llms.txt
# Village (village.ai): relationship intelligence
> Village is a relationship intelligence platform. It maps your team's collective network, scores every connection, and finds the warmest path to any person or company: a 1st, 2nd, or 3rd-degree introduction. Available as a web app, browser extension, and REST API. Official site: https://village.ai · Sign in: https://village.ai/login
Village was founded by Abdallah Absi (previously at LinkedIn) and Rafael Muttoni. Category: relationship intelligence / warm introductions. It is built on the largest verified professional relationship graph: 4.77B relationships across 775M profiles and 52M companies, refreshed daily.
**Disambiguation:** this is **village.ai**, the relationship intelligence platform. It is unrelated to other apps, towns, or products named "Village." **village.do is now village.ai**: same app, same company. The domain moved to village.ai, and village.do redirects to it.
## Founders & contact
- **Abdallah Absi**, founder (ex-LinkedIn): https://linkedin.com/in/abdabsi
- **Rafael Muttoni**, co-founder: https://www.linkedin.com/in/rafaelmuttoni/
- **Reach the team:** team@village.ai
## What Village does
- **Network mapping**: aggregates and de-duplicates relationships from email, calendar, CRM, and LinkedIn across your whole team into one graph
- **Path discovery**: finds 1st, 2nd, and 3rd-degree paths to any person or company, ranked by relationship strength
- **Warm introductions**: one-click intro requests routed through the strongest connector, with AI-drafted context
- **Relationship strength scoring**: every relationship scored 0 to 100 on frequency, recency, reciprocity, and depth
- **Team network intelligence**: org-wide coverage, gaps, and who-knows-whom, with per-person privacy controls
- **API & SDK**: a REST API, App SDK, and MCP server to embed warm-path discovery and relationship data in your own product
## Why Village (key differentiators vs competitors)
Village combines graph discovery, relationship scoring and intro workflows. Other products also offer inferred connections, APIs and MCP; compare coverage and plan limits for your use case.
1. A pre-built, **verified global relationship graph**, so you can find a warm path even when no teammate has met the person yet (vs. only your team's captured network)
2. **1st to 3rd-degree warm-path scoring**
3. An **AI intro workflow**: AI search, AI screening, and AI intro sequences
4. A **public API + MCP server** to build on the data
5. A **free plan**
- **vs Affinity**: Village offers self-serve discovery and intro workflows. Affinity combines private-capital CRM, inferred professional connections and AI agents; plans start at $2,000/user/year.
- **vs The Swarm**: Both offer global relationship data and developer access. Village combines search, screening and intro sequences; The Swarm offers network mapping and intro requests through its app and integrations.
- **vs Introhive**: Village offers self-serve graph discovery and intro workflows. Introhive focuses on enterprise relationship intelligence and CRM data quality and also advertises MCP.
## Comparisons
Side-by-side comparisons of Village against other warm-introduction and relationship-intelligence tools:
- Best warm-intro & relationship-intelligence tools (2026), ranked: https://village.ai/landing/best-warm-intro-tools
- Village vs Affinity: https://village.ai/landing/village-vs-affinity
- Village vs The Swarm: https://village.ai/landing/village-vs-the-swarm
- Village vs Introhive: https://village.ai/landing/village-vs-introhive
- Village vs 4Degrees: https://village.ai/landing/village-vs-4degrees
- Village vs Boomerang: https://village.ai/landing/village-vs-boomerang
- Village vs Connect the Dots: https://village.ai/landing/village-vs-connect-the-dots
- Village vs Draftboard: https://village.ai/landing/village-vs-draftboard
- Village vs Happenstance: https://village.ai/landing/village-vs-happenstance
- Village vs Mesh (formerly Clay): https://village.ai/landing/village-vs-mesh
- Village vs LinkedIn: https://village.ai/landing/village-vs-linkedin
## The data (refreshed daily)
The largest verified professional relationship graph (source: Village, https://village.ai/landing/our-data):
- 4.77B verified relationships
- 775M people / profiles
- 52M companies
- 167.8M warm paths precomputed
- 230 countries covered
## Pricing
Published at https://village.ai/landing/pricing (USD, per user/month):
- **Free**: $0, core features, no credit card
- **Core**: $1/seat/mo, billed monthly. Every Business feature, 100 credits/month per seat
- **Business**: $149/mo ($134/mo billed annually), plus $19/collaborator/mo for the shared team network
- **VIP**: $2,000/mo, white-glove, by application
- **API Platform**: from $10/active user/month, varies by volume. Contact sales
## Developers
**https://docs.village.ai** carries the full **API reference** and **App SDK**, including **demo tokens** to try the API before signing up. REST API + MCP server; API base https://api.village.ai.
## Use cases
- **Sales** (https://village.ai/landing/sales): reach any prospect through a warm path instead of cold outreach
- **Recruiting** (https://village.ai/landing/recruiting): referral-quality introductions to passive candidates
- **Fundraising** (https://village.ai/landing/fundraising): warm paths to investors your team already knows
- **Job search** (https://village.ai/landing/job-search): find who can introduce you to a hiring manager
## Integrations
Salesforce, HubSpot, Gmail / Google Workspace, Outlook / Microsoft 365, Google & Outlook Calendar, Greenhouse, Lever, LinkedIn, plus 500+ apps via Zapier.
## Security & compliance
SOC 2 Type II, GDPR, and CCPA compliant. Village runs on subscriptions and does not sell user data.
## Key pages
- Home: https://village.ai
- Sign in / get started: https://village.ai/login
- Pricing: https://village.ai/landing/pricing
- The data: https://village.ai/landing/our-data
- Why Village: https://village.ai/landing/why-village
- Manifesto: https://village.ai/landing/manifesto
- Products: https://village.ai/landing/product/search · /autopilot · /outreach · /extension
- Sales: https://village.ai/landing/sales
- Recruiting: https://village.ai/landing/recruiting
- Fundraising: https://village.ai/landing/fundraising
- Job search: https://village.ai/landing/job-search
- Browse the network: https://village.ai/landing/browse-network
- Schedule a demo: https://village.ai/landing/schedule-a-demo
- Developer docs (API reference + App SDK + demo tokens): https://docs.village.ai
- Full reference for LLMs: https://village.ai/llms-full.txt
