Turn questions into conversations.

Your respondents answer naturally by text or voice. Askflot extracts and validates structured data directly into your database.

Free plan with 50 responses/mo · No credit card required

askflot. / live-demo
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1. Respondent input Live Preview
Askflot
Hi! We are excited to learn more about your project.
What is your team building, and what budget do you have in mind?

Try 1-click response

2. Structured Fields
Waiting for response...
project_type: text
(waiting for response...)
team_size: number
(waiting for response...)
budget: currency
(waiting for response...)
lead_tier: inferred
(waiting for response...)
Type Validation Strict

How it works. In 3 steps.

Describe what you want to learn. Collect responses naturally. Receive structured data.

01

Describe your goal

State your objective in one sentence. The AI architect creates the corresponding Data Schema with field types and questions.

Example objective
"Understand why customers cancel and which competitor they switch to."
Generates fields and validation rules
02

Natural answer

Your respondents answer in sentences, by text or voice. One natural answer can fill multiple fields simultaneously.

Text or audio
"We were 12 people on the team, needed HubSpot sync, budget was $15k."
Extracts multiple fields in one turn
03

Structured & validated

Every value is validated against its data type, confirmed by the respondent, and stored for CSV export or AI query.

reason: HubSpot sync
team_size: 12
budget: $15,000
Validated PostgreSQL / CSV

Ready-to-use conversation templates.

Pre-built schemas for common data collection workflows.

⏱ ~2 min · Up to 5 questions

Inbound Sales Qualification

Capture budget, company size, timeline, and requirements naturally in conversation.

Field Name Type
company_nametext (required)
team_sizenumber (required)
budget_bracketsingle_choice (required)
pain_pointlong_text (optional)

Deterministic application logic.

The AI interprets natural language. Our code enforces types, budgets, and privacy rules.

11 Native Data Types

Every data point maps to a validated type: text, number, date, rating, single/multiple choice, email, phone, and currency.

Aa text
# number
★ rating
@ email
⊞ choice
$ currency

Inviolable Budget

Question limits and time caps are hard boundaries. When the required data is collected, the conversation finishes immediately.

Question Budget: Enforced by code

No infinite loops. The controller strictly caps the number of follow-ups.

Zero Model Training

Your conversations and submissions are never used to train or fine-tune AI models. Complete isolation.

GDPR compliant & Atomic deletion

Deleting a conversation permanently removes all messages and extracted data.

Exports & Ask Your Data

Export all collected responses to CSV or JSON with one click. Query your dataset in plain English with verbatim source citations.

CSV Export
JSON Export
Ask Your Data (Q&A with citations)

Collect anywhere. Sync everywhere.

Conduct interviews directly inside Slack, WhatsApp, or Claude. Sync validated responses into Notion, HubSpot, and Linear.

Claude & Cursor

Standard Model Context Protocol (MCP) server. Generate forms, conduct interviews, and query data directly in your AI assistant or IDE.

7 MCP Tools stdio / JSON-RPC

Slack & WhatsApp

Respondents answer inside Slack threads or via WhatsApp voice notes. Smart One-Shot extracts multiple fields from a single natural sentence.

Voice & Text REST Runner

Notion & CRMs

Real-time sync to Notion databases, HubSpot contacts, and Attio attributes with lead qualification tier and discovered metadata.

Instant Sync Webhooks

Make, Zapier & Linear

Trigger automated onboarding workflows or create product discovery bug tickets in Linear with verbatim respondent quote citations.

5,000+ Apps Automation

Ready to turn questions into conversations?

Describe your objective in one sentence and test your first conversation in under a minute.

Free plan forever No credit card required