Tool database
Ecommerce Research Tool Directory
Choose by the job the subscription needs to complete, then check whether the evidence level supports the claims you care about. A high assessment does not make two overlapping tools worth paying for.
Last updated July 13, 2026
Compare published tool coverage
Use the filters to narrow the database by platform and research type. Prices are shown only when a current official figure was recorded; otherwise the table sends you to the current plan rather than preserving an unreliable number.
Use Reviews & Comparisons when you need a full buying decision. This database compares products; the reviews hub helps you choose the right article type.
| Tool | Category | Best for | Starting price | Evidence level | Assessment | Review |
|---|---|---|---|---|---|---|
| Kalodata | TikTok Shop analytics | Product, shop, creator, video and livestream research | Check current plans | Official research and workflow evaluation | Strong documented workflow | Open |
| FastMoss | TikTok Shop analytics | Cross-market entity coverage and export testing | Check current plans | Official research and workflow evaluation | Account test required | Open |
| WinningHunter | Shopify and ad intelligence | Connecting ads, stores, products and competitors | Check current plans | Hands-on workflow test | 8.8/10 | Open |
| Minea | Cross-channel ad intelligence | Meta, TikTok, Pinterest, image and store research | $49/month observed July 12, 2026 | Official research and workflow evaluation | Strong documented breadth | Open |
Showing 4 of 4 reviewed tools.
Choose by recurring job
Start with the output your team must produce each week: a TikTok Shop entity brief, a Shopify competitor brief or a cross-channel creative brief. Platform fit and a repeatable handoff matter more than feature count.
Read the evidence level
A hands-on workflow test can support a scored experience. Official research and workflow evaluation supports a narrower editorial assessment. The label prevents documented features from being presented as long-term account performance.
Avoid subscription overlap
Most sellers do not need two tools performing the same research job. Run the same known entities through both products and keep the one that returns clearer evidence with less manual recovery.