Shortlist This — Filter and Rank Products

Clean up Amazon search results: hide sponsored listings, group duplicates, and rank products by transparent rules.

Amazon search gives you hundreds of results. Shortlist This turns the page you are looking at into a short, ranked list of the products actually worth considering — and shows the reasoning behind every rank. WHAT IT DOES Run a search on Amazon.com or Amazon.de as you normally would, then click "Shortlist This Page". The extension reads the product cards already visible on the page and builds a clean shortlist: • Sponsored listings are hidden, and you see how many were removed. • Near-identical listings — color variants, multi-packs, repeated ads — are grouped, with the strongest listing representing the group. • Every remaining product gets a 0–100 score with a breakdown you can open: adjusted rating, review confidence, price position, and search relevance. • Each ranked product includes a plain-language explanation of why it placed where it did, and of what could not be evaluated. The ranking is deterministic. The same page with the same settings always produces the same result. No AI model guesses on your behalf, and nothing about the scoring is a black box. FREE FOREVER The clean-up is free permanently: hidden sponsored listings, grouped duplicates, and a transparent ranked top 3, with the number of further qualifying products always disclosed. No account and no sign-up. PRO — PAY ONCE A one-time purchase of $24.90 unlocks requirement filters and the full top 5–10 shortlist. There is no subscription. You can set a budget, a minimum rating, a minimum review count, brand and Prime requirements, and feature thresholds that the extension detects from the page itself — for example wattage or battery life, offered when enough listings state them. Products that fail a requirement are removed with the reason stated and counted, so you always see why something disappeared. Pro filters can be tried on three searches for free. PRIVATE BY DESIGN All analysis happens locally in your browser. The extension does not transmit your searches, the products you see, or your shortlists to anyone. It adds no affiliate tags and never changes product links — the "View on Amazon" button always opens the original, unmodified listing. The only network traffic is license validation for Pro purchases. HONEST ABOUT ITS LIMITS Shortlist This ranks the products visible on the page you opened. It does not crawl additional pages, does not open product pages for you, and does not claim to have found the best product on all of Amazon. When something cannot be read from the page — a missing price, an unstated feature — it is labeled unknown instead of being guessed. Works on Amazon.com and Amazon.de search result pages, in English and German. Shortlist This is an independent browser extension and is not affiliated with, endorsed by, or sponsored by Amazon.