AI VISIBILITY REPORT
Prepared by Spyglasses
Compare visibility across conversational AI platforms, and benchmark performance against competitors.
An Australian-American economist and public policy scholar who is a professor at the University of Michigan and senior fellow at the Peterson Institute for International Economics.
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 Justin Wolfers?" — with and without web browsing — and compared the answer to the neutral source baseline. Average identity accuracy 91/100 across 4 models. Cross-model consistency 94/100.
Contains outdated (once-correct) information
The response accurately describes Wolfers' current roles at the University of Michigan and Peterson Institute, correctly identifies his research areas, and appropriately characterizes him as a public intellectual. However, it includes factual errors regarding affiliations with NBER and Brookings Institution that are not supported by the known facts, and it omits the recent Platypus Economics newsletter launched in Spring 2026.
Each narrative was semantically matched against the 33 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.
Discovery query analysis is still processing. Results will appear here once complete.