Why every SeoPiece article shows its sources

Ask any large language model a specific factual question enough times and eventually it will confidently tell you something wrong. That's not a flaw unique to one model — it's a known property of how these systems work. Any tool that ignores this and ships raw AI output straight to your site is asking for trouble.

Research first, verification second

Before SeoPiece drafts an article, it researches the keyword: real, current top-ranking pages, read and used as grounding material. That's step one. Step two — the part most tools skip — happens after the draft exists: an independent pass checks every factual claim in the finished article against those same sources, and reports what fraction actually held up.

You see that number on every article, right next to the draft. It's not a marketing claim; it's a measurement, computed the same way every time.

What this changes for you

Instead of reading a 2,000-word draft end to end hunting for anything that sounds made up, you can look at one number and decide how carefully you need to review. High verified ratio and a strong Article Score, on a low-stakes topic? Approve and move on. Lower ratio, or a topic where being wrong actually matters? Read it closely before it goes anywhere near your site.

That's the whole idea: not "trust the AI," but "trust the system that checks the AI" — and see the evidence yourself.