Measure your brand inside the agents.
Lens is the observability layer for agent-driven commerce. Visibility, share-of-voice, sentiment, citations, measured per platform, refreshed continuously.
Per-platform measurement
One score won’t do. Lens breaks visibility down by ChatGPT, Claude, Perplexity and Gemini, each has its own retrieval logic.
Citations with provenance
See which pages, posts, and reviews agents are pulling from. Defend the source, or replace it.
Insights, not dashboards
Daily inline insight cards surface the moments that matter, a sentiment slip, a competitive jump, a citation win.
Continuous, not a one-off audit.
Lens runs a tracked prompt set against every major agent on a fixed cadence, so your visibility score is always within 24 hours of the truth, not a slide deck from last quarter.
Four agents. Four different answers.
Each platform indexes the web differently. Lens surfaces that asymmetry so you know where to invest, and which surface needs defending this week.
See the exact questions your buyers are asking.
Every prompt in your tracked set, category, competitor, and long-tail, scored and ranked. Drill into any row for the full response history and source citations.
The signal, not the charts.
Every morning, Lens sends a short feed of what actually changed, ranked by likely business impact, with sources attached.
Negative sentiment on Perplexity rose 11 pts this week.
Three new Reddit threads in r/malefashionadvice are being cited as primary sources. Two reference fit inconsistency on the oversized tee line.
Moved from #5 to #2 on “sustainable basics europe”.
Your March sustainability page is now cited in 68% of Claude responses to this prompt, up from 14% two weeks ago.
You’re now the canonical citation for denim sizing.
ChatGPT routes 84% of sizing questions to your size-guide page. The previous canonical source was zara.com, worth defending with internal links.
LC Waikiki overtook you on “affordable basics turkey”.
Their new press coverage in Daily Sabah is being cited by three of four agents. Similar response structure to your February launch.
Lens was the first tool that made AI visibility feel like a metric we could actually move. Three months in, we’re up 14 points on ChatGPT.
Pairs with Prism and Playbooks.
Lens tells you what’s happening. Prism gives agents the data they need to surface you. Playbooks turns the insight into work.
Make your catalog agent-readable.
Structured product, price, and stock data served to agents in real-time. Close the loop from insight to retrieval.
Explore PrismAutomate the response.
Trigger a competitor audit on a ranking drop, generate a FAQ block on a new prompt cluster, ship briefs to your team.
Explore Playbooks