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RawKit
$9.99Starting price
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About RawKit
RawKit is a research platform that validates startup ideas by gathering evidence from public sources such as Reddit threads, app-store reviews, competitor pricing pages, and official statistics. Instead of relying on AI-generated opinions, it sends research agents to read what the market has already expressed, copying direct quotes onto a visual board where each source remains linked and verifiable. The tool is designed for founders, product managers, and researchers who need to assess demand, identify pain points, or evaluate competitor offerings before investing in development. Users input an idea or problem statement, and the system returns structured evidence cards grouped by themes, with each card showing the original quote, source URL, and author attribution. The platform supports multiple research tasks, including competitor analysis, funding source discovery, and pain-point mapping, all displayed in a spatial canvas that retains context across sessions. Costs are transparent, with pricing shown per source and model during each research pass, allowing users to control expenses while gathering actionable insights.
Key features
- Direct quote collection from Reddit, app stores, and official statistics
- Visual board with spatial organization of research findings
- Pain-point mapping from community discussions
- Competitor pricing and feature comparison tables
- Funding source discovery from official databases
- Confidence scoring based on evidence links
- Real-time cost tracking per source and model
- Reusable structured card types for different research tasks
Use cases
- Validate demand for a new product idea before building
- Identify recurring pain points in a target market
- Compare competitor pricing and feature sets
Pros
- Collects evidence directly from public sources without AI paraphrasing
- Displays real quotes with source links for verification
- Supports 19 data sources including Reddit, app stores, and official databases
- Transparent pricing per research pass with visible cost breakdowns
- Structured output with spatial organization and reusable boards
Cons
- No free tier beyond pay-as-you-go credits
- Limited to publicly available data sources
- Requires manual input of idea or problem statement
- No mobile or offline functionality mentioned
Frequently asked questions about RawKit
What is RawKit and how does it validate startup ideas?
RawKit is a research platform that validates startup ideas by gathering direct evidence from public sources such as Reddit threads, app-store reviews, competitor pricing pages, and official statistics. Instead of relying on AI-generated opinions, it sends research agents to read what the market has already expressed and copies direct quotes onto a visual board where each source remains linked and verifiable.
Who should use RawKit?
RawKit is designed for founders, product managers, and researchers who need to assess demand, identify pain points, or evaluate competitor offerings before investing in development. It is particularly useful for those who want to validate ideas with real market evidence rather than assumptions.
How does RawKit handle pricing and costs?
RawKit operates on a transparent pay-as-you-go pricing model, where costs are shown per source and model during each research pass. Users can see the exact figure before confirming a research task, allowing them to control expenses while gathering insights.
What sources does RawKit search for evidence?
RawKit searches a variety of public sources, including Reddit, Hacker News, LinkedIn posts, X (Twitter), App Store, Google Play, Amazon, Etsy, GitHub, Eurostat, OpenAlex, arXiv, and EU Funding Portals. It also accesses official statistics and databases to provide comprehensive market insights.
Can RawKit help with competitor analysis?
Yes, RawKit supports competitor analysis by gathering data from competitor pricing pages, review sites, and other public sources. It organizes findings into structured tables with links to the original sources, making it easier to compare offerings and identify gaps.
How does RawKit ensure the evidence is reliable?
RawKit ensures reliability by copying direct quotes from the original sources and attaching the source URL and author attribution to each evidence card. This allows users to verify the information themselves and avoid relying on AI-generated summaries.
