TRAFFIC INTELLIGENCE LAB

Turn weak search data into traffic experiments that can be measured.

This kit reconciles GSC, Cloudflare, and GA confusion; maps AI-search query opportunities; and builds CTR experiment packages with real export artifacts.

Traffic Truth

GSC Cloudflare Traffic Reconciler

Reconcile Google Search Console clicks, Cloudflare visits, GA users, direct traffic, referrers, countries, and bot signals into a human-visitor estimate range, source diagnosis, bot checklist, tracking fix plan, and proof receipt.

AI Search Map

AI Search Opportunity Map Builder

Turn a site niche, seed terms, current pages, competitor angles, user questions, and product proof into an AI-search opportunity graph, query clusters, answer-page briefs, internal-link graph, discovery checklist, and proof receipt.

CTR Lab

SERP CTR Experiment Planner

Turn a URL, query, current title, meta description, impressions, clicks, position, intent, and risk notes into CTR experiment variants, snippet previews, measurement plan, Search Console annotation, and proof receipt.

ARTIFACT PROMISE

Every tool produces an audit trail, not a vague SEO suggestion.

Expected outputs include reconciliation tables, estimate JSON, source diagnosis, AI-search graphs, answer briefs, CTR variants, snippet previews, measurement plans, and receipts.