What does it cost to market an AI tool?
What the channels available to a developer tool charge for, why paid social prices the way it does, and how to tell which one you are ready for.
Updated
The short version
- Paid social charges per thousand impressions, and an impression counts when the ad is served whether or not anyone watched it.
- Developer tools price high on paid social because the targeting is narrow and the people you want are expensive to reach in a consumer feed.
- Creator distribution charges per thousand views of a real post, which is a stricter unit than an impression.
- A tool that shows its result on screen in a few seconds is cheaper to market than one that needs explaining first.
- The cost that matters is per person who tried the product, not per impression, and the two can differ by an order of magnitude.
What do the channels actually charge for?
Different units, which is why quoted numbers rarely compare. Paid social sells impressions. Sponsorships sell a placement. Creator distribution sells views on published posts.
An impression is counted when your ad is served into a feed. Nobody has to watch it, and on a muted autoplay surface most people do not. A view on a published post is counted by the platform after someone has actually watched, which is why the two numbers are not interchangeable even when they look like the same kind of figure.
- Paid social: per thousand impressions, served whether or not anyone watched
- Search ads: per click, priced by how many competitors want the same keyword
- Sponsorships: a flat fee for one placement with one audience
- Creator distribution: per thousand views on an approved, published post
What makes an AI tool cheap or expensive to market?
How fast it shows a result. A tool where someone types a prompt and watches the output appear can be understood in the first few seconds of a video, so the footage does the selling and no explanation has to be bought.
A tool whose value only shows up after setup, or across a week of use, needs more from every video. That is still workable, and it costs more per person reached because fewer viewers stay long enough.
Does the product have to be visual?
It has to be showable on a screen, which almost every software product is. A command line finishing a job in two seconds is as watchable as a rendered image appearing, because the thing being demonstrated is the time saved.
Does anyone need to be on camera?
No, and a face makes the video harder to scale. A screen recording with voiceover can be made by hundreds of creators at once; a talking head ties the video to one person and one account.
How does creator distribution price differently?
You agree a rate per thousand views and a scope, and those two numbers give you the number of views the campaign owes you. The count is views on posts that passed review, so a video nobody watched costs nothing.
The practical difference from an ad buy is where the risk sits. On paid social you carry the risk that the creative underperforms, because you paid for the impressions either way. Here the posts keep coming until the agreed number of views has been delivered.
Published posts also stay up. A clip that earns views in week one is still on the account in week six, still reaching people who were never in any audience you targeted.
Which should you buy first?
Whichever matches what you need the spend to do. Paid search is the right buy when people are already looking for a tool like yours and you want to be the result they find. Paid social is the right buy when you need volume on a specific date and you can afford to pay for the impressions that miss.
Creator distribution is the right buy when the product is best understood by watching it work, and when you want the reach to keep accumulating after the campaign is running. Most tools we work with run it alongside search rather than instead of it.
Questions we get asked
- How much should it cost to market an AI developer tool?
- It depends on the unit you are buying. Paid social charges per thousand impressions and prices higher for narrow technical audiences. Creator distribution charges per thousand views on published posts. Compare the cost per person who actually tried the product rather than the headline rate.
- Is paid social worth it for a SaaS product?
- It is worth it when you need reach on a known date and your product is understood quickly. It is poor value when the targeting is so narrow that most served impressions reach people who would never buy, because you pay for those too.
- What is the cheapest way to market a developer tool?
- Showing it working, as often as possible, in places people already watch short video. The footage is cheap because the product is already on a screen, and the cost per person reached falls as more creators post different versions of it.
- How long before marketing spend shows results?
- Paid search and paid social show results while they are running. Creator distribution starts delivering views within days of the first posts and keeps accumulating, because the posts stay up and keep reaching new people.