Brand Analytics Search Frequency Rank (SFR) tracks how often customers search fo
By Anthony Nguyen 🟢 · June 11, 2026 · Curated by George's Blog
Brand Analytics Search Frequency Rank (SFR) tracks how often customers search for specific terms, ranked against all other search terms on Amazon. Lower rank means higher search volume.
Most sellers use SFR to find keywords. That's table stakes. Smarter sellers use SFR trends to forecast demand.
Here's how: pull SFR data weekly for your top 20-30 keywords. Track rank movement over 8-12 weeks. A keyword dropping from rank 50,000 to 25,000 means search volume roughly doubled. Your inventory plan should reflect that. If it doesn't, you're flying blind.
The real power is spotting trends before they hit your sales. If "vitamin D 5000 IU" starts climbing in September, the winter wellness spike is coming earlier than last year. Adjust your FBA shipment timing by 2-3 weeks. That's the difference between capturing demand and watching competitors sell your market.
Combine SFR trend data with your own sales velocity for a two-signal forecast:
1. External demand signal (SFR trend direction and magnitude)
2. Internal performance signal (your conversion rate on that keyword)
SFR rising and your CVR stable? Demand for your product is about to increase. SFR rising but CVR declining? Competitors are capturing the growth. Two different problems. Two different responses.
SFR updates weekly. Set a recurring pull. The sellers who spot trend shifts 3-4 weeks early have a massive inventory advantage over everyone else.
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