Sales Performance
Analyze Total Payment, Discounted SKU Payment, Quantity, Average Order Value (AOV), and Basket Size for the selected month. Compare against the previous month.
Connect Viral View to ChatGPT or Claude to analyze your dashboard data using natural language.
A secure analytical interface to the existing Viral View calculation engine—not a separate chatbot or data store.
Sales, RFM & Cohort, Fulfillment, Affiliate, Finance, and Overall Shop Performance.
Discover metrics and filters, query trends and rankings, and compare compatible periods.
Every exposed tool is annotated read-only; no upload, mutation, SQL, or admin tools exist.
OAuth is required in production. Buyer Username appears only through authorized MCP requests.
Use this exact HTTPS endpoint after deploying the existing Vercel project.
The OAuth scope is enforced before MCP initialization or tool discovery.
viralview:analytics:readNo permanent token is stored in this page or its client-side JavaScript. Connected clients hold their own OAuth credentials.
The same Streamable HTTP endpoint works with both platforms.
These checks run against this Viral View deployment. They do not claim that an external ChatGPT or Claude connection exists.
Endpoint availability
Run the diagnostic to resolve and test the current endpoint.
MCP initialization
Starts the embedded stateless MCP handler with a protocol initialize request.
Tool discovery
Checks the registered catalog of 16 read-only analytics tools.
Dataset availability
Validates all five processed datasets supporting the six dashboards.
Authentication validity
A supplied bearer token was checked for signature, issuer, audience, expiry, and read scope.
Read-only test query
Executes local tool and dataset checks without returning any private metric values to this public diagnostic.
Copy a prompt after enabling Viral View in your ChatGPT or Claude conversation.
Analyze Total Payment, Discounted SKU Payment, Quantity, Average Order Value (AOV), and Basket Size for the selected month. Compare against the previous month.
Analyze the Monthly customer cohort analysis and identify which cohorts have the strongest retention from M1 onwards.
Compare fulfillment performance across States and identify which locations have the longest Created → Delivered durations.
Rank Creator Username by Affiliate Revenue and compare their Total Commission Paid and Content Type performance.
Analyze the changes in Total settlement amount, Net sales, Shipping, Fees, and Adjustments.
Compare GMV against other Overall Shop Performance metrics using available correlations and regression analysis.
Analyze Sales, RFM & Cohort, Fulfillment, Affiliate, Finance, and Overall Shop Performance for the selected reporting period. Identify important changes, cross-check related metrics, and generate prioritized evidence-based recommendations.
Start with the item that matches the message shown by your AI client.
The server exposes analytical reads only. Tool annotations declare non-destructive, idempotent behavior, and no mutation handler exists.
Confirm AuthKit is configured, the deployed URL exactly matches the Resource Indicator, and your account has viralview:analytics:read.
Disconnect Viral View in ChatGPT or Claude and revoke the authorization/session in AuthKit. Short-lived access tokens expire automatically.
Call list_metrics for the dashboard. An unavailable Finance hierarchy item returns unavailable rather than an invented zero.
Use YYYY-MM-DD with start ≤ end. Call get_filter_options first; incompatible dashboard filters are rejected, never silently ignored.
Confirm the ordinary Vercel deployment succeeded, HTTPS is active, OAuth metadata is reachable, and your plan/workspace allows custom MCP servers.