asin-check

Amazon product analysis and lead finder agent. Reads product leads from a CSV/XLSX file, enriches them with Keepa pricing and sales data, caches results in Redis, and runs each product through a local LLM to get an FBA/FBM/SKIP verdict.

Requirements

• Bun runtime
• Redis (local or Docker)
• LM Studio running locally with a model loaded
• Keepa API key (keepa.com)
• Amazon SP-API private app credentials (LWA + refresh token + IAM)

Setup

bun install
cp .env.example .env
# Edit .env and set your KEEPA_API_KEY and SP-API credentials

Usage

bun run src/index.ts <input.csv|xlsx> [--out results.csv]

Examples:

bun run src/index.ts leads.xlsx
bun run src/index.ts leads.csv --out results.xlsx

Large-file behavior:

• If the input has more than 50 products, processing is done in chunks of 50.
• Each chunk is analyzed and written to a numbered output file, for example: results_part_001.xlsx, results_part_002.xlsx, ...
• If --out is omitted for large files, the base output name defaults to <input>_results.xlsx and chunk files are still written with numbered suffixes.

Quick SP-API connectivity tests:

bun run src/sp-test.ts               # Auth + sellers endpoint
bun run src/sp-test.ts B07SN9BHVV    # Auth + sellers endpoint + pricing offer check
bun run src/sp-test.ts --sellability B07SN9BHVV  # Standalone sellability check

Input file format

Accepts .csv or .xlsx files. Column names are matched case-insensitively. Required column:

Column	Aliases
ASIN	—

Optional but recommended:

Column	Aliases
Product Name	Name, Title
Unit Cost	Cost, Price, Buy Cost
Brand	—
Category	—
Amazon Rank	Amazon Rank, BSR, Sales Rank
FBA NET	—
Gross Profit $	Gross Profit
Gross Profit %	—
MOQ	Min Order Qty
MOQ Cost	—
Total Qty Avail	Qty Available
Link	URL, Source

Lead-list format aliases (supported):

Column	Aliases
Name	Product Name, Title, Product Title
ASIN Link	ASIN URL, Amazon Link
Source URL	Source Link, Supplier URL
90 Day Average	90-day Average, Avg Price 90d, 90d Average
Cost	Unit Cost, Buy Cost, Price
Selling Price	Sale Price, Sell Price
Net Profit	Gross Profit
ROI	Gross Profit %, Return on Investment
Supplier	Vendor
Promo/Coupon Code	Promo Code, Coupon Code
Notes	Note
Date	Lead Date

Numeric parsing accepts plain numbers as well as formatted values like $12.50, 1,209.60, and 27.5%.

Pipeline

1. Read — parse input file, validate ASINs
2. Cache check — look up each ASIN in Redis (24h TTL by default)
3. Sellability gate — check all uncached ASINs against SP-API getListingsRestrictions (concurrency: 5 workers); immediately skip ASINs with status not_available and canSell=false (no Keepa/fees wasted)
4. Keepa fetch — batch the sellable (uncached) ASINs in a single API call (up to 100 per request)
5. Enrich — fetch SP-API pricing + FBA/FBM fees for sellable ASINs; combine with Keepa data and spreadsheet data
6. LLM analysis — send batches of 5 sellable products to LM Studio for FBA/FBM/SKIP verdict; skipped ASINs get auto-SKIP verdict (confidence 100) and bypass LLM entirely
7. Output — print results table to console (includes all ASINs), optionally write CSV/XLSX, and persist results to a SQLite database.

Persistent Storage with SQLite

Results from each run are now stored in a SQLite database named results.db in the project root. The SQLite implementation details are handled in src/database.ts. This allows you to:

• Revisit past analysis results.
• Query and analyze historical data.
• Track product performance over time.

The database will automatically be created if it doesn't exist. Two tables are created:

• runs: Stores metadata about each analysis run (timestamp, input file, output file, and summary counts).
• results: Stores detailed analysis results for each product from each run, linked to the runs table.

Output columns

ASIN, Name, Brand, Category, Unit Cost, Current Price, Avg Price 90d, Sales Rank, Rank Avg 90d, Sellers, Monthly Sold, Rank Drops 30d, Rank Drops 90d, FBA Net (sheet), Gross Profit $, Gross Profit %, MOQ, MOQ Cost, Qty Available, FBA Fee, FBM Fee, Referral %, Verdict, Confidence, Reasoning

Environment variables

Variable	Default	Description
KEEPA_API_KEY	—	Required. Keepa API key
SP_API_CLIENT_ID	—	LWA app client id from Solution Provider Portal
SP_API_CLIENT_SECRET	—	LWA app client secret from Solution Provider Portal
SP_API_REFRESH_TOKEN	—	Refresh token from self-authorization
SP_API_REGION	na	SP-API endpoint region (na, eu, fe; us is accepted as na)
SP_API_MARKETPLACE_ID	ATVPDKIKX0DER	Marketplace id used for pricing and fee calls (default: US)
SP_API_SELLER_ID	—	Seller ID used for listing restrictions eligibility checks
SP_API_USE_SANDBOX	false	Enable SP-API sandbox mode (true/false)
AWS_ACCESS_KEY_ID	—	AWS credentials for SigV4 signing (required in most private app setups)
AWS_SECRET_ACCESS_KEY	—	AWS credentials for SigV4 signing
AWS_SESSION_TOKEN	—	Optional session token when using STS credentials
REDIS_URL	redis://localhost:6379	Redis connection URL
LLM_URL	http://localhost:1234/v1	LM Studio API base URL
LLM_MODEL	default	Model name to pass to LM Studio
CACHE_TTL	86400	Redis cache TTL in seconds

Notes

• Available-only processing: SP-API getListingsRestrictions is checked first and only ASINs with sellabilityStatus=available are enriched, analyzed, and included in outputs. Restricted, not_available, and unknown items are excluded.
• SP-API concurrency: fetchSellabilityBatch limits concurrent requests to 5 workers to avoid 429 throttling. Pricing+fees fetches also use 5 concurrent workers.
• No batch endpoint: Amazon SP-API does not provide batch endpoints for getListingsRestrictions or getMyFeesEstimate*. Concurrency limiting with the library's built-in auto_request_throttled safety net prevents overwhelming the API.
• Keepa rate limiting: The client reads tokensLeft and refillRate from each API response and waits automatically when tokens are exhausted. With a Pro subscription (1 token/min), all 100 ASINs in a batch cost 1 token.
• Redis is optional: If Redis is unavailable the tool runs without caching — every run re-fetches from Keepa.
• SP-API: src/sp-api.ts provides fetchSellability, fetchSellabilityBatch, and fetchSpApiPricingAndFees functions. If SP-API credentials are missing or a call fails, the tool falls back to conservative fee defaults and keeps processing.
• Sandbox vs production: When SP_API_USE_SANDBOX=true, production ASIN calls can be denied. Use sandbox-compatible test data or set it to false for live marketplace connectivity.