Choose a Practical Resource
Methodology available
Ecommerce Tool Evaluation Methodology
Use the evidence, workflow and limitation framework behind the published research pages.
Open the methodologyDirectory available
Published Tool Reviews and Comparisons
Browse the current review and comparison routes by the decision each tool supports.
Browse the published reviewsReview available
Kalodata Review
Assess TikTok Shop product, shop, creator and content research against a defined workflow.
Read the Kalodata reviewReview available
WinningHunter Review
Evaluate an advertising-led path into product and Shopify store research.
Read the WinningHunter reviewComparison available
WinningHunter vs Kalodata
Run a matched decision test between ad-to-store research and TikTok Shop intelligence.
Open the comparisonReview available
TrendTrack Review
Review a dated trend-monitoring workflow before adding another research subscription.
Read the TrendTrack reviewReview available
ShopHunter Review
Start with known Shopify stores when assortment and offer context are the real question.
Read the ShopHunter reviewPricing guide
WinningHunter Pricing
Compare the public WinningHunter price snapshot with the limits to verify before paying.
Check WinningHunter pricingComparison available
WinningHunter vs ShopHunter
Compare ad-first and store-first research workflows against the same operating brief.
Open the comparisonDownload the CSV Templates
Open a blank CSV in Excel, Google Sheets or another spreadsheet tool. Each file uses the same fields shown in the checklists below and contains no signup, tracking gate or invented example data.
Record demand, economics, supply checks, owner and stop condition.
Compare known entities, missing evidence, exports and subscription fit.
Document public ad evidence and an original test concept.
Product Research Brief Checklist
- Target country, category, customer and price band
- Customer problem and reason the offer could be different
- Demand evidence with source, date and observation window
- Shop, seller, creator, content or advertiser concentration
- Landed cost, fees, commission, advertising, returns and margin assumptions
- Supplier, documentation, packaging, fulfillment and policy checks
- Proceed, monitor or reject decision with an owner and deadline
- Small-test budget, success metric and stop condition
Tool Trial Comparison Sheet
- The exact recurring question the subscription must answer
- Required markets, entities, date windows, seats and exports
- One known strong example and one known weak example
- Records found, important records missing and dates shown
- Estimate labels, source clarity and checks required outside the tool
- Time to produce a reusable brief and whether another operator can repeat it
- Current plan, billing cycle, renewal terms and cancellation route
- Keep, replace or postpone decision with the reason recorded
Ad and Creative Research Checklist
- Advertiser, platform, market, landing page and observation date
- First-seen and last-seen dates where the source exposes them
- Hook, customer problem, proof, offer and call to action
- Repeated themes across several creatives rather than one isolated ad
- Official ad-library link or another primary public record
- Original test concept that does not copy protected creative or claims
- Budget, success metric and stop condition for the proposed test
Use the Correct Source of Truth
- Platform policies, account status, orders and settlements: the relevant seller or advertising account
- Product costs, lead times, documents and quality: supplier records and samples
- Contribution margin and cash impact: the business's finance records
- Customer problems and returns: support, review and return records
- Competitor and market signals: dated third-party or public research, clearly labeled when estimated