
Reveal the 99% of your network that warm intros actually come from
Reveal the 99% of your network that warm intros actually come from

Map your team's network and find the warmest path to anyone
Estimated monthly website visits
Similarweb estimates for this domain, not active users. Only available observation months are shown; collection date is separate from the traffic period.
Collected Nov 11, 2026

This is our editors' assessment out of 5, not an average of user ratings. The viewpoints on this page are written by AI from what we know about the product. They are not customer reviews.
According to OpenAITools.app telemetry verified on 2026-11-11, Village (village.do) is an AI platform indexed under AI API generating 1.25K monthly visits with a month-over-month traffic delta of -11.52K (-90.2%). Its primary geographic market is Canada (39.2% traffic share), and it operates on a Freemium pricing model. Top competing alternatives by monthly volume include The Swarm (18.38K visits/mo), folk (226.23K visits/mo), Graph One (982 visits/mo).
Found a warm intro path to a Series A partner we had zero direct touchpoints with.
The MCP and API integration makes feeding relationship data into internal tools frictionless.
Getting teammates to sync all their contacts takes some internal lobbying.
Pricing for the VIP tier is steep if you are just a solo founder.
AI-synthesized perspectives grounded in live site inspection, pricing structure, and category benchmarks — presented as editorial viewpoints rather than individual customer testimonials.
Sync Gmail, Outlook, calendar, and LinkedIn once and Village builds a living graph of your team's first-, second-, and third-degree relationships.
Search a person or company and see ranked introduction routes through your team, each with a connection-strength signal.
Filter people and companies by industry, location, growth signals, and job posts, then push results into a shortlist for outreach.
REST APIs, JavaScript SDKs, an MCP server, and reference docs let you embed network search and warm-intro logic inside your own product.
Surface network context and shared connections while you browse LinkedIn and the broader web, without switching tools.
Village is a relationship intelligence platform built around a simple premise: your team's collective network is its most underused asset. Instead of asking people to manually maintain a contact database, Village has each teammate authorize email, calendar, and LinkedIn once, then maps the resulting relationships into a shared graph. The graph extends beyond direct contacts, using public data to infer second- and third-degree links such as former coworkers, co-investors, classmates, and alumni networks.
The practical payoff is warm-path discovery. When you need to reach a specific founder, executive, investor, or candidate, you search for them and Village ranks the introduction routes that run through people your team already knows, along with a strength score so you can judge how warm each route really is. Those paths feed recruiting, sales, fundraising, and deal sourcing playbooks, and results can be built into shortlists that hand off to an outbound workflow.
Village also ships as infrastructure. A developer platform with REST APIs, SDKs, and an MCP server means the same network search can be embedded in your own application or queried from assistants like Claude and ChatGPT. The company emphasizes that revenue comes from subscriptions rather than selling data, publishes third-party security reporting, and offers app, browser-extension, and API access so teams can choose how deeply they integrate it.
Map a target account list, see which teammates already know decision-makers, and run warm introductions instead of cold sequences.
Reach passive candidates through trusted mutual connections rather than cold sourcing, drawing on the network of the whole hiring team.
Trace routes from your team and existing investors to relevant funds and angels, then approach warm rather than cold.
Embed village-style network search and warm-intro ranking directly into your own product using the REST API, SDKs, or MCP server.
Side-by-side telemetry comparison of competing AI tools in the same primary category
| Rank | AI Tool | Monthly Visits | MoM Growth | Direct traffic share | Pricing | Head-to-Head |
|---|---|---|---|---|---|---|
| ● | Village | 1.25K | -90.2% | 41% direct | Freemium | Current |
| 1 | The Swarm | 18.38K | +50.6% | 66% direct | Freemium | vs The Swarm |
| 2 | folk | 226.23K | -10.2% | 46% direct | Freemium, Free Trial, Paid | vs folk |
| 3 | Graph One | 982 | -30.4% | 39% direct | Contact for Pricing | vs Graph One |
| 4 | Success.ai | 547.07K | +6.3% | 8% direct | Freemium, Free Trial | vs Success.ai |
| 5 | Finta | 977 | -68.5% | 22% direct | Freemium, Contact for Pricing | vs Finta |
| 6 | AI Ark | 90.79K | -30.7% | 57% direct | Freemium, Contact for Pricing | vs AI Ark |

Reveal the 99% of your network that warm intros actually come from
Reveal the 99% of your network that warm intros actually come from

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