What counts as a citation in AI answers?
A quick framework for classifying brand mentions, implied references, and true citations across models.
Read more →Lilytics monitors AI assistants and search experiences, collects source links, and alerts you when your brand is cited — measure visibility, spot opportunities, and protect reputation.
Built for brand, SEO, and comms teams who need signal — not noise.
We track branded queries and brand-adjacent topics across AI answers.
Every mention includes citations and links so you can verify and learn.
Email alerts when visibility spikes or sentiment changes.
Clean charts for share of voice, model coverage, and category trends.
Invite your team, export CSVs, and share dashboards securely.
We only collect what’s needed to measure brand visibility.
Add your brand & topics
Tell us your brand and the keywords that matter — we map queries and variants automatically.
We monitor AI answers
Our crawlers check major AI assistants and record where/when your brand is cited.
You get alerts & dashboards
Email alerts for spikes and clean charts to track visibility over time.
Example: Share of voice (last 30 days)
* Placeholder visualization (no client JS). Real dashboards live in app.
Start free. Upgrade when you need more coverage and seats.
Custom
Security & scale
Insights on AI search, brand visibility, and measurement.
A quick framework for classifying brand mentions, implied references, and true citations across models.
Read more →Share of voice, model coverage, and sentiment — how to keep it simple and useful.
Read more →Where users actually see brands today, and how it’s changing faster than SEO playbooks.
Read more →