Pre-Launch Seller Intelligence

OpenAI-ready insights

Pre-Launch Product Validation

Enter a new product idea to estimate launch fit, comparison pressure, Singapore target area, and initial stock size.

New Product Details

Editable seller review

Product title Shopee category Product type

Selling price Initial launch stock

Shipping/order Packaging/order

Ad cost/order Target area in Singapore

Target region Colors Features Description Keywords

Upload a photo in the panel on the right. OpenAI will fill this editable form, then the seller confirms or updates the details before analysis.

No pre-launch product loaded

Upload a product photo here. The demo will fill an editable starter listing with suggested title, category, price, target region, features, description, and keywords.

Upload Product Photo No image added yet

Launch Decision

Waiting

Recommendation Waiting

Upload details and run the analysis.

Comparison Snapshot

Seller vs mock Shopee SG

Your price--

Run analysis to compare against competitors.

Competitor avg--

Average competitor price and range.

Initial stock--

Suggested launch stock after market evaluation.

Review pressure--

How established competitors look.

Best angle--

Most useful launch positioning.

Current vs Potential Market Fit

Current vs improved

Analysis Comparisons

Pre-launch score drivers

Demand vs market--

Waiting for competitor data.

Competition pressure--

Waiting for competitor data.

Price & cost room--

Add selling price and operating costs.

Differentiation--

Waiting for feature comparison.

Listing readiness--

Waiting for listing checks.

Competitor Matches

CompetitorMatchPriceReviewsShips fromScore

Listing Readiness

Singapore Area Fit

Area fit

Best area: --

Run analysis to see the strongest Singapore target area.

Margin & Region

Operating room

Selling price--

Seller-entered launch price.

Operating room--

Before buying cost.

Room percentage--

After platform and operating assumptions.

Safe ad spend--

Suggested performance ceiling.

Recommended Changes

Action plan

Risks & Data Quality

Mock data mode

Seller Approval

Human in loop

If the seller is satisfied with the analysis and editable listing details, this product can be prepared for post-launch monitoring.