How integration works

Six pipeline stages connecting live brand discovery with AI answer engine sampling and search visibility intelligence. Test real REST endpoints with live HTTP requests and production payloads.

Pipeline Architecture

Step-by-step ingestion, clustering, inference, and scoring lifecycle.

01 / 06

Endpoint Explorer

Live HTTP

Execute live REST calls against the local server or copy verified curl requests.

Experience the Full Onboarding Simulator

Walk through domain lookup, topic clustering, prompt sampling, and baseline diagnostic scorecard.

Integration Modes

1. Webhooks (Push)Near Real-Time

Event notifications for citation changes, competitor surges, and rank shifts.

2. REST API (Pull)On-Demand

Synchronous lookups for interactive client dashboards and CRM enrichments.

3. Batch SyncScheduled

Daily and weekly exports for historical data lakes and BI reporting.