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RankFabric Documentation

Internal documentation for the RankFabric edge worker platform.

Internal Use Only

This documentation is for the development team. Public API documentation will be available at api.rankdisco.com/docs.

What You're DoingStart Here
Understanding the systemSystem Overview
Debugging classificationClassification Pipeline
API developmentEndpoints Reference
Database changesSchema Reference
Deployment/opsRunbook

Platform Overview

RankFabric is a unified Cloudflare Worker providing:

  1. Keyword Research - AI-powered website analysis, category detection, keyword harvesting
  2. SERP Tracking - Daily and on-demand search ranking monitoring
  3. App Store Crawler - Apple App Store and Google Play catalog and rankings
  4. Backlink Intelligence - Marketing DNA and backlink profile analysis

Classification System

Three self-learning classification pipelines:

PipelineStagesLearning ThresholdKey Dimensions
Domain7 stages>= 80%property_type, tier1_type, channel
URL6 stages>= 65%page_type, tactic_type, quality_tier
Keyword5 stages>= 70%intent, journey_stage, brand_type

Cost Tiers

TierOperationsTypical Cost
FREEHTML scrape, iTunes API, Rules, Vectorize, Low-Noise Crawl$0
CHEAPInstant Pages, Domain Summary$0.0001-0.02
MODERATERanked Keywords, Backlinks$0.03-0.04

Admin Console

Access the admin console at console.rankdisco.com:

  • Dashboard - System KPIs, health status
  • Domains - Domain classification quality
  • URLs - URL classification quality
  • Keywords - Keyword classification stats
  • Costs - DataForSEO spend tracking
  • Queues - Queue depths and processing
  • Corrections - Negative learning feedback