Purpose
Happenstance is an AI-powered network search tool positioned to help users quickly find target people across their entire network. It is aimed at sales, recruiting, job seeking, fundraising, and many other scenarios that require expanding connections and finding introductions, with the goal of "letting users make their own luck" by discovering warm introduction paths to establish contact.
Main capabilities
- Network search: Search for anyone across multiple connected networks, with results ranked by relationship as "strong ties first, then weak ties," prioritizing the closest and most influential people.
- Warm introduction paths: Each search result comes with a warm path to the target, for example showing "Alex Teichman is your best path to Serena," and can directly prepare an introduction request to send.
- Network mapping: After connecting accounts, Happenstance ranks contacts based on relationship closeness, helping users understand who they know and who knows whom.
- Multi-network support: Can connect accounts such as Gmail, Calendar, LinkedIn, and Twitter, and can add friends and join groups to search the "connections of connections."
- Integration with AI tools: Happenstance can be used within ChatGPT and Claude, and can also be built into other tools through an API.
- Privacy controls: Users can control what is shared; public profiles by default display a constellation chart of known people's names, which can be turned off at any time; the company states that data will not be used to train AI models.
How to use
- Connect accounts: Gmail, Calendar, LinkedIn, Twitter, etc.
- Happenstance maps the network and ranks each person by familiarity.
- Add friends and join groups to search the network of your network.
- Search for anyone, and each result comes with a warm introduction path. In addition, users can also use it directly in ChatGPT and Claude, or integrate it through an API.
Use cases
- Sales: Find warm introductions to potential customers or partners.
- Recruiting: Find candidates through internal connections.
- Job seeking: Find introduction paths to employees at target companies.
- Fundraising: Reach investors or other key connections.
Limitations
The official materials do not provide specific descriptions of functional limitations. Whether the product is free, whether it has an iPhone app, and whether it has SOC 2 compliance certification are listed in the form of FAQ, but the materials do not give specific answers and are not currently provided.The official information also does not state an upper limit on the number of supported networks or search frequency limits.
