Alhena

Alhena — Merchant-side AI-commerce panel across 310 US ecommerce brands: sessions, conversion and revenue segmented by referral channel (13 channels tracked) and by AI provider (ChatGPT, Perplexity and others), covering Oct 2025 - Apr 2026 with order value per provider. Uniquely, the panel also segments by on-site AI-assistant engagement, distinguishing visitors who merely arrived from an LLM from those who then interacted with the brand's own on-site shopping assistant — the layer where conversion is highest. Alhena also operates an AI-visibility product, so it holds the paired prompt-level …

Alhena offers (Alternative, Fundamental, Sentiment) — 310 US brands × 13 channels over a 7-month window. At a typical mid-market ecommerce brand running roughly 100K-500K sessions per month, that implies an order of 200M-1B sessions in the analysed panel, with conversion and revenue outcomes attached; the AI-visibility line adds a prompt corpus of repeated category prompts per brand across multiple models.

Longitudinal per-visitor-value series for AI referral channels — the scarce measurement, since most sources track AI traffic volume without revenue; labelled channel-comparison panels (13 channels with conversion and order value) for media-mix and channel-substitution models; the on-site-assistant engagement segment as direct supervision for conversational-commerce and shopping-agent models (it isolates what assistant engagement is worth in conversion, 9.84% vs 2.68% vs 1.07% organic); per-provider order-value series for evaluating which assistant's recommendations carry commercial intent; brand-level AI-visibility time series as an alternative signal for forecasting ecommerce revenue shifts.

Coverage spans US; Application Software; alternative, fundamental, sentiment; equities.