01 / Tools

Free tools for search systems work.

Practical utilities for the parts of modern SEO that keyword tools do not cover well yet. Bring your own API keys where needed — nothing is stored on our servers.

More tools will land here as they are ready for public use.

Available now

Each tool opens in its own workspace with export and BYOK settings.

01

Dual-Model Content Safety Score

Injection Risk Scorer

Score brand copy on a Claude-safety / GPT-appeal axis, flag injection-trigger language with highlighted spans, and get evidence-led rewrites — with an optional BYOK live dual-model probe.

Open tool
02

fan-out query analysis

Query Fan-Out Gap Analyser

Pool fan-out queries from DevTools, Qforia, Perplexity, or DataForSEO, cluster them by intent, and score each cluster against a URL to find content gaps and brief stubs.

Open tool
03

selection rate optimisation

SRO Snippet Tester

Simulate the passage-selection step in AI search. Pit your snippet against competitor snippets for a grounded query, see which one a model would cite, and get an SRO rewrite that improves your odds.

Open tool
04

grounding vs in-model

Grounding Query Classifier

Classify whether a query is likely grounded (retrieval-sensitive) or answered from model memory — before you invest in page-level SEO or passage work.

Open tool