Enter any market in about 30 minutes. Skip days of manual research.
One sentence in - a structured, source-verified market report out, researched by 7 AI agents.
Everything, one tap away.
How it works
From a one-line brief to a finished, sourced report.
02Inside
The structured sections every report can contain.
03Samples
Read real, full-length reports end to end.
04Pricing
Pay per report, or subscribe and save.
05Why not ChatGPT
A research team with checked sources, not a chat.
06Integrations
API, MCP, Obsidian — plus Slack, Discord, Notion, HubSpot & webhooks.
07FAQ
Providers, data, timing and trust — answered.
08All features
Everything the engine, exports, sharing and monitoring can do.
From a question
to a finished report.
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01
Describe & refine
Describe your market in a sentence, then a copilot chats with you to pin the exact niche - geography, segment, sub-niche - and shows how each agent will be directed. All free, before any credit is charged.
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02
7 AI agents
A team of specialized agents searches the web in parallel: data, sentiment, trends, competition, regulations, finance and SWOT.
- 01Data ScraperMarket data collection
- 02Sentiment AnalystConsumer opinions & behavior
- 03Trend AnalystTrends, patterns & forecasts
- 04Competition AnalystPlayer mapping & market gaps
- 05Regulatory AnalystLaw & compliance
- 06Financial AnalystEconomics & finance
- 07SWOT StrategistSWOT analysis & strategy
Every source an agent relied on is listed at the end of the report, each one automatically re-checked and labelled live, blocked or dead - so you can see exactly what the analysis stands on.
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03
Synthesis
The model combines all agents' findings into one coherent, structured document with conclusions and recommendations.
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04
Report PDF
You get a clear report with a table of contents - browse it, copy it, or export to PDF, PowerPoint or Word.
What do you actually get?
Each report is one structured document with a table of contents - read it online, copy it, or export to PDF, PowerPoint or Word. Up to 9 structured sections, produced by all 7 agents. Click any section to preview it:
- 01
Executive summary
The handful of decisions that matter - written for a busy decision-maker.
- 02
Market size & dynamics
Current and forecast value, CAGR and growth drivers - each figure cited to a source, links checked for availability.
- 03
Competitive analysis
Top players, pricing, positioning and the gap even the leaders leave open.
- 04
Consumer sentiment
Jobs-to-be-done, pain points and real quotes - why people actually buy.
- 05
Trends & forecasts
Rising and fading trends with a 12-month and 3-year outlook.
- 06
Regulatory environment
Entry requirements, upcoming changes and a compliance checklist.
- 07
Financials
Entry cost, unit economics (CAC/LTV), revenue models and funding.
- 08
SWOT & go-to-market
Strategy, target segment, pricing and a 30/60/90-day plan.
- 09
Methodology & sources
Every source with a URL and a live, HTTP link check.
The European fresh-cheese segment is in a high-protein renaissance - projected to grow from €1.8B (2025) to €2.6B (2034), driven by skyr/twaróg-style demand and clean-label snacking. A new entrant can differentiate on texture, functional benefits and a direct-to-consumer model.
- Win on taste & texture - the #1 complaint across incumbents.
- Target the premium / functional niche, not mass commodity.
- Entry capital: ~€1.2M-€2.8M CapEx; breakeven ~18-30 months.
| Year | Value (EUR) | CAGR |
|---|---|---|
| 2025 | €1.8B | - |
| 2030 | €2.2B | 4.1% |
| 2034 | €2.6B | 4.3% |
| Player | Segment | Weakness (reviews) |
|---|---|---|
| Danone | Mass | Generic, low differentiation |
| Arla | Premium | High price point |
| Piątnica / Müller | Mass | Texture complaints |
Job-to-be-done: a high-protein snack that feels indulgent, not "diet food".
| Pain point | Mentions | Deal-breaker |
|---|---|---|
| Grainy / watery texture | High | Yes |
| Bland taste | Medium | No |
| Trend | Strength | Horizon |
|---|---|---|
| High-protein / social virality | Strong | Short |
| Clean-label & organic | Strong | Medium |
| Lactose-free variants | Moderate | Medium |
| Requirement | Authority | Est. cost |
|---|---|---|
| Food business registration | National sanitary insp. | €0-€400 |
| HACCP / pasteurization | EFSA · national | Varies |
| Labeling (Reg. 1169/2011) | EU | Low |
| Component | Min | Max |
|---|---|---|
| CapEx (equipment / facility) | €1.2M | €2.8M |
| Working capital | €0.3M | €0.7M |
| Strengths | Weaknesses |
|---|---|
| Texture-first product | High entry capital |
| Opportunities | Threats |
| Functional / premium niche | Incumbent distribution moats |
- eurostat (europa.eu) - market size & share
- euromonitor.com - CAGR forecast
- statista.com - segments (blocks bots)
- regional-dairy-pdf.eu - 404 (dead link)
Pay per report. Scale when you need to.
Just exploring one idea? Pay per report. Researching markets regularly? A subscription gives a lower per-report cost when you research regularly, and adds market monitors.
€19 for one report, down to ≈€12 each in the 30-pack. Credits never expire. Read a full sample above first.
A credit is charged when a run starts and refunded automatically if generation fails or a report is flagged incomplete. Money-back guarantee: if your first paid report isn't useful, email us and we'll refund the credit to your account - no questions asked.
A research team, not a chat.
See the full comparison - RaportAgent vs ChatGPT vs Perplexity →
Bring RaportAgent
into your stack.
Every report is one API call away. Generate sourced market and regulatory research from your own code, from your AI assistant, or straight from your notes — same engine, same credits, same audit trail.
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API
REST API
A clean
Read the API docs →/v1endpoint: start a report, poll status, pull the finished Markdown, sections, sources and audit trail. Bearer-key auth, idempotency, signed webhooks and deterministic rate limits. -
MCP
MCP server
Put RaportAgent inside Claude Desktop, Claude Code or Cursor. Ask your assistant to research a market or map a regulatory landscape and it runs a full report, then pulls the Markdown and provenance back in.
Set up the MCP server → -
◆
Obsidian plugin
Generate sourced reports straight from a note or prompt, and pull finished reports — with YAML frontmatter (models, agents, sources) — into your vault as clean Markdown.
See the Obsidian plugin → -
→
Delivery & notifications
Send every finished report where your team already works: Slack, Discord, Notion, HubSpot, or a signed webhook (Zapier, Make, n8n or your own endpoint). Connect them in your account — no code required.
See delivery integrations → -
⬇
Desktop app Windows
Native Windows app — runs in the system tray, sends a desktop notification the moment your report is ready. Press Ctrl+N anywhere to start a new report.
Download for Windows →
No hype. Just verifiable work.
Verified sources
Every link the agents cite is HTTP-checked and labelled live / uncertain / dead - no invented citations.
Pay only for results
Your credit is refunded automatically if a report fails or is flagged incomplete.
EU-hosted & encrypted
Served from the EU over HTTPS. Finished reports are private to your account.
Your data isn't a product
Queries are used only to generate your report. We never resell your data.
Frequently asked questions.
Yes - read the full sample reports above end to end, free and with no signup. When you're ready, it's €19 per report (or €49 for 3). Credits never expire.
Money-back guarantee: if your first paid report isn't useful, email us and we'll refund the credit to your account - no questions asked. Failed or incomplete runs are refunded automatically.
A full report takes about 25-35 minutes. 7 AI agents run dozens of web searches in parallel (up to 200 per report), then the model synthesizes everything into one structured document.
Agents search publicly available sources on the internet in real time, and then the model synthesizes the information found. The report does not use closed or paid databases.
Your queries are used solely to generate the given report. Finished reports are private to your account and available in your history. Traffic is encrypted over HTTPS.
Any - from specialty coffee, through solar PV, to B2C SaaS or supplements. You can specify the region, segment (B2C/B2B/premium), goal and time horizon in advanced options.
The report is written in the language you ask in. Describe your niche in English and you get an English report; ask in Polish and the report comes back in Polish. The agents search sources in both English and the local language of your target market either way, so you don't lose coverage by choosing one.
Before any credit is charged, a scoping copilot chats with you to pin down the exact niche - geography, B2B vs B2C, sub-niche, business model. When the brief is precise it shows a preview of how each agent will be directed, and you can edit the final brief before starting. No more guessing whether you phrased the input correctly.
The report supports decisions; it is not investment or legal advice. Treat it as fast, structured preliminary research and verify key figures before making business decisions.
All 7 agents run on every report - data, sentiment, trends, competition, regulation, finance and SWOT - so you always get the full analysis with no setup.
Reports are generated by Google Gemini with fast, no-training fallback engines (Groq, Cerebras, and NVIDIA when enabled); search uses Tavily and DuckDuckGo. We do not use your queries, reports or uploaded files to train our own models, and we never route your data to AI providers that train on customer input (such as Mistral or OpenCode Zen). You can also record a binding training opt-out in your account. See our Privacy Policy for the full sub-processor list.
Meet the founder.
Jan Górny
Founder · Warsaw, Poland
I wanted to build a real business around something useful — market research was the problem worth solving: paying analysts or a Statista-style subscription for one answer is slow and expensive, and AI agents with real, checked sources can genuinely help there.
If a report is wrong or something's off, tell me directly — contact@raportagent.com. I read every message myself.
Terms of use.
Nature of the tool
RaportAgent is a tool for automated market research. Generated reports are informational and supplementary in nature.
No warranty
We do not guarantee the completeness or timeliness of data obtained from external sources. Content may contain errors or simplifications.
Liability
You make business and investment decisions at your own risk. The report does not constitute legal, tax or investment advice.
Data & privacy
Queries are processed to generate your report. Reports are private to your account and traffic is encrypted over HTTPS.
Content ownership
You may freely use the generated reports. Please respect the copyright of sources cited in the content.
Changes to terms
These terms may change as the tool evolves. The current version applies from the moment it is published in the app.
Describe the market.
Get a report.
⚠ Queries are sent to external AI providers (incl. outside the EEA). Don't enter confidential information or other people's personal data.
Agents use them as an extra source. ⚠ Uploaded files are processed by external AI providers in the USA (under Standard Contractual Clauses; see Privacy Policy) and are not stored on our servers. Please don't upload personal data or confidential third-party information.
What you getTailors the agents' focus and adds a KPI section for your use case.
✦ Your report is produced by AI systems (EU AI Act art. 50). It's decision-support material - review it and verify key figures before you rely on them. How our AI works.