AI survey programming agent

Your survey,
programmed by an AI agent.

Give Aayvu your questionnaire β€” a Word doc, a PDF, even a rough brief. The agent builds the complete survey: the right question types, logic, validation, translations. You review it, refine it, launch it. No programming queue. No waiting.

You stay in control Β· Works with your AI key Β· Early access

✳ Aayvu agent● working
Reading your questionnairebrand_tracker_Q3.docx Β· 40 questions detected
Building questionspicking types, options, scales
Wiring logicscreening, branching, piping, validation
Ready for your review11 logic rules connected Β· 0 conflicts
How it works

The agent builds. You review.

1

You upload

Drop in your questionnaire β€” a Word doc, a PDF, even a rough brief of the study.

β†’
2

The agent builds

Aayvu's AI agent programs the full survey: question types, options, scales, screening, branching, piping, validation.

β†’
3

You review

Refine anything in the visual editor, test the flow as a respondent, then launch when it's right.

Why teams switch

Do the math on your
programming backlog.

Every survey waiting on a programmer is a decision delayed. Drag the sliders β€” here's roughly what changes.

8
10 h

Rough estimates β€” your mileage will vary. With Aayvu we count ~30 min of your review time per survey.

Manual
80 h/mo
With Aayvu
4 h/mo

Shared scale: 0–2,400 hours/month.

You get back 76 hours every month.

That's about 9 full work-days.

No programming queue

Surveys stop waiting on the one person who knows the scripting tool. Anyone on the research team can ship.

Researchers own it end-to-end

The person who designed the study programs the study. Nothing gets lost between a spec doc and a programmer's interpretation.

Iterate the same day

Client wants Q14 reworded and the logic re-wired? Ask the agent, review the change, done β€” not re-briefed and re-quoted.

Use cases

Built for the studies
you actually run.

From quick pulses to complex multi-market trackers β€” if it's market research, Aayvu speaks its language.

Translations

One survey.
Every language.

Run the same study across markets without the copy-paste marathon.

πŸ”

Extracted automatically

Every question, option, and scale label is captured for translation β€” nothing to hunt down.

πŸ‘€

Reviewed by humans

Check and approve each translation in a dedicated review step before it goes live.

πŸ”„

Stays in sync

Edit the source text later and only the changed bits need re-translation.

Features

An editor that does
the heavy lifting.

Click through what the agent β€” and the editor around it β€” can do.

Tell it what to change. It changes it.

The agent doesn't just generate once β€” it edits on instruction. "Rewrite Q7 to sound neutral." "Add a screening question for pet owners." "Re-wire the logic after Q12." Describe it in plain language; the agent rebuilds it.

  • βœ“Prompt-driven edits across questions, logic, and flow
  • βœ“Bring your own AI key β€” OpenAI-compatible models, AWS Bedrock, and more
  • βœ“Every change is reviewable before it goes live
Learn more about the AI agent editor β†’
"Make Q7 a 1–7 scale instead, and only ask it of promoters."
✳
Done. Q7 is now a 1–7 rating, shown only when Q6 β‰₯ 9. Logic re-wired, validation updated.

Every question you'll ever need.

Pick a category β€” every type works with logic, validation, and translations out of the box.

Learn more about question types β†’

Catch breaks before respondents do.

Walk through the survey exactly as a respondent would β€” try every branch, trigger every validation β€” and let Aayvu flag logic conflicts before a single real response.

  • βœ“Respondent test mode with full logic simulation
  • βœ“Automatic conflict detection across rules
  • βœ“Validation preview for every required field
Learn more about testing & QA β†’
Test pass Β· completeWalked 40 questions Β· 11 branches taken
Logic checkβœ“ 0 conflicts found
Validation checkβœ“ all required fields reachable

On brand, automatically.

Surveys that look like you sent them. Set your colors, fonts, and logo once β€” every survey inherits the brand.

  • βœ“Custom themes: colors, typography, styling
  • βœ“Your logo on every respondent-facing page
  • βœ“Clean, mobile-friendly layouts by default
Learn more about themes & branding β†’

Acme Insights theme Β· applied to 12 surveys

Q3 Β· How satisfied are you?
β˜…β˜…β˜…β˜…β˜…

Full control of your sample.

Cap completes per segment and decide exactly what happens when a quota fills or a respondent screens out β€” routed gracefully, never a dead end.

  • βœ“Quotas by any segment: age, region, behavior
  • βœ“Screen-outs and over-quotas handled politely
  • βœ“Live quota monitoring while fieldwork runs
Learn more about quota management β†’
Quota Β· 18–34 Β· Mumbai
216 / 300 completes
Quota Β· 35+ Β· Delhi
300 / 300 Β· full β†’ new entrants screened

Run research like a team.

One place to manage who can do what β€” users and roles, projects and workspaces, all under your control.

  • βœ“Users and admin roles
  • βœ“Projects and workspaces per team or client
  • βœ“Usage and activity in one dashboard
Learn more about admin controls β†’
Workspace Β· Acme Insights14 projects Β· 6 members
Roles2 admins Β· 4 researchers
This month32 surveys generated
Better questions. Closer answers.

Curious what the agent
would build for you?

Send over a questionnaire β€” we'll show you the agent's version.

Get early access β†’
Contact

Talk to us.

Questions, early access, partnerships, support β€” a real human replies.

πŸ“¬ Email us directly

founders@aayvu.io

⚑ Early access

We're onboarding research teams in waves. Tell us about your work and we'll get you set up β€” most teams see their first agent-built survey within a day.

πŸ• What to expect

  • We reply within one business day.
  • Onboarding is a 30-minute call.
  • Bring a questionnaire β€” see the agent build it live.
Is Aayvu available now?

We're in early access, onboarding research teams in waves. Request access above β€” usually just a few days.

Do I need my own AI key?

No β€” Aayvu works out of the box. If your company prefers its own provider, bring your key (OpenAI-compatible, AWS Bedrock, and more).

What does it cost?

Pricing is being finalized during early access. Early-access teams lock in founding pricing β€” ask us about it.