AI Video Creator Research Survey

We’re researching how AI video creators deal with failed generations, wasted credits, and workflow problems. This survey takes about 2 minutes. Your responses will help us understand which problems are worth solving first.

1. Which AI video generation tools have you used in the last 30 days?

I haven’t used any AI video generation tools in the last 30 days

2. About how many AI video generations do you make in a typical week?

3. About how much do you spend per month on AI video tools or generation credits?

4. Think about your most recent AI video project. About how many generations had to be retried or discarded?

5. What most often causes you to regenerate a shot?

Character identity or face drift

Character position or composition is wrong

The requested action is not followed correctly

Camera movement or framing is wrong

Background or environment changes unexpectedly

Props appear, disappear, move, or change

Style, lighting, or color changes between shots

Multi-character interactions fail

The model misunderstands the prompt

6. What do you usually prepare before generating a video shot?

Character references

I usually generate without much preparation

7. When a generation does not work, what do you usually do?

Add or change reference images

Regenerate with the same model

Switch to another model

Break the shot into simpler shots

Fix it in post-production

8. If a tool could check your storyboard, prompt, and references before you press Generate, what would be most useful?

Identify likely failure points

Automatically improve the prompt

Check continuity between shots

Tell me which references are missing

Suggest when a shot should be split

Recommend the best video model for the shot

Estimate how risky the generation is

9. If this kind of pre-generation check actually reduced failed generations, how would you most likely use it?

Before almost every shot

Only for complex or expensive shots

Only for important projects

I probably wouldn’t use it

10. Tell us about your most frustrating recent AI video generation failure.

Would you like to test an early version of this tool?

Thank you for helping us understand where AI video workflows still break.