Top SitesHappenstance | Search your network with AI

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Readable docs

robots, llms

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Document

robots.txt

Open robots.txt
User-Agent: GPTBot
User-Agent: ChatGPT-User
User-Agent: OAI-SearchBot
User-Agent: ClaudeBot
User-Agent: Claude-User
User-Agent: Claude-SearchBot
User-Agent: PerplexityBot
Disallow: /search/
Disallow: /research/
Disallow: /invite/

User-Agent: Google-Extended
Disallow: /

User-Agent: Twitterbot
User-Agent: LinkedInBot
User-Agent: Slackbot-LinkExpanding
User-Agent: Discordbot
User-Agent: WhatsApp
Allow: /

User-Agent: *
Disallow: /search/
Disallow: /research/
Disallow: /invite/

Sitemap: https://happenstance.ai/sitemap.xml

Document

llms.txt

Open llms.txt
# Happenstance

Happenstance is an AI-powered network intelligence platform designed to help professionals and teams uncover valuable connections within their existing networks. It enables users to discover people across personal and team relationships for sales, hiring, fundraising, partnerships, and similar professional goals. By combining data from services like Gmail, Outlook, Google Calendar, and social networks such as X/Twitter, Happenstance makes it easy to search across multiple contact lists with natural language queries.

The platform uses large language models (LLMs) and embedding search to identify intent and return accurate, contextually relevant results. Happenstance serves organizations and individuals who rely on introductions and relationship-based interactionssuch as startups, venture capital firms, and GTM teamshelping them make their own luck by turning relationship data into actionable insights. It is trusted by teams from top-tier organizations including Y Combinator, a16z, NEA, Lux Capital, Applied Intuition, and others.

By integrating AI into network search, Happenstance differentiates itself from traditional CRM or contact management tools. It provides an intelligent, privacy-conscious way to leverage social graphs without manual filtering, making professional relationship discovery fast, accurate, and collaborative.

---

## Core Products & Services

### Happenstance Search
- **What it does:** Allows users to perform deep, AI-powered searches across their personal networks and connected services using natural language.
- **Who uses it:** Individuals, founders, investors, job seekers, and teams in sales, recruiting, or fundraising roles.
- **Key features:**
  - Natural language queries (e.g., a fintech PM in NYC)
  - AI-powered intent understanding using LLMs and embeddings
  - Cross-network search through sources like Gmail, Outlook, and X/Twitter
  - Network sharing with friends and teams for trusted introductions
- **Pricing:** Available in Free and Pro tiers (see Pricing & Plans).

### Happenstance Bot for Slack
- **What it does:** Enables users to search their teams collective network directly within Slack by tagging the @happenstance bot.
- **Who uses it:** Teams that collaborate within Slack and want instant access to aggregated relationship data without switching tools.
- **Key features:**
  - Tag-based searching in Slack channels and threads
  - On-demand responses to queries
  - Easy onboarding for teams by adding the bot to workspace channels
  - Seamless collaboration on network searches

### Happenstance Email Agent
- **What it does:** Processes forwarded emails sent to agent@happenstance.ai to run automated searches.
- **Who uses it:** Professionals handling investor updates, hiring requests, partnership outreach, or customer referrals.
- **Key features:**
  - Automated search execution via email forwarding
  - PDF attachment parsing for contextual understanding
  - Delivers search results back to the inbox
  - Ideal for investor relations and networking requests
- **Pricing:** Included in the Pro plan; $30/month as part of the premium offering.

### Happenstance Research Tool
- **What it does:** Provides detailed AI-generated research profiles on people, combining public data and analysis.
- **Who uses it:** Professionals conducting market research, due diligence, or partnership scouting.
- **Key features:**
  - Build structured profiles of professionals and public figures
  - Summaries, work history, and project highlights
  - Integrated external references and verified sources

---

## Use Cases & Applications

### Sales and Business Development
- **Their needs:** Sales teams require trusted entry points into organizations and insight into shared connections.
- **How they use it:** Teams use AI search to locate mutual connections who can facilitate introductions and to identify potential customers through overlapping networks.
- **Results:** Streamlined lead sourcing and higher-conversion outbound outreach built on trust and relevance.

### Recruiting and Hiring
- **Their needs:** Companies want to find candidates within extended networks to meet specific criteria.
- **How they use it:** Users search for professionals (e.g., AI founders in SF) across connected accounts and friends networks for warm referrals.
- **Results:** Faster talent sourcing and increased candidate quality through personalized introductions.

### Fundraising and Investor Relations
- **Their needs:** Founders and startups often depend on introductions to compatible investors.
- **How they use it:** Happenstances Email Agent and search capabilities identify investors in target sectors or stages, using data from communication tools.
- **Results:** Improved discovery of aligned investors and reduced manual work preparing funding outreach.

---

## Pricing & Plans

### Free
- **Cost:** $0 (free forever)
- **Includes:**
  - Full access to Happenstance search
  - Unlimited connected accounts
  - Unlimited friends and groups
  - Slack and Discord integrations

### Pro
- **Cost:** $24/month (billed yearly; 20% off)
- **Includes:**
  - Everything in Free
  - Unlimited web searches and results per month
  - Access to the Email Agent feature via agent@happenstance.ai
  - CSV export functionality
  - Early access to new features
  - Privacy assurance: Happenstance does not sell or use data to train AI models

---

## Company Information

### Metrics & Traction
- Tens of thousands of professionals use Happenstance globally.
- The platform supports integrations with Gmail (700 contacts), Google Calendar (2.2k attendees), Outlook (8.5k connections), and Twitter (174k followers combined context shown).
- Trusted by high-profile organizations including Y Combinator, a16z, NEA, Lux Capital, and others.
- Incorporated as Happenstance, Inc., based in San Francisco, California.

### Customers & Case Studies
- **Y Combinator:** Garry Tan describes Happenstance as the best social network search tool he has seen.
- **Waymo:** Marc Hamel calls it better than the Swiss Army knife of OSINT tools.
- **Kalshi, Applied Intuition, and Lux Capital:** Listed as trusted teams using Happenstance for network discovery.
- **Founders:** Adam Harder of InPress notes that Happenstance has been a lifesaver for founders identifying critical connections.

### Integrations & Compatibility
- **Available integrations:** Gmail, Google Calendar, Outlook, X/Twitter
- **Product integrations:** Slack, Discord
- **Data usage:** Employs secure OAuth for Google integrations with strict limits on data scope and retention.
- **Infrastructure:** Hosted on AWS and Vercel; analytics via PostHog and Grafana.
- **Privacy & compliance:** Adheres to GDPR and CCPA/CPRA; does not sell user data or use it for advertising or AI training purposes.

---

## Feature Deep Dive

### Natural Language Search
- **How it works:** Users type descriptive queries (e.g., fintech PM in NYC), which are interpreted by LLMs and embedding models to match people across their networks using contextual intent recognition.
- **Benefits:** Removes the need for filters and advanced queries while producing highly relevant results.
- **Requirements:** Connection of accounts such as Gmail, Outlook, or Twitter enriches the search scope.

### AI-Powered Network Discovery
- **How it works:** Combines signals from multiple sources, using embeddings and relational models to rank connections by relevance and proximity.
- **Benefits:** Delivers a unified and intelligent map of professional relationships, allowing for targeted outreach.

### Slack Bot Integration
- **How it works:** Tag @happenstance in any Slack conversation to initiate a network search across team-wide data.
- **Benefits:** Centralizes collaboration and eliminates context switching by integrating results directly into teamwork channels.

### Email Agent
- **How it works:** Incoming forwarded emails are analyzed for context; the AI runs relevant network searches and returns actionable results.
- **Benefits:** Automates tasks like investor mapping, partner introductions, or recruiting outreach from existing communication threads.

---

## Getting Started

- **Sign-up process:** Users can register or log in at [happenstance.ai](https://happenstance.ai) to begin searching immediately.
- **Implementation:** Connect personal or organizational accounts such as Gmail, Outlook, or X/Twitter, or install the Slack Bot.
- **Support options:** Technical assistance and feature requests can be sent via the Contact us page or support channel. A public Discord community is available for discussions and feedback.
- **Contact information:**
  - **Email:** info@happenstance.ai
  - **Discord:** [discord.gg/4YV5Sxd534](https://discord.gg/4YV5Sxd534)
  - **Website:** [https://happenstance.ai](https://happenstance.ai)
  - **Headquarters:** 2261 Market Street STE 5967, San Francisco, CA 94114
  - **Privacy & Terms:** Governed by the policies published on [happenstance.ai/privacy](https://happenstance.ai/privacy) and [happenstance.ai/terms](https://happenstance.ai/terms)

## Site Map

Pages crawled from happenstance.ai (16 total):

- [Happenstance Homepage](https://happenstance.ai/)
- [Happenstance](https://happenstance.ai/privacy)
- [How can we help?](https://happenstance.ai/contact)
- [Bring Happenstance toSlack](https://happenstance.ai/slack)
- [Research](https://happenstance.ai/research)
- [Email ourAI agent](https://happenstance.ai/email)
- [Help us create luck](https://happenstance.ai/careers)
- [Terms and Conditions](https://happenstance.ai/terms)
- [Pricing](https://happenstance.ai/pricing)
- [Home](https://happenstance.ai/home)
- [404](https://happenstance.ai/happenstance.ai)
- [Happenstance Research](https://happenstance.ai/research/c0106b9c-255f-4b10-af6b-6758b2d897ba)
- [Happenstance Research](https://happenstance.ai/research/03fe03a9-30b5-41d0-98a0-d25c9beaa1a1)
- [Happenstance Pro](https://happenstance.ai/pro)
- [Privacy Policy for the Happenstance Bot for Slack](https://happenstance.ai/slack/privacy)
- [Happenstance Research](https://happenstance.ai/research/8bf93c2c-89fd-4608-a3f0-7e58ce8db8ba)

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Generated by trylapis.com on October 27 2025

Document

llms-full.txt

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