What are the best SEO tools for e-commerce?
Asked "What are the best SEO tools for e-commerce?", ChatGPT, Copilot, Gemini, Google AI Mode and Perplexity named 17 distinct tools across 12 answers on August 31, 2026, and 9 of them in two or more answers, and the engines did not agree; the closest to a consensus, Semrush, was named by only 4 of 5.
9 of 17 names confirmed · named in 2 or more of 12 answers · asked August 31, 2026 · 5 engines
The best SEO tools for e-commerce include Semrush, Ahrefs, Google Search Console, and Screaming Frog SEO Spider, which offer a range of features such as keyword research, competitor analysis, technical audits, and content optimization. These tools can help e-commerce businesses improve their online visibility, drive more traffic, and increase sales.
- 1Semrushnamed in 12 of 12 answers
- 2Ahrefsnamed in 12 of 12 answers
- 3Surfer SEOnamed in 10 of 12 answers
- 4Google Search Consolenamed in 8 of 12 answers
- 5Screaming Frognamed in 6 of 12 answers
- 6Screaming Frog SEO Spidernamed in 6 of 12 answers
- 7SE Rankingnamed in 6 of 12 answers
- 8Google Analyticsnamed in 2 of 12 answers
- 9Rank Mathnamed in 2 of 12 answers
- 10Google Merchant Centernamed in 1 of 12 answersone answer
- 11Google Trendsnamed in 1 of 12 answersone answer
- 12LowFruitsnamed in 1 of 12 answersone answer
- 13Rank Math SEOnamed in 1 of 12 answersone answer
- 14Surfernamed in 1 of 12 answersone answer
- 15Ubersuggestnamed in 1 of 12 answersone answer
- 16Moz Pronamed in 1 of 12 answersone answer
- 17Yoast SEOnamed in 1 of 12 answersone answer
The full measurement
- The position each of the 5 engines gave all 17 names.
- How many of the 12 answers named each of them.
- 98 sampled observations behind this ranking, and where the engines disagree.
- Fan-out — the query each engine actually searched.
- Every citation, and the sources nobody cited.