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How sellers are reverse-engineering Amazon's Rufus AI

2024-12-09

Ranking specialists are mapping out how to optimize listings for Rufus, Amazon's AI shopping assistant. The method starts with asking Rufus what the target product is and extracting the attributes it volunteers, then asking how to choose the best one to capture the buyer criteria it weighs, from purity and sourcing to dosage and price. The resulting two lists become the skeleton of a Rufus-friendly listing.

TikTok Shop keeps pulling in sellers despite a court-upheld law requiring divestiture from ByteDance by January 19. The draw: low fees, integrated shopping, and an algorithm so effective that a viral TikTok product can lift its Amazon sales 60 percent or more. TikTok is appealing on First Amendment grounds, takeover talks in the hundreds of billions circulate, and sellers can now borrow against TikTok sales through Parafin Capital. Fee changes arrive January 16, including fulfillment charged on the greater of actual or dimensional weight, $0.75 per-item co-funded free shipping reimbursements, and $0.31-plus hub placement fees; from March 5, free storage drops from 90 to 30 days.

The EU is weighing new fees on Temu, Shein, and AliExpress after duty-free package volume hit an expected 4 billion in 2024, nearly triple 2022. Options include a platform revenue tax, per-item handling fees, and scrapping duty-free imports entirely, though WTO negotiations and Chinese opposition complicate the path.

Walmart Marketplace's search engine marketing program is pitching itself as a traffic bridge from Google, citing an outdoor equipment seller's growth case study. New PPC tool Kazam differentiates by tracking ASIN organic rankings and cutting bids as products climb naturally, with a seven-day free trial.

A new anonymized-data report from a business marketplace benchmarks what online businesses are actually worth heading into 2025. Amazon itself spends about $1 billion a year on Google and Meta ads promoting third-party sellers' products, and Sponsored Ads may soon appear inside Rufus responses.

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