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AI-moderated interviews

A survey can’t
ask “why?”

So you collect shallow answers and guess at the reasons. ScatterSpoke interviews every respondent instead — it reads each answer, asks the follow-up your sharpest researcher would, and hands back the themes already synthesized. Interview depth, at survey scale.

Start free
No credit card · live in 2 minutes
Decides what to ask next
Themes, scored live
Sprint friction · Agent
live · adapting in real time
412 / 500
Adaptive follow-ups generated from each answer ScatterSpoke
The difference

A form collects what you thought to ask.
An agent finds what you didn't.

Every static survey hits a ceiling: people answer exactly the questions on the page and nothing more. ScatterSpoke listens to each answer and decides — in the moment — where to dig.

Static form
Fixed questions, flat answers
  • Asks the same thing of everyone, whatever they say
  • "Too many meetings" — and the trail goes cold
  • You tag and theme thousands of open-ends by hand
  • Half-finished, one-word, low-effort responses
ScatterSpoke agent
Reads the room, asks the next question
  • Reasons over each answer and branches a unique path per person
  • "Too many meetings" → "which one would you cut?" → the real reason
  • Themes, quotes & frequencies synthesized as results land
  • Gently draws out depth — completion climbs, not craters
The payoff

You don't read the transcripts.
You read the answer.

While responses come in, the agent clusters open-ends into themes, pulls the quotes that prove them, tracks sentiment, and flags the surprising minority you'd have missed in a spreadsheet. Open it and the study is already analyzed.

Why is sprint planning painful? · Synthesis 412 interviews
412
Interviews completed
87%
Completion rate
8.4
Avg. answer depth
Top themes
Backlog prep broke down64%
Planning runs long41%
Tickets lack context33%
Meeting overload23%
"Planning was fine when tickets came prepped — that died when we went async, so the first hour is re-explaining work."— verbatim, theme: backlog prep
Sentiment: 62% negative Surprising minority: 9% would keep every meeting
Agent-native · MCP

Not just AI interviews.
A survey platform agents run end to end.

Generate a survey from a prompt, send it out, and let people — or their assistants — answer over MCP. Static form or adaptive interview, the whole lifecycle is agent-operable. It's the infrastructure you'd never want to build and maintain yourself.

01

Generate

Describe a goal in a sentence; an agent drafts the survey — static form or adaptive interview.

via agent
02

Distribute

Share a link, embed it in your product, or expose the survey itself as an MCP tool.

link · embed · MCP
03

Respond

People answer in chat — or their assistant answers on their behalf, fully over MCP.

chat or MCP
04

Synthesize

Themes, quotes and results come back automatically — read them in-app or pull them over MCP.

results via MCP
The real unlock

Your agents don't crawl transcripts.
They query a context graph.

As answers land, we cluster, theme, score and link every response into a pre-computed context graph. An agent asks one question and gets a synthesized, cited answer back — instead of pulling thousands of raw transcripts into its context window and burning tokens reasoning over them.

~840K
tokens to crawl 412 raw transcripts — slow, lossy, expensive
vs
~2K
tokens for one context-graph query — cited & instant
Price vs. value 64% Reporting unused 41% Onboarding 33% Switched away 23% Context graph
agent ▸ scatterspoke · MCP live
create_survey(goal="why is sprint planning painful?") srv_8fa2 · 12 questions · adaptive interview
respond(survey="srv_8fa2", via="mcp") → respondent's agent answered · 6 turns · depth 8.4
query_context(survey="srv_8fa2", ask="biggest planning blocker?") "backlog prep broke down" · 64% · 3 cited quotes · pre-computed ↳ 2,140 tokens · 18ms — no transcript crawl
Under the hood

Three things the agent does that a form can't

Three capabilities that turn a questionnaire into a conversation — and a pile of responses into an answer.

Adaptive follow-ups

It reads what someone just said and decides what to ask next — pressing on vague answers, chasing the surprises, skipping what doesn’t apply. No branching logic to build. No edge cases to map.

Theme synthesis

Open-ends cluster into themes — each with the quotes that prove it and how often it came up — updating live as answers land. Your week of hand-tagging: gone.

Depth scoring

Every answer gets a substance score — so thin responses get drawn out instead of skewing your data, and you can weight insight by quality.

How it works

From a goal to an answer in three steps

01

Describe what you need to learn

Type the goal in plain language. The agent drafts the interview, objectives, and guardrails — edit anything.

why is sprint planning so painful lately?
02

It interviews everyone, individually

Share one link. Each respondent gets a real conversation that adapts to them — web, mobile, email, or in-product.

JL AO TM DR +408
03

Read the synthesis, not the transcripts

Themes, quotes, sentiment, and the surprising minority surface automatically. Export, share, or query over MCP.

64%
41%
23%
Good questions

Before you start

How is this different from adding an "other: please explain" box?
A text box is a dead end — you read it later, alone, and still end up guessing. ScatterSpoke reads the answer in the moment and asks a tailored follow-up, then another, until the “why” is on the table. That’s an interview, not a longer form.
Will respondents actually finish a conversation?
More often, not less. It feels like a quick chat that actually listens, so completion on a typical study climbs from the low 40s into the high 80s. The agent keeps it short and never asks what it already knows.
Is my data secure, and do you train on it?
ScatterSpoke is SOC 2 Type II and GDPR compliant, with SSO and role-based access on paid plans. Your responses are never used to train shared models — full stop.
What languages does it interview in?
50+ languages, auto-detected per respondent. The agent interviews each person in their own language and synthesizes the themes back in yours.
How long does it take to set up?
Minutes. Describe your goal in a sentence and the agent drafts the interview, objectives, and guardrails. Tweak what you like, share the link, and you're collecting.

See what your surveys never told you.

Spin up an agent interview in minutes. Free to start — interview minutes included.

No credit card · SOC 2 · GDPR