AI has made product capability easy to copy. What still sets a company apart is a story that changes how buyers see the problem, and most founders have not built one yet.
Use the Free ToolsAI is now the platform most new software is built on. Founders work with the same foundation models and reach for the same capabilities, so a technical lead that once took years to build can be matched far sooner than it used to be.
The technical moat you spent years building can now be matched in months.
The feature you launched with can be replicated in a sprint.
A "10x better" product story carries less weight when every competitor builds on the same models.
I do not expect this to reverse. It is the condition founders now build in.
Competing in an established category carries a cost that rarely shows up as a line item. I call it the competition tax, and it tends to arrive in three forms.
Buyers weigh you against alternatives they already know, and you compete for budget that already belongs to someone else.
You bid for the same keywords and attention as established competitors, in channels crowded with content written for answer engines.
Feature-by-feature comparisons tend to push prices down rather than up.
Because the tax is spread across the sales cycle, the marketing budget, and the discount column, it is easy to underestimate. The best way to size it is with your own numbers: how long your deals take, how often they come down to a comparison, and how much you give up on price to win.
Companies that define their own category tend to pay less of it. They change the terms of the comparison, and they give buyers a reason to create new budget rather than reallocate an existing one.
When capability is easy to copy, narrative becomes one of the few advantages a competitor cannot reproduce in a sprint.
By narrative I do not mean messaging, a tagline, or thought leadership. I mean the story that changes how people see the problem, the solution, and their own place in it.
A narrative no longer lives in a launch deck. It is refined in public, through the founder's writing and conversations, as the market responds.
What you build, what you publish, and how you explain the problem all tell the same story. Product development and market education happen together.
This is hard to outsource. Buyers can tell a real point of view from generated content, and the founder usually understands the problem better than anyone else in the company.
The old playbook assumed time: time to build network effects, establish switching costs, and accumulate proprietary data.
That time is shorter now.
Network effects, platform lock-in, and proprietary data still matter, but for many companies they have become the baseline for staying in the game rather than a lasting lead.
What matters more is moat velocity: how quickly a company can establish a meaningful difference in the market's mind before the platform makes its current advantage common.
Marketing teams are working hard to get their products mentioned in ChatGPT, Perplexity, and other AI-powered search. That race adds a new kind of urgency to getting your category story into the market early.
Answer engines reward visibility as much as quality. A product that looks polished but would not meet enterprise standards can earn as much of their attention as a better one, simply by publishing more.
It does not need to be better. It only needs to be visible to answer engines.
Once an answer engine forms a view of a category, it repeats that view to every buyer who asks. A summary like that shapes how a buyer understands the category itself, which makes it harder to dislodge than a search ranking.
Founders who publish a clear category point of view early give those systems something accurate to learn from.
The next category leader may not be venture-backed at all. Many will be founders with good ideas who can build quickly and, just as important, explain quickly.
There is rarely a single lightning-strike launch anymore, and few founders can wait eighteen months for a category design process to finish.
Categories now tend to emerge from the steady work of explaining an idea in public, one post, conversation, and customer at a time.
Building in private and launching in public is giving way to building both the product and the narrative in the open, and adjusting each as the market responds.
The method, the tools, and the essays are free. Start wherever is most useful.
How the playbook evolved, from Play Bigger to positioning to narrative, and the five ideas behind this approach.
Read the Method →Who is behind this project, and why I built it after twenty years in B2B software and legal technology.
About Me →The frameworks, tools, and essays here are free. You do not need a large consulting budget, an eighteen-month process, or top-tier venture backing to start.
You need a clear point of view and the commitment to share it consistently.
Start with the Canvas