Onboarding
Sign up, point at a website, get suggested competitors and topics, run your first measurement.
Dashboard
The home view of a project. Headline visibility plus everything that explains it.
AI Indexing
Check whether AI platform retrieval surfaces can find and cite a client’s pages.
Readiness
Audit how discoverable and retrievable your site is to AI agents and crawlers. Scored out of 100 across six categories.
AI Content Optimization
Score how citable each page is for AI answers, and get a ranked worklist of fixes. The content-side companion to Readiness.
Topic performance
Per-topic deep-dive with the AI recommendation, trend, platform breakdown, citations, and raw responses.
Prompt attributes
Labels on prompts that flow through the dashboard as filters. The core mechanism for slicing data.
Workstreams
Goal-tracked clusters of topics and prompt attributes for tracking real-world initiatives.
Reports
Client-ready PDF reports with executive summary, platform comparison, citations, AI recommendations, and an optional per-prompt appendix.
Settings
Per-client brand, competitors, platforms, schedule, and account-wide API keys.
Data sourcing
How OpenLens measures: chat-UI channel, API channel, and the agent channels in beta.
Coming soon
- Prompts and topics. Editing prompts, clone-on-change, attribute assignment, deactivation vs deletion. Most of the mechanics are covered in Onboarding, Prompt attributes, and MCP tools.
- Citations as a standalone surface. Likely doesn’t need one. The data lives on the Dashboard as AI Sources and on Topic performance as Sources Cited.