English Wikipedia · March 2026

Find proven citation demand before you write.

Search where Wikipedia already says it needs better sources. The free preview shows two opportunities. Full access unlocks the matching gaps, CSV/JSON exports, API, and MCP access.

renewable energy data publishing medical journal copy testing

Get the full dataset Preview two results free. Unlock the full matching dataset for your market.

Turn Wikipedia maintenance tags into a publishing list

Search a market, see where Wikipedia is asking for stronger sources, then decide what to publish: a benchmark, dataset, explainer, comparison, or research page.

The idea was inspired by an Enso experiment.

Free search shows two sample opportunities.
Full access shows the full matching dataset.
Use exports, API, or MCP to build topic lists at scale.
Publish useful sources first. Citations come later, if editors agree they help.

Web searchPreview 2 visible opportunities, with locked previews when more exist. APIQuery capped samples and see total matches for a market. MCPUse the JSON-RPC MCP endpoint from agent workflows. How it was builtSee the pipeline, data source, extraction numbers, and guardrails.