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LLMrefs and Vetted compared on features, pricing and Editor Score — to help you pick the right business & marketing tool in 2026.
Quick verdict
LLMrefs and Vetted score within a fraction of each other on our Editor Score. Pick LLMrefs if you want brand ranking and citation tracking across major AI engines; choose Vetted for AI product research from reviews and forums. On pricing, Vetted is the one with a free or freemium plan, so it's the cheaper place to start.
| Pricing | Subscription | Freemium |
| Free tier | ||
| Best for | brand ranking and citation tracking across major AI engines | AI product research from reviews and forums |
Track brand rankings and citations across AI search
AI shopping assistant that researches products and prices
Choose LLMrefs if…
Choose Vetted if…
There's no one-size answer here: LLMrefs leans into brand ranking and citation tracking across major AI engines, while Vetted is built for AI product research from reviews and forums. Weigh features and pricing for your workflow. Vetted is the lower-cost place to start thanks to its free or freemium plan; the other is worth a trial if its feature set fits better.
Neither is universally better — it depends on your budget and which features matter most. The side-by-side breakdown above shows where each one wins.
LLMrefs (subscription) is best for brand ranking and citation tracking across major AI engines, while Vetted (freemium) is best for AI product research from reviews and forums. See the full feature and pricing comparison above.
Vetted has a free or freemium plan, so it's the cheaper way to start. For paid plans, check each tool's current pricing on its review page.
Vetted is usually the easier starting point thanks to a lower barrier to entry. Beginners should favour a free tier and a simple interface over raw power.
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Last updated August 2026. Comparisons are ranked by our Editor Score (features, value and pricing, blended with verified user reviews where a tool has them) — see our methodology.