Your survey,
talked through
before it's sent.
Survey Craft is an AI chat persona on AURVEK for anyone about to launch a survey — founders, HR teams, students, researchers. You bring the draft or the idea; it brings the methodology questions, in plain conversation.
Honest framing up front: it reasons from the assumptions you give it — it is not statistical software, and every number it suggests is yours to verify.
What brings you to the board today?
All fair game for the chat.
Bad surveys waste everyone's time
Sticky notes from survey projects that went wrong. Any of these look familiar?
"Is this question leading? I genuinely can't tell anymore."
"We collected two thousand responses and the data is basically useless."
"How many people do we actually need to ask for this to mean something?"
"The boss wants a 50-question survey. I know that's too long."
"Likert? Semantic differential? NPS? Why are there so many options?"
"Our response rate was 4%. Something went very wrong."
What Survey Craft is — and isn't
One column matters more than the other. Read both.
What it is
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A specialized chat persona inside the shared AURVEK webchat, tuned for survey methodology.
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A thinking partner that asks about your objective, your audience, and how you'll use the results — before it answers.
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A second pair of eyes for wording, scale choices, sampling assumptions, and bias risks — in plain language.
What it is not
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Not an app or a survey builder. It doesn't host, send, or collect anything — you build the survey in your own tool.
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Not statistical software. It applies standard formulas to your assumptions and shows its reasoning; it doesn't guarantee exact computations.
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Not a consultant replacement. For high-stakes research it's a first pass, not the final word.
Three steps, all conversation
1 · Open the chat
Pick Survey Craft inside AURVEK and it opens in the same webchat as every other persona. Nothing to install.
2 · Describe or paste
Explain your survey, or paste your draft questions and results as plain text. The chat can't receive file uploads, so text it is.
3 · Iterate and take it with you
Refine wording, scales, and sampling together. Then copy the results into your survey tool — the conversation stays saved in your account.
What a conversation looks like
Example conversation — demo. Replies shortened for this page; in the real chat they're longer and it asks follow-up questions.
I'm drafting a customer satisfaction survey. Is this question okay: "Don't you think our product is easy to use?"
That phrasing pushes people toward agreeing — a classic leading question. A neutral version: "How would you rate the ease of use of our product?" with a 5-point scale from Very difficult to Very easy. You get measurable data without steering the answer.
We have about 5,000 employees. How many responses do I need for the engagement survey to mean something?
Let's work it through. With your population of 5,000 and common assumptions — 95% confidence, ±5% margin of error, an even split (p = 0.5) — the standard formula lands near 357 responses. At ±3% it climbs toward 880. Treat those as estimates from those assumptions, and confirm the arithmetic with a sample-size calculator before you commit.
Our staff survey always comes back over 90% positive. Should I trust that?
Worth questioning. If employees doubt the survey is anonymous, socially desirable answering is likely. Things to consider: who collects the data, how anonymity is communicated, indirect question wording, and whether sensitive items need different handling.
NPS or a plain satisfaction scale after a purchase?
Depends what you'll do with it. NPS gives a benchmarkable loyalty number but not the reasons behind it. A 5-point satisfaction item plus one open "why?" question gives you more to act on. Many teams combine them — tell me your goal and we can sketch the question set.
What you leave the chat with
Everything below is text in a conversation — advice you read, question, and copy out. Nothing is generated as a separate product.
Cleaner question wording
Leading, loaded, or double-barreled questions rewritten as neutral alternatives, with the reasoning explained.
A scale that fits
Likert, semantic differential, NPS, ranking, or open-ended — matched to what you actually need to measure.
Sample-size reasoning
The standard formula applied to your population and assumptions, shown step by step so you can verify it before relying on it.
Bias risks flagged
Likely sources of response, selection, or social-desirability bias in your design, plus practical ways to reduce them.
Help reading results
Patterns, caveats, and sensible next steps for results you paste into the chat as text.
A distribution plan
Ideas for reaching your target respondents and improving response rates, talked through in the conversation.
What it does not do
So there are no surprises after you open the chat:
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Run surveys. It doesn't build forms, send invitations, or collect responses. Your survey lives in whatever tool you already use.
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Receive uploads. You can't upload files, documents, or screenshots to this chat — paste the text you want it to look at.
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Talk to your other tools. It won't connect to your survey platform or anything else — it only sees what you type or paste.
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Guarantee exact numbers. Sample sizes and statistics come from standard formulas applied to your assumptions. Verify the math — with a calculator or a statistician — before acting on it.
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Talk by voice. No voice is configured for this persona — it's a text conversation.
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Follow up on its own. It doesn't watch your survey after launch or check back later; each conversation only contains what you put in it.
What it costs to use
Opening the chat
No payment required to open this prompt. There is no subscription and nothing to purchase before you start — you open the conversation and type.
While you chat
Conversation usage consumes your balance according to the model used. Each message you send draws from your AURVEK wallet balance.
Good to know
Two things that depend on your settings.
If you enable web search
Web search is a user toggle in the chat. With it on, Survey Craft can look things up while you talk — say, a published response-rate benchmark. With it off, it relies on built-in knowledge, which can be outdated.
What it remembers
Your conversation history is saved to your AURVEK account, so you can return to earlier threads and continue. It remembers what's written in the conversation — and nothing beyond it.
Frequently asked questions
About Survey Craft itself. For survey questions, ask the persona.
Ready to pressure-test
that survey?
Describe your project or paste your draft. Survey Craft will ask the questions a methodologist would — and you're still the one who checks the numbers.
Try opening with something like:
No payment required to open this prompt. Conversation usage consumes your balance according to the model used.