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April 2026 - AIDB AI Pulse Survey

Thank you for filling this survey out! It should take less than 5 minutes. Anyone who contributes will get first access to the results a week before they're available for general consumption. Questions? nlw@aidailybrief.ai
USAGE & MODELS

1. Which AI models did you use this past month (April 2026)? (Select all that apply)

1. Which AI models did you use this past month (April 2026)? (Select all that apply)

2. Which was your most-used model this past month?

2. Which was your most-used model this past month?
A
B
C
D
E
F
G
H
I
J
K

3. How often do you use AI?

3. How often do you use AI?
A
B
C
D
E

4. Roughly how many hours per week do you spend using AI for work?

4. Roughly how many hours per week do you spend using AI for work?
A
B
C
D

5. Compared to last month (March), your AI usage has

5. Compared to last month (March), your AI usage has
A
B
C
VALUE & IMPACT

6. Compared to last month (March), the value you get from AI has:

6. Compared to last month (March), the value you get from AI has:
A
B
C

7. How would you categorize the primary benefit you get from AI?

7. How would you categorize the primary benefit you get from AI?
A
B
C
D
E
F
G
H
I

8. What was your most common use case category this past month?

8. What was your most common use case category this past month?
A
B
C
D
E
F
G
H
I
J
K

9. What was your highest value use case this past month

9. What was your highest value use case this past month
A
B
C
D
E
F
G
H
I
J
K
HOW YOU USE AI

10. Which of the following describes your AI usage this past month? (Select all that apply)

10. Which of the following describes your AI usage this past month? (Select all that apply)

11. Have you used any vibe coding tools (Replit, Lovable, Claude Code, etc)?

11. Have you used any vibe coding tools (Replit, Lovable, Claude Code, etc)?
A
B
C
D
E
ORGANIZATIONAL CONTEXT

12. How would you describe your organization or company's stance on AI?

12. How would you describe your organization or company's stance on AI?
A
B
C
D

13. What's the biggest thing limiting your AI usage?

13. What's the biggest thing limiting your AI usage?
A
B
C
D
E
F
G
ABOUT YOU

14. What is your primary department or function?

14. What is your primary department or function?
A
B
C
D
E
F
G
H
I
J
K
L

15. What's your title level?

15. What's your title level?
A
B
C
D
E
F
G
H

16. How big is your company?

16. How big is your company?
A
B
C
D
E
F
ONE MORE THING

17. Have you used OpenClaw, Claude Code, Codex or another tool to build agents?

17. Have you used OpenClaw, Claude Code, Codex or another tool to build agents?
A
B
C

18. (OPTIONAL) What's one thing AI helped you do this month that surprised you?

Finally, to what email should we send the results?

Thank you so much!