Manual delivery samples and cost sheet tutorial
A week 2 tutorial for collect real feedback through one inspectable output.
When this is the right output
Use this after real inputs arrive but before building a full product.
Prepare before you start
- Week-one output and feedback log
- 1-2 people willing to keep talking or testing
- Real material needed for this week's output
Public case breakdown
How Photo AI turned an imperfect early product into paid demand
The public breakdown emphasizes that early outputs were imperfect, but users paid anyway. The founder then fixed bugs, improved quality, and added photo packs based on real usage.
Source
Indie Hackers Photo AI deep diveThe public deep dive says Photo AI reached about $5.4K MRR in week one and $100K+ MRR by month 18
Key moves
Sell a clear result
The offer was not an AI model; it was AI photoshoots and headshots.
Use paying-user feedback
Payment signals are stronger than free curiosity.
Ship continuously
Fix issues, add use cases, and improve output quality.
What to copy for a form MVP
The MVP can be manual
Users want the result, not your automated backend.
Do not validate free forever
Test small payment, prepayment, or repeat-use intent.
Distribution is the constraint
Without an audience, niche down or do direct outreach.
Safe small version
Collect inputs by form
Ask only for fields needed to produce the result.
Deliver manually 3 times
Record processing time, edits, and feedback.
Test a pilot price
Use a small paid pilot to decide whether to build.
Do not copy Photo AI's surface. Copy paid validation, iteration, and distribution discipline.
Build the first version
Pick the strongest signal
Choose the person closest to real demand from week-one replies, forms, or DMs.
Collect real material
Ask only for material needed to create this week's output.
Deliver once
Use AI plus manual review to create a result the user can inspect.
Record feedback
Ask what is usable, what is not trusted yet, and whether they want the next step.
Copy-ready templates
Feedback questions
Which part can you use directly? What is not trustworthy yet? If we continue, what should version two change first?
Delivery log
Input material, process, human edits, delivery time, user feedback, next-step intent.
How to decide the next step
Continue when
- Users submit again or refer someone
- You can name the costliest step
- At least one user shows prepaid or purchase intent
Change direction when
- Feedback is polite but creates no next material or trial intent.
- The result does not enter a real workflow.
- Every delivery feels like a new custom project.
Return to the result after you finish this output
In week two, deliver manually with AI, record cost per job, and identify what deserves automation.