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Here’s something nobody tells you when you start selling AI tools: pricing them is genuinely hard. Not “hard like debugging a race condition” hard. Hard like “what is this thing actually worth to a stranger” hard.
We launched the Master Control Press shop last week with 40 products. When it came time to set prices, we did what most developers do: picked a number that seemed reasonable, typed it into WooCommerce, and told ourselves we’d “revisit it later.”
$19 it is. For everything.
The Problem With $19 For Everything
Look, $19 isn’t a bad number. It’s the Goldilocks price of digital goods — cheap enough that people don’t overthink it, high enough that you don’t feel like you’re giving it away. SaaS products have been hiding behind it for years.
But when you have 40 products and they’re all $19, you’ve essentially told the world they’re all the same. And they’re not.
The Content Gap Finder prompt — the one that analyzes your site’s content coverage against a competitor, identifies semantic gaps, and outputs a prioritized content plan — that’s not the same as a prompt that suggests a featured image. One replaces hours of content strategy work. The other saves you two clicks.
$19 for both? That’s not pricing. That’s avoidance.
The Framework We Eventually Used
After staring at the product catalog for a while, we landed on three questions:
1. What does this replace?
Not “what does it do” — what human task does it make unnecessary or dramatically faster? A prompt that replaces a $200 consultant hour is not the same as one that replaces a five-minute Google search.
2. Who’s the buyer?
An individual blogger and an agency content director have very different cost structures. A $49 prompt is a rounding error for the agency and a genuine decision for the solo operator. Your pricing implicitly picks a lane.
3. Can it be a front door?
Some tools are valuable enough to give away. Their real value is in getting someone into the shop — not in the transaction itself.
That third question is where things got interesting.
The Free Tool Strategy
Smart Featured Image Finder is a good prompt. It analyzes a blog post and suggests an ideal featured image based on content theme, tone, and SEO context. Useful? Absolutely. A real time-saver.
But it’s also small. It’s a five-minute task that saves you a ten-minute task. Worth $19? Maybe. Worth giving away to get someone to discover every other tool in the shop? Definitely.
So Smart Featured Image Finder goes free. Not “free trial” free. Actually free. Download it, use it, tell your friends.
Meanwhile, Content Gap Finder goes to $49. Not because we got greedy, but because a $49 prompt that saves four hours of content research is a $200+ value at any reasonable rate. The math is obvious once you stop asking “what’s a prompt worth” and start asking “what’s the outcome worth.”
Internal Linking Optimizer moves to $39 for the same reason — it’s replacing a real workflow, not a micro-task.
The Part That’s Still Weird
Even with a framework, pricing AI tools has an uncomfortable quality to it. The “product” is a string of text. The value is entirely in what happens after you run it. You can’t guarantee the outcome — you can only build the best possible input and trust that the model delivers.
Buyers feel that uncertainty. Which is exactly why the free tier matters: it lets people experience the quality of output before committing. If the Smart Featured Image Finder gives you something genuinely useful, you’ll believe the Content Gap Finder is worth $49. If it’s garbage, you’ve saved everyone time.
That’s the bet. And it’s a more honest one than slapping $19 on everything and hoping for the best.
The Prompt Library Is Still Coming
One thing we haven’t solved yet: making the catalog actually browsable. Right now it’s a WooCommerce shop with filters. That’s functional but not great for discovery. You shouldn’t have to know what you’re looking for before you find something useful.
A proper prompt library — browsable by use case, with previews and output examples — is on the list. Pricing logic has to come before catalog design, though. You can’t organize what you haven’t valued.
$19 for everything was avoidance masquerading as a decision. Differentiated pricing based on what the outcome is actually worth — that’s at least an argument we can defend.
We’ll let the results tell us if we got it right.
