How integration works

Five sequential pipeline stages connecting automated brand discovery with AEO topic clustering, conversational buyer prompt generation, and multi-engine citation intelligence.

Pipeline Architecture

Zero-Downtime Fallbacks Active

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

01 / 05Run Full Simulator

Active Provider Adapters

Dual integration with Cloro AI Answer Engine SDK and Brandfetch Domain Intelligence.

Live Adapters

Cloro AI Answer Engines

Deterministic Fallback

dashboard.cloro.dev &nearr;

Real-time multi-engine monitoring across ChatGPT, Gemini, Perplexity, Copilot, and Google Search.

chatgptgeminiperplexitycopilotgoogle

Cloro API Key Override (Optional)

Brandfetch Domain Intelligence

Presets & Scrape Fallback

brandfetch.com &nearr;

Extracts official high-resolution logos (SVG/PNG), company descriptions, industries, and locations.

logo_svgcompany_metaicp_enrichmentlocation_code

Brandfetch API Key Override (Optional)

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.