Safe Harbor & Empirical Research Methodology Notice

All research benchmarks, inclusion scores, and AI visibility metrics published by Axiom GEO AI are derived from standardized, unprompted zero-shot evaluations conducted across standard consumer tiers of ChatGPT (OpenAI), Perplexity, Google Gemini, and Claude (Anthropic). Because large language models and retrieval-augmented generation (RAG) systems are probabilistic and update continuously, published findings represent a point-in-time empirical snapshot across anonymized financial institutions (designated strictly as Megabanks 1–6 and Super-Regional Banks 1–6).

Nothing on this website constitutes legal, regulatory, investment, or financial advice, nor does it constitute a commercial endorsement or disparagement of any financial institution’s underlying banking products. “Total Brand Omission,” “The Data Upload Trap,” and “Plaintiff Engineering” are proprietary analytical frameworks developed by Amy Jones and Axiom GEO AI. © 2026 Axiom GEO AI. All Rights Reserved.