firmly Ask Agent
Mechanism and classification
Customer request plus live catalogue, price and stock → recommendation and conversational checkout. Interpret this mechanism at the stated maturity level. A launch, demonstration or reference blueprint does not establish widespread operation or commercial success.
Editorial scope
The status describes the documented stage of the model; it is not a claim of market penetration or commercial success. Provider metrics remain provider claims unless independently confirmed.
Evidence
- Source 1 · firmly.ai ↗Event / published: 05.11.2026
- Source 2 · independence must be assessed separately · geekwire.com ↗Published: 07.11.2026
Complete research dossier
The complete editorial record — including the case-specific mechanism, chronology, limitations and cross-references — is maintained in German. Use the DE switch to open the exact counterpart.
Mechanism and limits
Customers describe what they need in natural language. Ask Agent uses the merchant’s live catalogue, price and inventory to recommend products and can continue through checkout inside the conversation.
The merchant remains seller of record and keeps its payment provider and customer relationship. Funding and product launch are independently reported; reach, conversion and order-value figures are not independent impact evidence.
Dates and evidence scope
- Recorded event / reference date
- 2026-11-05
- Atlas first publication
- Not separately established
- Source review in this audit
- Not separately established
The editorial update date is not a claim that every source or current product feature was rechecked. Unknown dates remain open. Source publication dates are listed with the evidence above.
Structured evidence and geography register · Unclassified source roles and unassigned origin/market fields are explicitly marked.