Agent scenario notes

The daily work of a seller, organized into reviewable flows.

These notes start from high-leverage seller work: ad optimization, aftersales messages, content creation, and careful review before changes touch an authorized store.

Note 1

Advertising agent workflow

A practical workflow for ACOS optimization, bid changes, budget pacing, search term harvesting, and ad health diagnosis.

Plan cards before high-risk writes
ACOS, CTR, CPC, spend, conversions, and budget pacing analysis
Search term harvest and negative keyword workflows
Execution receipts with audit logs

Ask Optimize US-Store-A ads

Plan Budget, bids, search terms

Confirm Risk and impact review

Execute Actions recorded with receipt

Note 2

Aftersales message workflow

Aftersales notes focus on messages, returns, tickets, reply drafting, and quality follow-up without letting the agent skip policy checks.

Message classification and priority triage
Ticket creation with aftersales linkage
Reply drafts with policy and knowledge checks
SLA and quality checks for operators

Receive Buyer message stream

Classify Return, defect, refund, FAQ

Draft Policy aware response

Resolve Ticket and audit record

Note 3

Content and image workflow

Listing text, A+ content, multilingual variants, compliance checks, quality scoring, and image generation can be reviewed with the same checklist.

Keyword research and competitor references
Listing, A+ content, and local language variants
Compliance checks before publish
Image generation, editing, and batch publishing

Research Keywords and competitors

Generate Listing, A+, image variants

Check Compliance and quality score

Publish Review, schedule, upload

Thinking layers

A simple structure for clearer agent prompts.

Store Data

Read platform facts, ad metrics, orders, messages, inventory, and item content before asking for suggestions.

Seller Playbooks

Turn advertising SOPs, aftersales rules, listing standards, and promotion rhythms into repeatable workflows.

Reviewed Execution

Keep high-impact writes behind review, with notes, change history, and rollback clues for each store.