11 weeks ago I had nothing.
A blank Figma file. A notion that AI video was crowded but the category was not yet defined. No team. No money. No clear path.
Today, 5,200 creators on the waitlist, 12 agencies in LOI, a moat thesis investors are racing to fund, and a product architecture that is 12 months ahead of any wrapper trying to retrofit a loop.
This is the operator playbook I used to get from blank Figma to category-defining moat in 11 weeks. Seven steps. In order. With the reasoning behind each one.
Step 1: stop building, start asking (weeks 1 to 2)
The single highest-leverage thing I did in week 1 was put the design tool away and book interview calls.
Twenty calls in the first 7 days. Forty more by day 14. Each call was 30 to 45 minutes. Each had the same three questions:
- What is the actual time you spend per video, idea to live post
- What is breaking inside that workflow, ranked
- What would you pay to make the top item go away
The third question is the one most founders skip. It separates pain that is real from pain that is theoretical. People will complain about almost anything. They will only pay to fix the actual cost driver.
Lesson: the first 4 weeks of a build are interviews, not product. If you are wireframing before interview 40, you are guessing.
Step 2: find the structural number (weeks 2 to 3)
Somewhere in your interview data, there is a number that nobody is solving.
For ENCORE, the number was 3 hours 15 minutes per video. It was the same across creator niches, follower counts, tool stacks. It was structural.
Most founders find their structural number around interview 25 to 35. The pattern emerges when the variance across interviews collapses to a single answer.
If you cannot find a structural number, you do not have a real problem to solve. Stop building. Go run another 20 interviews with different audiences. Or pivot.
The 3 hours 15 minutes structural number is the foundation of the entire ENCORE thesis.
Step 3: name the category, not the product (week 3)
Once you have the structural number, the next move is to name the category that is going to absorb it.
For ENCORE, the category name became "the loop." Not "AI video." Not "creator productivity." Not "video editing 2.0." The loop is the structural thing that makes the 3 hours 15 minutes go to 90 seconds. The product is whatever ships the loop.
The category name does two things.
One. It tells investors what bucket to put you in (and which buckets to ignore you for).
Two. It tells customers why your product is different from the next wrapper they will see this month.
If you name your category after a feature ("AI editing app"), you are competing in a saturated bucket. If you name your category after the structural change ("the loop"), you are the only one in your bucket.
Step 4: build the moat first, the product second (weeks 4 to 6)
The temptation is to ship a wrapper for fast time to market.
I almost did this. Then I asked myself: in 12 months, when the wrapper category is fully commoditized, what does this company have left.
The answer was "the multi-vendor router and the Brand Brain." Those are the moat. They take longer to build than a wrapper, but they are what no competitor can replicate with a feature copy.
I committed to shipping the moat in v1. The product was 3 weeks slower than the wrapper path. The moat was permanent.
The full argument for picking the loop over a better generator is here.
Step 5: validate price with real money signals (week 7)
Most founders skip pricing validation. They put a number on the deck and hope.
I ran a structured survey of 800 creators with seven price points. The expected revenue per visitor curve gave me the answer in 36 hours. $129 won. $99 came second. $149 dropped sharply.
The willingness to pay at $129 was 63%. That number became the marketing line.
The 36 hours of survey work saved me from launching at $99 and leaving 22% expected revenue on the table.
The full price-anchor math is in this post.
Step 6: build in public from day 1 (weeks 7 to 11)
I almost did not.
The build-in-public strategy makes you vulnerable. Every metric is public. Every miss is visible. Every iteration is scrutinized.
I committed to it anyway because the math is too good. Build-in-public on LinkedIn and X drove $1.40 cost-per-waitlist-signup. Paid acquisition would have been $20 to $40. The 14x difference compounds into a runway extension.
The trick is to share the structural insights, not the company milestones. "We raised $500k" is boring. "The 3 hours 15 minutes is structural" goes viral.
Lesson: build-in-public is content marketing executed by the founder, not the marketing team. The founder has to be the voice or it does not work.
Step 7: anchor the moat with a launch promise (week 11)
The waitlist cap at 10,000 is intentional.
It is also a moat-anchoring tactic. Capping the launch means our first 10,000 customers get a hands-on onboarding (which makes our Twin Mode enrollment promise reliable). That promise becomes the brand differentiator.
The pattern: pick a hard quality bar. Make the cap real. Use scarcity to lock the early audience. Trust that the audience will recommend you out of the cap.
If you do not cap, you grow faster but your churn is higher and your reputation is softer. Capping forces selection of the right early audience.
The cumulative effect
Seven steps. 11 weeks. Blank Figma to category-defining moat.
The structural number gave me the problem. The category name gave me the position. The moat-first architecture gave me the durable advantage. The price validation gave me the unit economics. The build-in-public motion gave me the audience. The cap gave me the launch promise.
Each step compounds the next. Skip any of them and the playbook breaks.
What to do with this
If you are a founder reading this, three implications.
One. Pause your wireframing. Book 40 interviews. Find your structural number.
Two. Name your category. Make sure it is structural, not feature-based.
Three. Build the moat from day 1, even if it costs you 3 weeks of speed. The 12-month payback is worth it.
The full operator timeline from the ENCORE build is in the 11 weeks operator notes. If you want the broader builder advice for the AI creator economy, it lives in what I would tell a founder building in 2026.
Reserve your spot on the ENCORE waitlist → if you want to watch the moat compound in real time.