Research

Original research on how fintech and payments companies appear in AI-generated answers. Studies, benchmarks, and evaluation data built to be cited.

Fintech AI Visibility Study

How funded fintech companies are appearing — and failing to appear — in AI-generated answers across the four major AI search engines.

2026 Fintech AI Visibility Benchmark

The first systematic measurement of fintech company visibility across ChatGPT, Gemini, Claude, and Perplexity. 50 companies, 8 verticals, 16 queries, 4 engines. Dataset included.