Customer language
What keeps frustrating people?Discussions · Reviews
Market research for builders
Know if your SaaS should exist before you build it.
Connect Dowsr to the AI agent you already use. It can reach market data that web search cannot collect, so you can test the idea before spending weeks building it.
Join for product updates and early access.
Product walkthrough
See the research from question to decision.
A complete Dowsr research flow will live here.
The blind spot
Web search is not market research.
A web search finds pages and fetches a small set of results. That is useful, but it is only the visible surface of a market.
The evidence you need may sit in complete discussion histories, review archives, ad libraries, job feeds, company records, app stores, and datasets spread across many pages.
Good at finding the public pages that are easy to reach.
- Indexed pages
- Top results
- Small samples
Built to collect the evidence those pages leave out.
- Structured data
- Historical evidence
- Results across many pages
Without that coverage, a polished answer can still be based on an incomplete market.
What Dowsr reaches
Give your agent more of the market to inspect.
A useful decision rarely comes from one signal. Dowsr is built to bring different kinds of evidence into the same research conversation.
Important findings keep their source, date, and limits.
Conversations
Read the posts and comments where people describe the problem in their own words.
Customer reviews
Compare B2B, consumer, and app reviews to find recurring complaints and missing features.
Search demand
See what people search for, how interest changes, and whether the intent looks commercial.
Jobs and buyer requests
Find job posts, freelance missions, direct client requests, budgets, and dates.
Competition
See ads, market messages, landing pages, product prices, ratings, and product activity.
Companies and money
Find companies, decision-makers, funding, new formations, failures, and market activity.
Technical adoption
See which open-source projects are growing, still active, or losing momentum.
How it works
One MCP, used before you build.
Dowsr complements web research. It does not replace your agent or put the work in another dashboard.
- 01
Connect Dowsr
Add one MCP to the AI agent you already use.
- 02
Ask about the idea
Share the SaaS idea, target customer, assumptions, and the decision you need to make.
- 03
Review the evidence
Get the findings for and against the idea, the limits of the research, and the next useful test.
The outcome
Use the evidence to choose what happens next.
Dowsr does not promise certainty. It gives your agent more of the evidence required to make a clear recommendation before you commit to a large build.
Build
The evidence supports a focused product test.
Reframe
The problem looks real, but the audience, use case, or promise should change.
Test first
A critical assumption still needs a cheaper test.
Drop
The evidence does not justify building this idea now.
Better evidence reduces uncertainty. It does not replace customer interviews, judgment, distribution, or selling.
Dowsr is in pre-launch
Join the Dowsr waitlist.
Get product updates and an invitation when early access opens.