Authority Source Hub — Kill AI Hallucinations at the Source | SEO-GEO
Most AI writing flows look for hallucinations after the fact. We feed real, sourced material to the AI before it writes a single word.
AI's biggest weakness isn't writing style — it's hallucinations. Made-up statistics, fabricated expert quotes, outdated regulations. Traditional approach: write first, then run a Hallucination Scanner. But detection only tells you what's wrong — not what's right.
What can you check or produce?
- Parallel fetch across 4 authority types: Wikipedia / Statista / Gov / Academic
- AI extracts facts ONLY from fetched material — no hallucination allowed
- Each fact tagged: source index, data point, confidence (high/med/low)
- Auto-generated, paste-ready 'References' block in Markdown
- One-click handoff to Article Generator with the evidence chain preloaded
- Searchable history — reuse the same topic at zero extra cost
How should you interpret results and choose the next action?
AI's biggest weakness isn't writing style — it's hallucinations. Made-up statistics, fabricated expert quotes, outdated regulations. Traditional approach: write first, then run a Hallucination Scanner. But detection only tells you what's wrong — not what's right. We flip the order. Fetch authority sources before writing — Wikipedia for definitions, Statista / Our World in Data for statistics, government sites for policy, arXiv for cutting-edge research. The AI extracts facts strictly within that material; anything beyond gets refused. Every extracted fact carries a [Source N] tag — citation-ready. One click pushes the whole evidence chain into the Article Generator, so all 5 generation steps stay grounded. EEAT signals get baked in. The Markdown reference block goes straight under your article — instant compliance.
Frequently asked questions
How is this different from the Hallucination Risk Scanner?
Scanner is post-hoc detection — it flags suspicious claims after writing. Hub is pre-emptive prevention — it feeds real material to the AI before writing. Use them together: write with Hub, double-check with Scanner.
Is the fetched content copyright-safe?
We extract facts (data, definitions, regulations) — not paragraphs. Every fact is sourced. Always keep the references block when publishing — it's standard academic and journalistic citation practice.
Is it free for everyone?
Yes. Truthfulness is a baseline, not a premium feature. Pro users get higher concurrency limits.
By the 23SEOGEO team · Last updated: