Publish at the speed of AI, with the confidence to know it's right.
Koality Gate is an API that fact-checks AI-generated content against live authoritative sources before you publish.
Paste content in the dashboard or POST via API.
{ "confidence": 0.96, "output": "Anthropic was founded in 2021 by Dario and Daniela Amodei...", "claims": [ { "claim": "Anthropic was founded in 2019", "verdict": "INACCURATE", "consensus": true, "verdicts": { "perplexity": "INACCURATE", "gpt4o": "INACCURATE" }, "correction": "Anthropic was founded in 2021 by Dario and Daniela Amodei", "source": "anthropic.com/company", "source_date": "2026-02-18", "freshness": "current" } ] }
Every claim needs a real, live, clickable source attached to it before it clears the gate. If we cannot find one in an authoritative place, the claim gets flagged. We do not invent confidence.
Official company sites, government data, and primary research only. Reddit posts, aggregator sites, and blogs get rejected. Every source comes with a publication date so you can see exactly how fresh each fact is.
Every claim, every verdict, every source, every correction comes back in the output. Your team can inspect and override anything. We cut review time down, we do not cut your team out.
The gate decides. Wrong claims get corrected. Unverifiable claims get cut or rewritten in neutral phrasing. Output is ready to publish, no manual review required.
The gate handles claims with clear verdicts automatically. Anything genuinely uncertain or unsourced gets flagged for you to decide. Most teams run it this way.
Every flagged claim goes to your queue. You review the source, the verdict, and the proposed correction. Nothing changes until you approve. For high-stakes content where every word matters.
Each mode works whether you submit via the UI or the API, and whether you want JSON or a readable report.
Ship AI-assisted content for clients without betting your reputation on every stat. Every draft passes the gate before delivery.
Scale your publishing without scaling your review process. Quality gets enforced before anything goes live, not after a reader catches something.
One POST request. JSON back. Slots into any pipeline, CMS, or agent workflow without rearchitecting anything.
High volume publishing means errors compound. A wrong executive name, an outdated stat, a claim with no backing. The gate finds those before your audience does.
If a wrong stat, an outdated number, or an unsourced claim is a liability for your team, get on the list. Founding pricing is locked for everyone who signs up now.