“friction AI's audit pinpointed exactly which content gaps were costing us recommendations. Six weeks later, our ChatGPT visibility was up 42%.”
Confidential — Workflow Automation SaaS
B2B SaaS AI visibility audit and content gap closureA B2B SaaS platform used friction AI to identify and close recommendation-surface gaps across ChatGPT, Gemini, and Perplexity. Visibility rose 42% inside six weeks without changes to underlying product positioning.
“friction AI's audit pinpointed exactly which content gaps were costing us recommendations. Six weeks later, our ChatGPT visibility was up 42%.”