Question 1

What makes Pulse different from chat tools?

Accepted Answer

Pulse focuses on change detection over time, not one-off responses. Each report links directly to the sources.

Question 2

Do I need to run it manually?

Accepted Answer

Phase 1 uses manual runs so you control cadence. Phase 2 adds scheduled automation and retries.

Question 3

How do you avoid hallucinations?

Accepted Answer

We only report deltas backed by snapshots and source citations.

Question 4

Who is this for?

Accepted Answer

Builders, founders, and researchers tracking fast-moving domains like frameworks, markets, or compliance.

Answers for builders and researchers