Research & Reports

Original data on how AI engines choose.

Benchmarks, observational studies, and whitepapers from the HITOX lab — the datasets our programs run on, published in full.

Flagship report Jul 2026
The 2026 AI Citation Benchmark: 40,000 prompts across 12 industries
Which brands ChatGPT, Perplexity, Gemini, and AI Overviews actually cite — and the on-site and off-site signals that separate the named from the invisible.
Read the benchmark →
{{ r.stat }}
{{ r.kind }} · {{ r.date }}
{{ r.title }}
{{ r.desc }}
Read →