See who the AI engines recommend, and beat them.
ChatGPT, Perplexity, Gemini and Google AI Overviews are the new storefront. Shoutout runs a panel of real buyer prompts across every engine, tracks whether your products get cited vs. your competitors, and shows your share of voice over time.
You're mid-pack. The leader gets cited 57 pts more often. Shoutout shows exactly which prompts to win.
AI became a real sales channel in 2026. Almost nobody measures it.
Shopify, and a wave of apps, help you enrichyour catalog for AI. None of them tell you whether it's working, whether the engines recommend you or your competitor. That measurement gap is Shoutout.
From store URL to share of voice in three steps.
Connect & name rivals
Point us at your store and list a few competitors. We read your catalog to understand your category.
We generate a prompt panel
A panel of real buyer-intent prompts is built for your category, then run on a schedule across every engine.
Track share of voice
We read each answer for brand mentions & citations, score weighted share of voice, and chart it over time vs. competitors.
A measurement budget, not an SEO-utility price.
- ✓ 25 prompts tracked weekly
- ✓ 2 competitors
- ✓ 3 engines
- ✓ Weekly share-of-voice digest
- ✓ 75 prompts tracked weekly
- ✓ 5 competitors
- ✓ 5 engines
- ✓ Weekly share-of-voice digest
- ✓ 200 prompts tracked weekly
- ✓ 10 competitors
- ✓ 5 engines + API
- ✓ Weekly share-of-voice digest