
Find users who are choosing a service right now
Before spending months on development, check whether users are looking for such a solution. The AI analyst studies your audience’s discussions and shows which pains are real and how often they come up.
Product hypotheses
Every hypothesis — with numbers
AI finds discussions that confirm or refute the hypothesis.
- Hypothesis 1Inventory tracking is coffee shops’ main painConfirmed · 21%
- Hypothesis 2A loyalty programme is neededNot confirmed · 2%
- Hypothesis 3Shift planning is hardPartly · 7%
- New topicBuying beans from roastersFound · 11%
How it works · Task «Demand validation before launch»
Four steps from a hypothesis to a decision
- 01
Hypotheses
You state what you think users need.
- 02
Search Groups and Parser
Find and export your audience’s discussions.
- 03
AI Analyst
Counts how often each pain comes up.
- 04
Report
Confirmed hypotheses and unexpected topics.
Conversation example
This is what working with the analyst looks like
The team asks a question — the AI analyst answers with numbers from live discussions. All reports and samples are visible in the Logger dashboard.
What problems do coffee shop owners discuss most?
Inventory tracking — 21% of messages, bean sourcing — 11%, shift planning — 7%. The loyalty programme is barely discussed.
So we start with inventory tracking.
What you get
Results for your niche
Money into the right product
Development starts with a confirmed pain.
Unexpected findings
Topics you hadn’t thought about.
Fast
Two weeks instead of a quarter of surveys.
Tasks
What else Logger does in this niche
The scenario above is one task. The same agents handle others too: choose where to start.

Scenario on this page
Demand validation before launch
We find out whether a product is needed before building it.
How the task works
Unhappy with a competitor
Competitors’ clients
We find people unhappy with a competitor and offer a replacement.
How the task works
First steps after a purchase
Client onboarding
The agent guides a new client through the first steps and answers questions.
How the task worksCase studies
Case studies in this niche
Plus cases with tasks that suit this niche.
Other niches
Logger works in other niches too
Logger licence
From $249 a month — all agents, modules and training
Set it up yourselves with the video course and manual, or hand it to a targeting specialist-integrator. Either way, you need a person who works with the system every day.
Request
Let's discuss your scenario
Leave your details — a manager will contact you in Telegram within one business day and:
- Show how Logger works in your niche
- Will help choose a plan and how to launch: yourselves or with a targeting specialist
- Answer questions about launch and security





