Why this matters
AI answers are now a distribution channel
Generative answers shape how buyers evaluate brands long before they land on your site. Release 0.1 turns the signals hiding inside those answers into visibility, sentiment, and influence metrics your team can act on.
With Raginator, marketing, communications, and SEO leaders can now see what users hear when they ask AI for advice, benchmarks, or product recommendations. This launch marks the start of treating AI search as a channel you can actively manage.
What shipped
Release highlights built for go-to-market teams
Every capability in this release is anchored to the features showcased on our home page.
How teams will use it
Release 0.1 unlocks confidence
Visibility dashboards make it simple to report how often you appear in priority conversations and which assistants prefer you over competitors. Sentiment timelines highlight the language AI leans on when describing your brand so you can reinforce or redirect narratives quickly.
Citation intelligence closes the loop. Knowing which sites influence AI answers helps your content, PR, and partnership teams prioritise the publications that move the needle most.
Coverage across AI surfaces
We built ingestion pipelines for the leading general-purpose assistants so your brand story is consistent no matter which interface prospects use.
Narratives you can act on
A narrative engine summarises what AI is saying today versus last week. Marketing, comms, and leadership teams can now align on one source of truth.
Actionable intelligence at scale
Transform raw AI mentions into strategic insights your team can act on immediately. Every data point connects to clear next steps for your brand strategy.
Final word
Thank you to our early partners
Release 0.1 is only possible because of the teams who trusted us early. Your feedback pushed us to design an experience that mirrors the polish and motion system you see across the rest of our site, now applied to storytelling inside AI.
We're excited to keep building in public. If you have a use case you want to see represented, reach out and we'll co-create the roadmap together.
See your narrative inside AI
Public release 0.1 gives your team the first real-time window into how AI assistants evaluate your brand.
Raginator captures the answers buyers hear before they ever reach your site, so you can steer the story with data.
- •Get a unified visibility score across ChatGPT, Gemini, Claude, Perplexity, and more
- •Spot sentiment swings in the language AI uses to describe your launches
- •Audit the exact sources and domains LLMs cite when they mention your products
- •Benchmark how often you appear versus competitors in high-intent AI conversations
This is the moment to own your AI presence. Jump into the app to monitor the impact of this release and see your next opportunities.
Stay ahead of the curve
Stay updated on our journey
Be the first to know about new features, product updates, and insights from our team as we build the future of AI visibility.