AI articles that don't make up facts

RankingArticles checks every claim and every number in an AI draft against the research sources and your own fact sheet. Lines it cannot back are rewritten or removed, and if anything unsupported is left, the article is blocked from publishing. You see a verdict for each claim, with the source link.

Last updated 2026-11-08 · by Venu Gopal Reddy Muvva, founder

The problem

Language models are fluent and confident, and they invent statistics, studies and quotes. One wrong number on your blog can cost you trust with a customer, and checking every line yourself takes longer than writing it.

How to do it in RankingArticles

1. 1

   Add your fact sheet

   In your site's Settings, add the facts you want treated as true: prices, founding year, customer counts, locations. The checker trusts these.

2. 2

   Write an article

   Click Write now on any plan item. The research step collects real sources (the text of top search results) and your fact sheet.

3. 3

   Let the checker run

   After writing, a separate verifier lists every factual claim and asks whether the sources support it. A number guard also checks that every percentage, price, count and date appears in a source.

4. 4

   Read the verdicts

   Open the article's fact-check tab. Each claim shows supported or not, with the source link.

5. 5

   Publish only what passes

   Articles that pass show Ready. Blocked articles cannot be published; an owner can override with a written reason that is logged.

What you end up with

An article where every statistic links to its source, plus a full audit trail of what was checked, changed or removed.

An example

An article on GST billing software claims "most small shops switched to e-invoicing in 2024". No research source says so, so the checker marks it unsupported and the line is rewritten to what the sources do say. A price the owner put in the fact sheet, "₹999 a year", is kept, because the fact sheet counts as a source.

Tips

• Write numbers in your fact sheet exactly as you want them printed.
• Read the Fact-check tab even when an article passes; it shows what was removed.
• Avoid overriding a block: fix the fact sheet or the sentence instead.

When RankingArticles is not the right tool

The checker can only confirm facts that appear in the research sources or your fact sheet. For original research, legal or medical claims, a qualified person should still review the article before it goes live.

What it costs

RankingArticles starts with a 14-day free trial, no card. After that you keep a free plan (3 articles a month), or pick a paid plan from ₹2,499 ($29) a month. Paid live data, such as AI-answer checks, is pay-as-you-go at our cost. See the plans.

Questions