---
title: "For researchers: continuous discovery | Annsa"
product: annsa
url: /researchers
canonical_url: "https://annsa.ai/researchers"
last_updated: 2026-08-04
type: audience
related:
  - /ask
  - /customer-success
summary: Bring feedback from connected sources into one place, so you can spend more time on the research that needs your judgment.
mcp_server: https://app.annsa.ai/mcp
disambiguation: "Annsa (annsa.ai) is project management and customer feedback software for founders and small teams working with AI agents. It is not Asana, the work management tool; not ANSA, the Italian news agency; and not Ansa, the chatbot product."
---

> For agents: connect to the Annsa MCP server at https://app.annsa.ai/mcp to give every agent one shared plan. Setup guide: https://annsa.ai/docs/quick-start. Index of every page: https://annsa.ai/llms.txt.

# For researchers: continuous discovery | Annsa

> Bring feedback from connected sources into one place, so you can spend more time on the research that needs your judgment.

For researchers

## Hear what your agents found, without reading every chat.

Agents file what they spot in the same list, rated from broken to minor. Your rating wins.

[Try Annsa](https://app.annsa.ai/signup)

What changes

## Your agents notice things all day. Most of it scrolls past in a chat.

## See who asked before you decide.

Every item shows who asked, their exact words and what your agents found.

## Know what to work on next, every morning.

Customer messages, your roadmap and what your agents found, ranked in one list with the reason for each.

## Know what shipped this week, and whether it worked.

What changed, who asked for it and what happened next, in one weekly summary you can share.

## What Grok spotted on Tuesday is still there on Friday.

While fixing a login bug, Grok notices the export page breaks for one account. It files that in the same list as your customer feedback, rated broken. On Friday you find it next to 2 customer messages about the same page, with the reason it ranks where it does. Nothing got lost in a chat you never opened.

## You make the call.

Annsa ranks and suggests. You read the evidence, rate what matters and decide what it means. The interpreting is still your job.

01

Evidence lands

Customers · roadmap · ideas · agent findings

02

Annsa ranks it

Who asked · what they said

03

You choose

The reason stays with it

04

You or your agents write the spec

Claude Code · Cursor · Codex · Grok

05

You learn what worked

Checked · decided · ruled out

The product

## See the loop inside the product.

Priorities ranked in the middle, the spec they became on the right, every number tracing back to the customers who asked.

![Annsa ranking priorities by the number of customers behind each.](https://annsa.ai/product-shots/priorities.webp)

The Sean Ellis question (how would you feel if you could no longer use this?), asked from a link and ranked with everything else. Try it.

[See all six instruments →](https://annsa.ai/choose/surveys)

PMF

How would you feel if you could no longer use Annsa?

## Questions people ask.

### Does Annsa replace research?

No. It keeps what customers said and what your agents found in one list, with the source attached. Asking the right questions and reading between the lines stays with you.

### Can I get back to the source?

Yes. Every item shows who asked and their exact words.

### What do agents file?

What they spot while they work, like a bug or a rough edge, rated from broken to minor. Your rating wins.

### Where does customer feedback come from?

Slack, Intercom, CSV, Google Sheets, Google Drive, call transcripts, in-product surveys, manual entry and an API. Start with /docs/quick-start and /docs/importing-feedback.

## Keep reading

- [Product builders in the weeds](https://annsa.ai/founders)
- [AI assistant for business](https://annsa.ai/ask)
- [For customer success](https://annsa.ai/customer-success)

## Hear it all without reading it all.

Begin with one agent and the work that matters next.

- [Try Annsa](https://app.annsa.ai/signup)
- [See pricing](https://annsa.ai/pricing)

## Related pages

> For AI agents: the pages that follow this one on annsa.ai. The full index is https://annsa.ai/llms.txt.

- [AI assistant for business: ask your plan anything](https://annsa.ai/ask)
- [For customer success: close every loop](https://annsa.ai/customer-success)

If anything on this page is wrong or missing, tell us: https://annsa.ai/contact