What is the Dice Roller?

A free tool that runs the same prompt against an AI model five times, then shows which brands and answers the model always returns vs. only sometimes returns. It measures AI response stability.

Why run the same prompt five times?

AI models are non-deterministic. Asking ChatGPT "best CRM for startups" five times can return five different lists. Brands that show up every time are AI-stable. Brands that appear only sometimes are phrase-dependent. Stability is the leading indicator of recommendation share.

Which AI models can I test?

ChatGPT (multiple OpenAI models), Gemini, Grok, and Perplexity. Research users can also run multi-model experiments to compare cross-model agreement on the same prompt.

Yes. The browser version uses your own API key, so you control the cost. We also publish 100+ result archives for free reading at /dice-roller/results.

What do the stability categories mean?

Stable: the brand appears in all five runs. Variable: the brand appears in some but not all. Missing: the brand never appears. The result page color-codes every brand by category.

Can I publish my results?

Yes. Click "Publish" on any result to get a permanent link at /dice-roller/results/{slug}. Published results are indexed by search engines and discoverable by AI assistants.

AI Dice Roller

FreeNo API key needed1 free roll a dayOne AI model per roll

Testez la cohérence des réponses de l'IA à votre question. Exécutez la même requête plusieurs fois pour découvrir quels messages sont stables et lesquels sont variables.

Multi-Model Analysis

Compare how ChatGPT, Gemini, and Grok see your brand side by side.

Book a demo

Grounded Web Search

See real-time AI answers with live web citations and source tracking.

Book a demo

Documentation

Mémoire : Utilise les données d'apprentissage de l'IA. Montre ce que l'IA « croit » en fonction de ses connaissances.

Que pouvez-vous découvrir ?

Voir tous les cas d'usage

Validez Votre Message

L'IA décrit-elle votre marque selon votre positionnement ? Trouvez les écarts entre ce que vous dites et ce que l'IA croit.

Intelligence Concurrentielle

Voyez quelles marques l'IA mentionne systématiquement par rapport à occasionnellement. Sachant où vous vous situez face à la concurrence.

Identifiez les Lacunes de Contenu

Les mentions variables signalent des opportunités de contenu. L'IA n'a pas suffisamment d'informations - combler ces lacunes.

Votre Question

Upload a CSV of your real searches (Google activity export, ChatGPT history, Search Console queries). Parsed in your browser and kept in local storage on this device; nothing is uploaded. Click a query to roll it.

Nom de la Marque (optionnel)

Suivez la fréquence de mention de cette marque dans les réponses de l'IA

Nombre d'itérations : 5

3 (rapide)7 (complet)

No API key needed. 1 free roll a day on our servers; sign-in raises it to 5.