Q3 2026 · B2B SaaS
Top 100 SaaS categories, per-surface share of voice, average presence score by category leader, fastest movers.
RESOURCES
AI visibility benchmarks.
We're aggregating anonymized presence data across categories to build benchmarks you can use to scope your own GEO program. The first reports drop quarterly.
Reports in the pipeline
Q3 2026 · DTC e-commerce
Category and product-level AI mention rates across top consumer verticals.
Q4 2026 · Developer tooling
Which dev tools AI recommends for which jobs. Open-source vs commercial split.
Q4 2026 · Financial services
Personal finance, business banking, investment categories. Compliance-screened sample.
Want a custom benchmark for your category?
Email us — we run them for design-partner customers and Agency-plan teams.