Causo
An AI-based B2B sales lead research tool that lets users describe target customers in natural language, with AI retrieving public information and matching companies with an evidence chain, and supporting MCP integration so research can be reused in ChatGPT and Claude.
Timeline (last 90 days)
Causo is a product launched on Product Hunt that lets users describe their target customers in natural language, has AI investigate public sources to find companies worth following up on, and provides evidence for each match.
Causo's core logic is that "your ideal customer isn't always a database filter," relying on mining public information rather than preset tags.
Causo's workflow is divided into three steps: describe the need, AI investigation, and evidence presentation; after the user enters a natural-language description, Causo searches public sources such as news, official websites, and social media, and attaches a match rationale and source link to each result.
Causo offers follow-up features including locating decision-makers, verifying emails, and writing research-based outreach messages, attempting to cover the front-end process from lead discovery to initial contact.
Causo supports MCP (Model Context Protocol), and users can explore in the Causo chat interface or run the same research directly in ChatGPT and Claude.
Causo received 84 upvotes and 15 comments on Product Hunt.
Causo primarily targets sales and marketing teams and is suited to exploratory lead discovery scenarios (such as entering new markets, finding customers in emerging fields, or niche industries insufficiently covered by traditional databases), rather than replacing traditional databases for large-scale standardized lead pulls.
Currently, public information about Causo mainly comes from its Product Hunt launch page, with few independent reviews, and its data coverage and accuracy still need time to be tested.
All Facts (8)
Causo is a product launched on Product Hunt that lets users describe their target customers in natural language, has AI investigate public sources to find companies worth following up on, and provides evidence for each match.
50%UnverifiedCauso's core logic is that "your ideal customer isn't always a database filter," relying on mining public information rather than preset tags.
50%UnverifiedCauso's workflow is divided into three steps: describe the need, AI investigation, and evidence presentation; after the user enters a natural-language description, Causo searches public sources such as news, official websites, and social media, and attaches a match rationale and source link to each result.
50%UnverifiedCauso offers follow-up features including locating decision-makers, verifying emails, and writing research-based outreach messages, attempting to cover the front-end process from lead discovery to initial contact.
50%UnverifiedCauso supports MCP (Model Context Protocol), and users can explore in the Causo chat interface or run the same research directly in ChatGPT and Claude.
50%UnverifiedCauso received 84 upvotes and 15 comments on Product Hunt.
50%UnverifiedCauso primarily targets sales and marketing teams and is suited to exploratory lead discovery scenarios (such as entering new markets, finding customers in emerging fields, or niche industries insufficiently covered by traditional databases), rather than replacing traditional databases for large-scale standardized lead pulls.
50%UnverifiedCurrently, public information about Causo mainly comes from its Product Hunt launch page, with few independent reviews, and its data coverage and accuracy still need time to be tested.
50%