Instead of Connect The Dots
Connect The Dots alternatives
Connect The Dots turns a team's connections into a searchable relationship graph for finding people, companies and warm introduction routes. It scores relationships using email activity, LinkedIn data and, on some paths, public career overlap. Users can ask AI tools to search a professional network, track job changes among direct connections and draft introduction emails for a connector to review. The mobile app includes the Dottie AI network assistant, and integrations include Gmail, Outlook, LinkedIn, Salesforce, HubSpot, Claude through MCP, Zapier and an open API.
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Happenstance
Free plan APIExtensioniPhone+1AI people search with shared networks and agent tools — Happenstance searches email, meetings, contacts and social connections, explains matches and paths, and supports mutually shared friend and group networks.
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Draftboard
Free plan APIExtensionWebTarget prospect introductions and pre-meeting prompts — Draftboard scores paths with relationship rationales, drafts intro requests, and emails top opportunities 30 minutes before meetings.
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Introd
Free plan ExtensionWebFundraising, hiring, sales and partnership introductions — Introd adds people, company and community discovery, missions, network collections, and a Chrome extension with WhatsApp and SMS experiences.
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Kumu
Free plan Self-hostedWebBuilding and analyzing custom relationship maps — Kumu creates hand-built or spreadsheet-imported maps with network metrics, community detection, presentations and embeddable interactive maps.
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Polinode
Free plan APIWebOrganizational network analysis from surveys and metadata — Polinode combines customizable surveys, passive metadata integrations, AI network chat and analysis for networks up to 50,000 nodes.
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The Swarm
Free plan APIExtensionSelf-hosted+1Company and investor relationship intelligence — The Swarm adds large people and company databases, job-change monitoring, collaborative pipelines, and HubSpot, Clay, API and MCP access.
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Village
Free plan APIExtensionWebTeam prospecting with approved automated outreach — Village pairs broad professional search with AI prospect scoring, event-driven outreach sequences, browser path display, and a relationship graph API.
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intelligence.com
Free plan Web - 9
Affinity
Free trial AndroidAPIExtension+2 - 10
ThreadMap
Free plan Web - 11
Boomerang AI
Free trial APIExtensionWeb - 12
Andsend
Free trial ExtensionWeb - 13
4Degrees
Paid AndroidAPIExtension+2 - 14
BoardEx
Paid AndroidAPIiPhone+2 - 15
LeadDelta
Free trial ExtensionWeb - 16
NetworkOS
Free trial ExtensionWeb - 17
ExecAtlas
Paid AndroidAPIiPhone+1 - 18
Relationship Science (RelSci)
Paid AndroidAPIiPhone+1 - 19
RelPro
Paid AndroidAPIExtension+2 - 20
Introhive
Paid APIWeb - 21
6degrees.ai
Paid Extension - 22
Inroad Engine
Paid Web - 23
AVNIR
Paid Web - 24
VieuGraph
Paid APIExtensionWeb
Switching may help if the free plan's monthly caps on AI searches, ghost emails, lists or summaries get in the way. Professional costs $20 per user per month, while Business pricing is custom; calendar, WhatsApp, SMS and Apple Contacts support is still to come. Compare alternatives by the networks they can search, how they score paths, whether they add outreach or company intelligence, and how they handle team sharing. Also weigh platform access, integrations, privacy controls and whether you want relationship discovery or broader network analysis.
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