Changelog
What we have been building.
March 21, 2026
AI-generated narrative and perception insights
Scan results now include a natural language summary written by AI, explaining your visibility in plain terms. The perception map combines structured data with LLM analysis for more accurate brand positioning.
March 21, 2026
Under the Hood diagnostic cards
Three new cards in scan results show the technical factors behind your visibility score -- what is working, what needs attention, and where to focus.
March 20, 2026
Competitor bubbles and citation filtering
Competitor brands now appear as visual bubbles in your scan results, making it easy to see where you stand. Citations filter by relevance so you see what matters most.
March 19, 2026
Collapsible sidebar and refreshed navigation
The dashboard sidebar now collapses to give you more workspace. Updated header design for a cleaner look.
March 18, 2026
AI Shopping Journey
New visualization showing how AI guides users from awareness to purchase intent for your brand. See where in the journey AI recommends you -- and where it does not.
March 15, 2026
Multi-platform scoring formula
Visibility scores now weight results across ChatGPT, Gemini, Perplexity, and Claude with a transparent formula. Your score reflects how each AI engine sees your brand.
March 12, 2026
Free scan for any brand
Anyone can now check their brand's AI visibility with a free scan -- no account required. Results include a visibility score, competitor context, and top recommendations.