Founding Phase · Open
A Product Decision Report for Amazon Sellers
A wrong product decision can tie up $5K–$10K and six months.
SellSense reads real Amazon reviews, pressure-tests the margin, and gives you a clear verdict before you commit capital: ENTER, WAIT, or AVOID.
Built for sellers actively sourcing or seriously comparing products — not just browsing ideas.
SellSense gives Amazon sellers a clearer product decision before they source inventory.
We analyze customer complaints, review patterns, margin risk, capital fit, and differentiation angles — then turn them into a practical ENTER, WAIT, or AVOID report.
It is not built to hype a product. It is built to help you slow down before committing money to the wrong one.
Tier 01
Free Snapshot
$0 · 24–48h delivery
- One-line verdict: AVOID, WAIT, or ENTER
- Estimated margin band after FBA, PPC, returns
- The single biggest complaint pattern, with severity score
- Seller reality flag — PPC pressure vs margin headroom
- 500–600 words. Read it in under four minutes.
Tier 02
Decision Report
Founding: Free · in exchange for feedback
- Six-question structure built around the sourcing decision
- Decision Scorecard — weighted dimensions, a final number
- Capital breakdown — what your money actually buys at this price point
- Three fallback product directions from the same complaint pattern
- 1,900–2,300 words. Read once, re-read at quote time.
01
Send the link
Paste the Amazon URL of the product you're researching, plus a few lines of context — your budget, your experience, your concern.
02
We read the room
Critical reviews parsed for complaint patterns. Margin math against FBA fees and category PPC benchmarks. Incumbent review depth and moat analysis.
03
A verdict, in your inbox
Not a dashboard. Not a score out of 100. A written decision report you can show your partner, your CFO, or your future self the day before you wire the deposit.
SellSense
Decision Report · Sample
Product Under Review
Ingenuity 3D Mini Convenience Stroller — Gray
Decision Scorecard
| Margin Headroom | Poor |
| PPC Vulnerability | High Risk |
| Review Moat Depth | Very Deep |
| Time-to-Market Risk | Tight |
| Compliance Surface | Elevated |
Capital Allocation (illustrative)
Inventory + Compliance Testing$4,200
Launch PPC (first 60 days)$1,800
FBA Reserve + Returns Buffer$1,000
Total to Decision Point$7,000
The full report walks through six decision questions before reaching this verdict.
Every report starts with three inputs: critical Amazon reviews from real buyers, your context — budget, experience, the specific concern that brought you here — and a margin and risk model built on category-level FBA, PPC, and returns benchmarks.
SellSense is currently in Founding Phase. Each report is manually reviewed before delivery while we refine the decision framework with early users.
Founding Phase · Limited
First sellers get the full Decision Report free.
In exchange for detailed written feedback on the report you receive. This is how the product gets sharp before the price goes on. Founding access closes once we've completed enough cycles to validate the framework.
Tier 01
Free Snapshot
$0 · No card
Read the verdict and the biggest complaint pattern. Decide whether the full report is worth your time.
Request Snapshot →
Tier 02
Decision Report
Founding: Free, in exchange for feedback
The full six-question report with scorecard, capital breakdown, and fallback directions. For when you're close to sourcing.
Request Full Report →