Citable
Operational question: how do you make SEO, AEO, and GEO audit findings defensible by binding them to evidence, change control, and explicit unknowns?
Citable is an open-source (Apache-2.0) evidence and change-control layer for defensible search and AI citation readiness. It records what a web property makes technically available, what its content can support, and what external systems have been observed doing.
It is not a content generator, not a Lighthouse wrapper, and not an "AI visibility score." Nothing Citable produces guarantees crawling, indexing, ranking, citation, recommendation, inclusion, sentiment, or conversion.
Public repository evidence includes persistent schema-validated registries, 186 detectors across 19 namespaces, evidence packages for runs, fail-closed claim governance, and multi-agent installation via npm as @nebulacomponents/citable.
Citable is related to Nebula Components as the FOSS evidence layer. The hosted Nebula dashboard is a separate product surface. Citable itself is FOSS.
Implemented
- Apache-2.0 open-source evidence and change-control layer for SEO, AEO, and GEO work
- 186 detectors across 19 namespaces with declared remediation, verification, severity, and determinism
- Schema-validated registries and evidence packages with fail-closed claim governance
- npm distribution as @nebulacomponents/citable with multi-agent install tooling
Evidence you can inspect
Citable records observable conditions, collected evidence, and associated remediation or verification. These links are inspectable examples from the public repository—not proof of ranking, citation, or conversion outcomes.
Public repository
Apache-2.0 source, schemas, registries, and CLI.
Detector definition
Claim-namespace detector module showing how a check is declared in code.
Demo evidence package
Demo run-output tree with findings and evidence packaging.
Detector and evidence model
Detectors declare remediation, verification, severity, and determinism. Runs produce schema-validated evidence packages under fail-closed claim governance.
Scope boundaries
- Open source (FOSS); not a commercial product by itself
- Does not score "AI visibility" or guarantee citation, ranking, or conversion outcomes
- Related to Nebula Components but not the same as the hosted commercial product
- Not evidence of enterprise search or AI platform delivery for employers