AI Agents for Export House RFQ and Buyer Follow-up.
Build a repeatable path from buyer enquiry to reviewed quotation, with product evidence, clear ownership and timely follow-up.
Organize the enquiry before drafting a reply
Export houses receive enquiries through Alibaba.com, email, website forms and sales teams. Each buyer may describe quantity, specifications, destination and delivery expectations differently. An AI assistant can turn that message into a draft enquiry record while retaining the original text. Staff can then see which details are confirmed and which still need a buyer response.
For a machinery enquiry, the record might include model, voltage, capacity, quantity, destination and requested certificates. Missing voltage or capacity should trigger a clarification question. The assistant should not choose a convenient value from an unrelated product listing.
Use approved catalog and pricing data
A catalog lookup should return a product ID, revision date and source record. The AI can explain possible matches, but technical staff should review alternatives that differ in specification. Calculate prices, margins and currency conversions with approved business rules and current inputs; use the model to draft the explanation around those calculated values.
Keep internal costs and negotiation limits out of buyer-facing drafts. If the latest price or stock status is unavailable, place the quotation on hold rather than reuse an old commitment. A reviewed quotation needs explicit validity, quantity, currency, delivery assumptions and responsible approval.
A practical RFQ workflow
- Create one enquiry ID across the inbox and CRM.
- Extract buyer requirements and flag missing fields.
- Retrieve permitted product records and supporting documents.
- Ask the sales owner to confirm buyer fit and product selection.
- Calculate commercial values through approved pricing rules.
- Generate a quotation draft with traceable source fields.
- Send only after approval and record the approved version.
- Schedule follow-up using the buyer’s context and stop when the owner closes the enquiry.
The agent can choose which approved catalog lookup to run or identify a missing document. The approval state, allowed systems and permission to send remain enforced by the application. Use supported integrations and confirm platform access before connecting a seller account.
Connect the workflow to the current Alibaba.com matrix
The supplied matrix lists GGS Basic, Discover, Promise and Verified. Discover includes 40 RFQs per month; Promise lists 40 per month plus 5 Green Passes and 5 priority quotes; Verified lists 60 per month plus 10 Green Passes and 10 priority quotes. Basic is marked for discontinuation on 1 January 2027. See the current package comparison for prices, dates and inclusions.
Discover, Promise and Verified also list the Alibaba AI Export Expert Agent features. These platform inclusions are separate from a custom inbox, quotation or CRM integration. A membership does not by itself establish that an agent can read a mailbox, change business records or send quotations.
Follow up with evidence and ownership
A useful follow-up draft references the buyer’s requested product and the last agreed next step. It should stop when the buyer declines, the enquiry closes or the sales owner pauses the sequence. Merge repeated enquiries carefully and require review before changing the buyer’s company identity.
Measure median response time, missing-information rate, quotation corrections, missed follow-ups and cost per reviewed quotation. Test with confusing units, duplicate messages, unsupported certifications and stale product records before allowing live actions. Dyneton can connect AI workflows with catalog systems and exporter CRM operations.