THE AI VISIBILITY LIBRARY
How fintech gets found, extracted, and selected by AI search.
Research, methodology, comparisons, and field notes for fintech and payments companies building visibility in AI-generated answers.
FEATURED RESEARCH
Start with the benchmark.
The 2026 Fintech AI Visibility Benchmark
We measured 51 fintech and payments companies across ChatGPT, Gemini, Claude, and Perplexity to understand which brands appear in AI-generated shortlists and which do not.
BROWSE BY CATEGORY
Explore the systems, research, comparisons, and field observations behind AI visibility.
Methodology
The frameworks behind AEO, GEO, citation architecture, and AI visibility systems.
Research
Original benchmarks and studies on how AI engines surface fintech and payments companies.
Comparisons
Decision resources for fintech teams evaluating AI visibility vendors and approaches.
Field Notes
Operational observations from building AI visibility systems in regulated industries.
NEXT STEP
See where AI search is leaving you out.
Before our first call, we audit your category queries across ChatGPT, Gemini, Claude, and Perplexity. You see the gap before you spend anything.