Business analysis
Sales down? Find what to handle first across traffic, conversion, and product performance.
Input business reportsGet outlier analysis and an action order
An AI assistant built for cross-border ecommerce
Turn cross-border experience
into your intelligent productivity.
From ad analysis to inventory planning, let agents join daily operations. Cut repetitive work, and keep time for judgment and growth.
Focused on Amazon and independent-store operations · Connecting experience with AI
Ads optimization agentSample output
Ad spend is up this week. What should I check first?
✧Start with these 3 checks
Use search-term results, budget mix, and conversion changes to list causes worth verifying.
01 High spend, low conversion termsCheck first
02 Budget caps on converting campaignsOpportunity
03 Placement and traffic-mix shiftsWhy
It shows the reasoning and the next actions. You decide what to do.
Real workflows, specific problemsAnalysisAdsInventoryReviews
YOUR AI TEAM
An assistant for each operating job.
Start from the problem you already know, and find the agent that fits.
Ads optimization
Which terms waste budget, and which deserve more? Make the recommendation traceable.
Input ads and search-term reportsGet negative candidates and targeting notes
Inventory planning
Reorder or clear stock? Spot inventory risk early from sales and lead time.
Input stock, sales, and lead timeGet reorder advice and a risk list
Operating review
Did the change work? Connect actions to results so the next step is clearer.
Input actions and performanceGet a weekly review and next week’s list
FROM DATA TO ACTION
Not just an answer.
A suggestion you can run.
Take ads as the example: a report becomes an action list.
1
Share the data and the goal
Search-term report, observation window, and target ACOS.
2
Analyze with operating rules
Judge spend, conversion, and sample size, and show the basis.
3
Set priority, then act
Handle the clear problems first. Keep watching the uncertain ones.
Search-term recommendations
Terms reviewed128
To check12
Promote candidates6
| Search term | Clicks / orders | Suggested action |
|---|---|---|
| wheelbarrow tire | 32 / 0 | Check relevance |
| 13 inch flat free tire | 24 / 4 | Consider exact match |
| garden cart wheel | 8 / 0 | Keep watching |
This only shows the output shape. A real recommendation needs spend, profit target, attribution window, and product fit — clicks alone are not enough.
BUILT AROUND YOUR BUSINESS
Agents built around a cross-border business, so they actually get used.
Start from Amazon operations, then fit the products, reports, and how the team already works.
Custom ads agent
Use search terms, targeting reports, and profit targets to shape keyword screening, ad diagnosis, and recommendation flow.
Custom analysis and inventory agent
Built around stores, ASINs, and replenishment cycles: sales analysis, stock risk, and a daily operating brief.
Custom operating workflow
Connect listing prep, SOP lookup, weekly reports, and reviews. The team still approves key copy and actions.
Describe the problem→Confirm data and flow→Build a scenario demo→Test and deliver
Operator, and builder.
About MarkShuo
This is where cross-border practice meets how AI can join real work. Operating methods for the business, ads, and inventory are turned into flows you can understand, check, and run.
Cross-border practiceData analysisAI agent development
INSIGHTS & PRACTICE
Beyond the tool: how to make the call.
Cross-border operations, data analysis, and AI practice. These are sample topics for the homepage.
ADS / AMAZON ADS
Should this search term
be negated, or watched?
Build a clearer order of judgment from relevance, sample size, and conversion cost.
ANALYSIS / BUSINESS
When sales drop,
which numbers come first?
Split traffic, conversion, and order value to see which layer moved.
INVENTORY / PLANNING
Replenishment is not only sales.
It is also time.
Put purchasing, shipping, and safety stock on one plan, and see the gap.