up as higher margins. Pick additions that are cheap for you and visible to the client. A forwardable one-pager beats a 30-page audit nobody reads.

And holding the price only works if you can show the work. "AI hasn't affected our pricing" is the worst answer, because the client knows it's not quite true. Among agencies still implementing AI, Productive found 61% were still figuring out the right pricing model, up from 47%. Being the one with a clear answer is an advantage in itself.

This week

List every client with a renewal in the next two quarters. For each one, write the "changed since last renewal" line now, before they ask. If you can't write it, that's the client most likely to ask for money off. Start there.