Almost every AI services vendor now says "outcome-based" somewhere on their pricing page. Most of them are still billing by the hour underneath it. Here is how to tell which one you are looking at, in under five minutes.
Key takeaways
- The single fastest tell: does the price change if the work takes longer than expected? If yes, it's a day rate with an outcome label on it.
- Real outcome pricing publishes a number, or a tight range, tied to a defined scope — before a discovery call, not after one.
- Watch for "T&M with a cap" dressed up as outcome pricing — the cap protects the vendor's downside, not yours.
- A change-of-scope process disclosed upfront is a good sign. A pricing page silent on scope change is not.
Six tells of a hidden day-rate model
1. The price only appears after a discovery call, and the call is framed as necessary to "scope the engagement" rather than to confirm a published rate card.
2. Any mention of "sprints," "story points," or "capacity" in the pricing language — these are units of time and effort, not units of outcome.
3. A cap on hours or a "not-to-exceed" figure, presented as the headline price. A cap limits the vendor's downside; it does not commit them to a fixed number.
4. Change requests are priced separately, on request, with no disclosed process or rate. This is where day-rate economics quietly re-enter after the headline price was agreed.
5. The word "outcome" appears in marketing copy but nowhere in the actual commercial terms or contract clauses.
6. Milestones are dated rather than defined — "Phase 2 complete by March" instead of "checkout flow passes acceptance tests." A dated milestone pays out on the calendar, not on delivery.
Six tells of a real outcome model
1. A published number or tight range against a defined scope, visible before you get on a call — the call is to confirm scope, not to discover the price.
2. The price is described in terms of what you get, not how long it will take to get it.
3. A change-of-scope process is disclosed on the pricing page itself, not held back for the contract's fine print.
4. Milestones are described as testable conditions, not calendar dates.
5. The pricing page tells you what happens if the engagement runs long on the vendor's side — ideally, that it costs the vendor, not you.
6. There is a stated exit option — what happens, and what it costs, if you want to stop after a milestone.
The one question that resolves most ambiguity
If a pricing page still leaves you unsure after the checklist above, there is one question that resolves almost every remaining case: "if this takes you twice as long as you expect, what happens to my invoice?" Under a real outcome model, the answer is "nothing — the price was for the outcome." Under a disguised day rate, the answer involves the word "reasonable," a change order, or a phone call. Neither answer is dishonest. Only one of them was on the pricing page to begin with.
Outcome-priced from day one
See what this would cost at Effektiv pace.
Pick a project that finished or stalled. Show us a quote you've received or an invoice you've paid. We'll price the same scope on outcomes, not hours.