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Alhena AI

AI-ASSISTANTS
Velocity5.0

AI shopping and support concierge for ecommerce (formerly Gleen AI).

alhena.ai ↗

Alhena is slicing one benchmark study into a month of posts, one finding each.

agentic-commercebenchmark-researchai-visibilityretail-aicategory-definition
◆Current state
Alhena AI sells shopping agents for ecommerce, and its feed is currently one piece of research being published a finding at a time. The 2026 stress test ran fifteen live AI shopping agents through real storefronts as ordinary shoppers: all fifteen could answer, nine could sell, four could complete a return or order change, and one remembered the shopper on a return visit. Four of the last five posts restate those same numbers from a different angle — the answer-to-act gap, memory, and now a taxonomy separating personalisation engines, AI search and agentic assistants by which ceiling each hits.
◆Where it's heading
The taxonomy post is the tell: by naming three technologies that share a chat box and assigning each a hard ceiling — Recommend, Sell, Act and Remember — Alhena turns its benchmark into a category ladder with its own product at the top rung. Around that sit dated vertical censuses separating shipped assistants from announced intent, an attribution model, and comparison pages against AI visibility tools including Profound. None of this is product news; the last shipped features in the feed were the embeddable agents in July.
◆Prediction
Expect the study to keep yielding one post per finding until it is exhausted, then a refreshed census or a second vertical on the same template; actual release notes will keep arriving only as launch posts between research runs.

◆Recent moves

  1. 2d ago

    AI Search vs Personalisation Engine vs Agentic Assistant: What's Behind Your Chat Box?

    A taxonomy post built from the same 2026 study, sorting personalisation engines, AI search and agentic assistants by the ceiling each hits. It is positioning content rather than a product change, but it is the clearest statement of the ladder Alhena's research is constructing.

    View source ↗
  2. 3d ago

    Do AI Shopping Assistants Remember You? Only 1 in 15 does

    Restates the memory finding from the fifteen-agent study — one in fifteen remembered a returning shopper — as its own post. No product news.

    View source ↗
  3. 6d ago

    Why Can't My AI Agent Complete a Return? Inside the answer-to-act gap

    The answer-to-act gap from the same study given its own post: fifteen agents explained a return, four completed one. Research marketing, not a release.

    View source ↗
  4. 8d ago

    The State of Agentic CX in 2026: Why AI Shopping Agents Answer in Unison but Act Alone

    The parent post carrying the full stress-test result the surrounding entries each expand on. It defines the four-rung ladder — answer, sell, act, remember — that the rest of the feed now argues from.

    View source ↗
  5. 22d ago

    Who's Actually Live: AI Assistants in Health & Wellness Retail (July 2026)

    A dated census of which health and wellness retailers have a shopping agent actually live versus announced, with evidence for each. It establishes Alhena as the arbiter of what counts as shipped, but reports on other companies rather than its own product.

    View source ↗
  6. 27d ago

    Measuring AI Agents for Wellness Brands: Benchmarks and an Honest Attribution Model

    An attribution framework for wellness brands measuring agent performance, separating engagement, attribution and incrementality. Methodology content aimed at the same vertical beachhead, with no product change behind it.

    View source ↗