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What is Happenstance?

Happenstance is a groundbreaking platform that employs artificial intelligence to improve people search and relationship intelligence, allowing users to locate the right individuals in their networks by articulating their search using everyday language. By consolidating fragmented connections from diverse sources such as email, LinkedIn, Twitter, and team collaborations into a unified, searchable database, users can conduct detailed inquiries, like seeking "a fintech project manager in New York City," and receive instant results that showcase the most pertinent candidates based on their intent, the strength of relationships, and contextual relevance. The platform harnesses sophisticated language models and embedding search technology to accurately interpret user queries and intelligently prioritize the results, thereby eliminating the necessity for cumbersome manual filtering or complex search strategies while delivering clear and organized outputs that illustrate the connections between individuals. Furthermore, it enables users to expand their networking capabilities by combining connections with trustworthy friends or colleagues, which helps them discover warm introductions, hidden connections, and significant opportunities that might otherwise remain undiscovered. This not only enhances professional networking but also cultivates collaboration and support within existing relationships, ultimately resulting in greater success in various endeavors. As users engage with the platform, they may find that their networking efforts yield unexpected benefits and connections that further enrich their professional journeys.

What is GTM API?

The GTM API grants developers and AI agents programmatic access to LinkedIn through the accounts they oversee. One of the standout features of this API is its ability to tap into more than 250 specialized tools via MCP, complemented by a REST API that supports webhooks, which facilitate a range of actions such as locating individuals and businesses, sending connection requests and messages, enhancing profiles, and managing inboxes. To maintain safety, the product operates each account within its own dedicated anti-detect cloud browser and utilizes a designated proxy; additionally, newly established accounts undergo a gradual warming process based on their health metrics, and every action is carefully monitored with server-side limit checks prior to being executed. To mitigate the risk of unintended consequences from overly aggressive agents, the system incorporates a preview and confirmation step for all outward actions. Presently, the GTM API connects over 20,000 accounts while maintaining an impressively low ban rate of under 1%. Users can choose between a free plan or various paid tiers starting at $39 per account monthly, with costs decreasing to $10 for larger volumes, all while permitting unlimited API calls. By offering this structure, the GTM API successfully balances both functionality and security for its diverse user base, making it a valuable tool for anyone looking to enhance their LinkedIn experience.

Media

Media

No images available

Integrations Supported

LinkedIn
Model Context Protocol (MCP)
Apple Mail
ChatGPT
Claude
Claude Code
Gmail
Google Calendar
Instagram
OpenAI
OpenClaw
Slack
X (Twitter)

Integrations Supported

LinkedIn
Model Context Protocol (MCP)
Apple Mail
ChatGPT
Claude
Claude Code
Gmail
Google Calendar
Instagram
OpenAI
OpenClaw
Slack
X (Twitter)

API Availability

Has API

API Availability

Has API

Pricing Information

$24 per month
Free Version
Free Trial Offered?

Pricing Information

$39/account/month
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Happenstance

Company Location

United States

Company Website

happenstance.ai/

Company Facts

Organization Name

GTM API

Date Founded

2026

Company Website

gtm-api.com

Categories and Features

Categories and Features

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