AI VISIBILITY REPORT
Prepared by Spyglasses
Compare visibility across conversational AI platforms, and benchmark performance against competitors.

Crisis communications strategist, author, and public relations expert known for her work in media crisis management and social media analysis.
The profile below was assembled from public web search results — bios, press, and company pages.
Built from public web sources, not a neutral encyclopedia — treat identity accuracy as directional.
We asked each model "Who is Molly McPherson?" — with and without web browsing — and compared the answer to the neutral source baseline. Average identity accuracy 90/100 across 4 models. Cross-model consistency 94/100.
The AI response accurately portrays Molly McPherson as a crisis communications strategist and content creator with expertise in media crisis management. It correctly identifies her current role, employer (Molly + Co.), her book, and her social media presence.
Each narrative was semantically matched against the 32 AI answers collected for this report — the identity questions ("Who is this person?", with and without browsing) and the field-level discovery prompts, across every model tested. Select a narrative to see where it surfaced.