Are you ready for the Q4 traffic? This is how you use AI + BA Top Search Terms (
By Anthony Nguyen 🟢 · September 6, 2026 · Curated by George's Blog
Are you ready for the Q4 traffic? This is how you use AI + BA Top Search Terms (data) to find the exact week this traffic starts...
At AdsCrafted, I'm working on taking AI + MCP + Amazon to a new level.
Before working with AI, we began by collecting as much data as we could from BA Top Search Terms. This data is stored, cleaned, and fetched weekly going forward.
We then made this data avaliable as an AdsCrafted MCP.
We ran a simple prompt: "Run brand analytics search terms and help me identify in what week gifting keywords start to appear (SFR). I want to plan out our PPC"
In < 60 seconds, the MCP fetched the data from Q4 2025 and identified the exact week traffic starts for our gifting keywords.
By September 20th, gifting keyword traffic begins. At this time, it's important to start your PPC campaigns to capture this traffic. That is less than 3 weeks away.
You want to beat everyone else to it. It starts alot earlier than most people think. If possible, you want to try to organically rank your product before the traffic hits.
To organically rank, you need:
1. Strong CVR relative to the ASINs at the top of these gifting keywords
2. Recent SERP data to these kewyords to justify the CVR
By starting early, there are less competitors advertising on these gifting keywords, which allow you to move to the top faster/easier. This is probably a good time to run a deal as well to get a high CVR (and improvement in rank) just as this traffic comes in.
When the traffic hits, you can be placed in a top organic position and reap the benefits.
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If this is how you want to run your AI + Amazon operations, check out AdsCrafted!