REVENUE FORENSICS LAB

Proof tools for traffic truth, AdSense risk, search demand, and revenue-safe UX.

A browser-native lab for reconciling search clicks, Cloudflare visits, AdSense risk, query demand, snippets, internal links, and ad-slot UX into evidence-backed action packets. Built for site operators who need evidence before changing pages, ads, titles, links, or tool backlog priorities.

GSC vs CloudflareAdSense riskDemand radarSnippet experimentsInternal linksAd slot UX

Traffic Truth

Search Console and Cloudflare Reconciler

Compare GSC clicks, Cloudflare visits, direct traffic, bots, crawlers, AI agents, and likely human sessions with a transparent reconciliation receipt.

Demand Radar

Query to Tool Opportunity Radar

Turn Search Console queries, competitor terms, or support questions into scored tool opportunities with intent, buildability, value, and internal route recommendations.

Snippet Lab

SERP Snippet Experiment Planner

Generate title/meta/H1 experiment variants from low-CTR queries, page intent, and proof points, with cannibalization and unsupported-claim checks.

Link Router

Internal Link Equity Router

Build an internal-link plan from hubs, flagship tools, weak pages, anchor text, and intent clusters with orphan-risk and overlink warnings.

Ad UX

Ad Slot UX Revenue Planner

Plan AdSense-style ad slots around a real tool page without harming task completion, mobile layout, policy safety, or proof output visibility.

QUALITY RULE

Every run must separate facts, uncertainty, and next action.

This lab is not an SEO slogan page. Each route produces concrete outputs: reconciliation tables, policy remediation packets, scored backlog CSV, snippet experiments, link maps, slot plans, and JSON receipts.