AI Visibility Snapshot
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What AI recommends for SEO tools

Across 35 live answers recorded on August 20, 2026, the SEO tools most often recommended by ChatGPT, Claude, Gemini, Perplexity and Grok were Ahrefs, Screaming Frog, Semrush. The five engines named 85 distinct brands between them, and all five agreed on 12 of the top 20. The rest of the field depends on which engine a buyer happens to ask.

Original measurement · 35 live answers across 5 engines · Recorded

The leaderboard

Ranked by how many of the 35 answers named each brand. Average position is where the brand appeared in the list the engine gave — 1.0 means it was named first every time it came up.

#BrandAnswers naming itEnginesAvg positionSentiment
1Ahrefs34 of 355 of 54.0positive
2Screaming Frog32 of 355 of 56.1positive
3Semrush30 of 355 of 53.1positive
4Google Search Console27 of 355 of 54.3positive
5SE Ranking21 of 355 of 55.0positive
6Moz21 of 355 of 55.3positive
7Surfer17 of 355 of 57.9positive
8Ubersuggest15 of 355 of 57.6positive
9Google Analytics 412 of 355 of 55.8positive
10Google Keyword Planner10 of 355 of 55.9positive
11Mangools8 of 353 of 56.6positive
12Clearscope8 of 354 of 510.0positive
13Conductor6 of 355 of 53.8positive
14Yoast SEO6 of 354 of 59.3positive
15Google Trends6 of 353 of 59.8positive
16Lumar6 of 353 of 510.7positive
17BrightEdge5 of 355 of 54.0positive
18Google Analytics5 of 353 of 55.4positive
19Botify5 of 354 of 55.6positive
20seoClarity5 of 353 of 56.0positive

Where the engines agree, and where they do not

All five engines named Ahrefs, Screaming Frog, Semrush, Google Search Console, SE Ranking, Moz, Surfer, Ubersuggest and 4 more. Those are the defaults in this category — the brands an AI answer reaches for regardless of which model a buyer happens to be using.

Across all measured categories the pattern is consistent: the leader is agreed on, the rest is not. The pooled study puts numbers on it.

Every brand on the leaderboard was named by more than one engine.

EngineNamed most often
ChatGPTAhrefs, Screaming Frog, Semrush, Google Search Console, SE Ranking
ClaudeAhrefs, Screaming Frog, Semrush, Google Search Console, SE Ranking
GeminiAhrefs, Screaming Frog, Semrush, Google Search Console, SE Ranking
PerplexityAhrefs, Screaming Frog, Semrush, Google Search Console, SE Ranking
GrokAhrefs, Screaming Frog, Semrush, Google Search Console, SE Ranking

What this means if you sell SEO tools

Being absent from this table does not mean the engines dislike you. It usually means they have nothing to reach for: no comparison pages, no presence on the review and listicle sites they cite, no clear statement of who the product is for. The generative engine optimization guide covers what actually shifts this, and the audit process covers how to run the measurement yourself.

Note also what this page cannot tell you. It measures the category, not you. It does not include the brand-level prompts that reveal what an engine says when someone asks about your product by name, it carries no share-of-voice figure for your brand, and it does not list the domains AI cites when answering questions in this category. A $19 snapshot adds all three for one brand.

The prompts behind this page

Every category page uses the same seven prompts, each sent to all five engines:

  1. What are the best SEO tools right now? List the top options.
  2. Which SEO tools would you recommend for a small business, and why?
  3. Compare the leading SEO tools options — who stands out?
  4. What is the best free or affordable SEO tools?
  5. What SEO tools do you recommend for a larger company / enterprise?
  6. What are the most popular SEO tools people are switching to?
  7. I'm choosing a SEO tools. Give me a shortlist of 5 with one-line pros and cons.

Language models are stochastic, so a rerun on another day will not reproduce this table exactly. That is a property of the medium rather than a flaw in the measurement, and it is one reason to distrust any AI visibility score quoted to one decimal place. The methodology page sets out the limitations in full.

Other categories measured