Daily Opportunities
What should I review first today? The system prioritizes by opportunity score, risk, seller stage and platform view.
SELL RADAR AI
Professional product radar for cross-border sellers
Validate demand, price room and competitors before you list.
- Cut wasted research
- See demand and price room
- Validate before listing
AliExpress and Ozon research views
Workflow
A complete product research workflow
Each module answers a concrete seller question: discover, study, model, validate and track.
01Daily Opportunities
Find what is worth opening today
Daily Opportunities filters public marketplace data by opportunity score, risk, seller stage and platform view.
02Opportunity Directions
Check whether it is a market, not one product
Opportunity Directions and Market Research show representative items, price bands, orders, category shape and opportunity scores.
03Strategy Models
View the same data through strategy models
Strategy Models reorganize opportunities by ranking windows, price gaps and seller-stage fit.
04Product Clusters
Validate keywords, competitors and next actions
Clusters, Keyword Validation, Competitor Checks and the Opportunity Pool turn research into trackable assets.
Product Map
Every major module shown in the product
Each module is written as a seller question, not a menu label.
Opportunity Directions
Is this more than one product? Review similar items, representative listings, price bands and order signals.
Market Research
Which subcategories deserve deeper work? Use demand, competition and opportunity maps to choose the entry order.
Strategy Models
Which strategy fits my stage? Re-rank opportunities by ranking windows, price gaps and lower-competition openings.
Structure Analysis
Is the market concentrated, price-crushed or still open? Analyze structure before committing resources.
Product Clusters
Which directions are serious enough to track? Turn similar items, keywords and validation paths into assets.
Keyword Validation
How would buyers search for this direction? Generate seed keywords and test search intent.
Competitor Checks
Is the ranking page too hard to enter? Review reviews, sales concentration, ads and promotions.
Opportunity Pool
Save directions that are not ready to list yet, but deserve follow-up and status tracking.
Settings
Seller stage, platform access, plan limits and profile settings calibrate what the radar recommends.
Seller Stage
Different seller stages need different priorities
Starting out
Begin with lower-risk directions that are easier to understand and test in small batches.
Scaling listings
Use market research and strategy models to narrow the list before adding items to the pool.
Operating as a team
Use structure analysis, clusters, keyword validation and competitor checks for repeatable decisions.
Why this is not another winning-product list
The hard part of ecommerce product research is not spotting one item. It is deciding whether the market is still enterable for your store. Sell Radar AI connects category, product, price, order, keyword and competitor evidence into one workflow.
Signal Stack
Daily Opportunities
Start with prioritized product directions
86
Market Research
Check categories, orders and competition
71
Competitor Checks
Validate keyword and ranking difficulty
42
FAQ
FAQ
Who is Sell Radar AI for?
It is for cross-border ecommerce sellers researching AliExpress, Ozon and similar marketplace opportunities with a repeatable data workflow.
Why focus on opportunity directions instead of single products?
Single products can be distorted by short-term ranking, images or promotions. Directions group similar items so you can evaluate demand and competition.
How are keyword validation and competitor checks different?
Keyword validation asks whether buyers search this way. Competitor checks ask whether the ranking page is still enterable.
Does the system decide what I should list?
No. It filters and organizes evidence. Final listing decisions still require sourcing, margin, compliance and store-fit checks.
Start with the directions worth reviewing today
Choose your platform and seller profile, then let the radar organize opportunities, market research and validation steps.