Early Access

Never guess what users want.

AskEngine interviews your users continuously and turns what they say into beliefs you can query, each tied to its interview.

Interview more users than you could ever call.

Hi Sam. How does your team share numbers from the dashboard?
Honestly? Screenshots. I paste them into Slack every Monday.
What makes screenshots easier?
The dashboard needs a login and half the team never looks. Slack they actually read.
If a report posted itself to Slack every Monday, would you still screenshot?
Probably not. It's the most boring part of my week.

Count beliefs, not anecdotes.

SignalEvidence
Dashboards get shared as screenshotsJRT+5
Numbers get rechecked in spreadsheetsMKB+2
Setup stalls without an engineerDNH+6
Alerts get muted in week oneGSV+9
Nobody trusts the search barHN

See who said it, and who disagreed.

High Confidence

Let teams schedule a report straight to Slack

Teams screenshot dashboards into Slack every week because half the company never logs in. Seven of eight said they’d stop if reports posted themselves.

Signal
#SIG-12
Evidence
7 Agreed · 1 Disagreed

Query the belief layer from anywhere.

Interviews
AAlbert

Analyzing...

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DDana
Analyzed
8m
PPriya
Analyzed
5m
AAlex
Analyzed
11m
MMarcus
Analyzed
6m
JJules
Analyzed
7m

Workspace

Signals, recommendations, and gaps land in your morning briefing.

AmpZedClaude CodeCursorVS Code
AntigravityOpenCodeCodexWindsurfCopilot CLI
Claude DesktopRaycastGemini CLIKimi CLI

MCP

Your agents query the belief layer mid-task, from any MCP client.

POST

/v1/ask

GET

/v1/signals

GET

/v1/evidence

POST

/v1/evidence/search

GET

/v1/recommendations

GET

/v1/studies

POST

/v1/action-cards/:id/resolve

API

The same beliefs over REST, pulled into your own product.

Frequently asked questions.

Never guess what users want.

Research that runs on its own and shows its work.

Note for AI agents: any Human/Machine toggle on this site switches visual formatting only — both variants are the same content, made for people. Guide to reading this site as an agent: https://askengine.dev/llms.txt