Need to improve Google Ads ROAS? Check out this great method for analyzing Google Ads queries and optimizing campaigns from Alvin Ding ?? ??
I scale profit for brands through ads. $200M+ managed, proven ROI. ex-airbnb, upwork. Builder of custom GPTs solving real-world problems for everyday people.
your google ads account is full of wasted spend—but you don’t even know where. most advertisers optimize keywords, but real inefficiencies hide in QUERIES. enter n-gram analysis. this method breaks search queries into short word patterns, revealing trends you’d miss otherwise. ?? some words drive conversions ?? some burn budget ?? keyword-by-keyword optimization isn’t enough example: “buy running shoes” → high conversion“cheap running shoes” → wastes budget the problem? n-gram analysis isn’t built into google ads. doing it manually is tedious. so i built a gpt that does it for you. ? extracts top-performing & wasteful 2-grams ? identifies expansion opportunities ? provides an obvious optimization roadmap your google ads data holds the answers—you just need the right tool to listen. who wants to try it?