Explore with AI
ChatGPTClaudeGeminiPerplexity
GitHub
Help Scout

Combine GitHub and Help Scout in one place.

Stop juggling conflicting dashboards. Sync GitHub and Help Scout into Definite, model them together, and answer questions across both in one reliable, aligned view.

§ Live with
Use cases

What teams build with GitHub + Help Scout

01
Customer across GitHub + Help Scout

Both connectors expose customer data. Definite models them together so you can analyze customer holistically.

02
Engagement across GitHub + Help Scout

Both connectors expose engagement data. Definite models them together so you can analyze engagement holistically.

03
Sales across GitHub + Help Scout

Both connectors expose sales data. Definite models them together so you can analyze sales holistically.

04
Support across GitHub + Help Scout

Both connectors expose support data. Definite models them together so you can analyze support holistically.

05
Revenue Finance across GitHub + Help Scout

Both connectors expose revenue finance data. Definite models them together so you can analyze revenue finance holistically.

06
Marketing across GitHub + Help Scout

Both connectors expose marketing data. Definite models them together so you can analyze marketing holistically.

How it works

From two connectors to one dashboard.

Step 01
Connect GitHub

OAuth or API key, then Definite pulls GitHub on an hourly (or faster) schedule with native CDC.

Step 02
Connect Help Scout

Same drill for Help Scout. Row-level security and schema history are on by default.

Step 03
Model them together

Join GitHub and Help Scout on shared keys, define your metrics once, and reuse them everywhere — one source of truth.

Step 04
Dashboard and ask Fi

Build charts in minutes, or ask Fi in plain English. Every answer cites the underlying model.

§ Shared domains · scroll to explore

Find truth in GitHub × Help Scout
data.

6 shared domainscustomer, engagement, marketing, revenue & finance, sales, and support. Definite unifies the overlapping objects so every metric is defined once and traces back to both sources.

01·Domain

Customer analytics

Analyze customer attributes, lifecycle stages, segmentation, and relationships to identify high-value segments, predict churn risk, calculate lifetime value, and optimize customer health scores for targeted retention and growth strategies.

GitHubGitHub
ContributorOrganizationProject (Projects V2)Pull RequestStargazerTeam
Help ScoutHelp Scout
AgentCustomerHappiness Rating (CSAT)
02·Domain

Customer Engagement analytics

Gain visibility into the entire customer lifecycle through interaction analysis — track opens, clicks, calls, chats, sessions, events, and meetings to understand engagement patterns, identify at-risk customers, optimize touchpoint timing, and improve customer experience across all channels.

GitHubGitHub
DeploymentDiscussionMilestoneOrganizationRepository Traffic
Help ScoutHelp Scout
ConversationWorkflow (Automation Rule)
03·Domain

Marketing analytics

Measure campaign performance, ROI, attribution, and channel effectiveness to optimize spend allocation, improve conversion funnels, reduce customer acquisition costs, and maximize marketing efficiency across all touchpoints.

GitHubGitHub
IssueRepository Traffic
Help ScoutHelp Scout
CustomerHappiness Rating (CSAT)MailboxTeamThread/Message
04·Domain

Revenue & Finance analytics

Track revenue trends, cash flow patterns, ARR/MRR growth, payment behaviors, and financial performance to forecast accurately, identify revenue opportunities, optimize pricing strategies, and ensure financial health and sustainability.

GitHubGitHub
Project (Projects V2)Stargazer
Help ScoutHelp Scout
Team
05·Domain

Sales analytics

Analyze pipeline health, conversion rates, sales velocity, forecast accuracy, and activity effectiveness to identify bottlenecks, optimize sales processes, improve win rates, accelerate deal closure, and drive predictable revenue growth.

GitHubGitHub
Pull RequestRepositoryTeam
Help ScoutHelp Scout
Thread/Message
06·Domain

Support analytics

Monitor ticket volumes, resolution times, customer satisfaction scores, and agent performance to identify support trends, optimize resource allocation, improve response quality, reduce escalations, and enhance overall customer service efficiency.

GitHubGitHub
ContributorDiscussionIssueMilestoneRelease
Help ScoutHelp Scout
AgentConversationMailboxWorkflow (Automation Rule)
● Active · unified in Definite
Analytics across GitHub + Help Scout
GitHubGitHub objects16
CommitContributorDependencyDeploymentDiscussionIssueMilestoneOrganizationProject (Projects V2)Pull RequestReleaseRepositoryRepository TrafficStargazerTeamWorkflow Run (GitHub Actions)
Help ScoutHelp Scout objects8
AgentConversationCustomerHappiness Rating (CSAT)MailboxTeamThread/MessageWorkflow (Automation Rule)
§ Questions, answered

Questions about combining sources.

Definite syncs your GitHub and Help Scout data into secure, managed infrastructure, powered by DuckDB for high-performance analytics. Definite handles encrypted, persistent storage behind the scenes with enterprise-grade security, automatic syncing, and backups.

You get lightning-fast queries, built-in business intelligence tools, and SOC 2–compliant data residency options — all without the overhead or complexity of running a separate warehouse.
Yes. Definite integrates seamlessly with the tools you already use. You can run Python scripts for advanced analysis, query your data directly with SQL, or sync results to Google Sheets and Slack for easy sharing.

Data can be exported in CSV, Excel, or JSON, accessed via the Metrics API, or embedded directly into your product or internal dashboards. Definite makes it simple to connect, automate, and share insights wherever your team works. Learn more about our product features.
Definite includes Fi, our AI data analyst that understands your business data and speaks your language. Fi can explore your connected sources, write SQL, and build charts or dashboards in minutes — turning plain-English questions into real analysis.

Under the hood, Fi uses Definite's semantic models and query engine to interpret context, generate accurate queries, and explain results clearly. The result: faster insights, fewer bottlenecks, and analytics that finally deliver ROI.
Yes. Definite offers a free plan that includes core analytics, dashboards, and AI insights — everything you need to get started. You can upgrade anytime for more data sources, faster syncs, and advanced automations.
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