Top tools in 2026 · Prompt 3 of 8 · September 2026

A real buyer question from the September 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“What are the top website crawling and site audit tools in 2026?”

ChatGPT answered 3× this snapshot

Here are the top website crawling and site audit tools in 2026, grouped by best use case: Best overall SEO crawlers Screaming Frog SEO Spider Still the industry standard for technical SEO audits Excellent for broken links, redirects, duplicate content, canonicals, metadata, JavaScript rendering Best for consultants and in-depth manual audits Sitebulb Strong visualizations and audit explanations Great for agencies…

Named across its answers: 1. Screaming Frog2. Sitebulb3. JetOctopus4. Oncrawl5. Ahrefs

Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.

Screaming Frog owns this question, appearing in all 9 answers with an average position of 1.3 and leading 8 of 9 responses, while Botify matches its presence count but lands at an average position of 6.6. The gap between those two tells buyers which brand AI models treat as the default answer versus a supporting mention.

AI-generated read of the September 2026 measurements.

Who wins this question

Owned Consensus

All three models name Screaming Frog, Sitebulb, Ahrefs and Lumar on this question.

ChatGPT

Claude

Gemini mentioned · first · avg. pos

Screaming Frog 111111114 9/9 · 8× first · #1.3

Sitebulb 222445255 9/9 · never first · #3.4

Lumar 558576322 9/9 · never first · #4.8

Ahrefs 764333939 9/9 · never first · #5.2

Botify 101079104441 9/9 · 1× first · #6.6

ContentKing 12108912566 8/9 · never first · #8.5

Semrush 67522210 7/9 · never first · #4.9

JetOctopus 333763 6/9 · never first · #4.2

Oncrawl 449687 6/9 · never first · #6.3

SE Ranking 8861069 6/9 · never first · #7.8

Moz 9958 4/9 · never first · #7.8

Surfer SEO 11117 3/9 · never first · #9.7

Each square is one collected answer; the number is the brand's position in that answer. Lime = the very first recommendation. Unlinked brands were named by the models here but sit outside this category's published top 15 overall. Showing the top 12 of 20 brands named at least once. Never mentioned here: Google Search Console, Firecrawl, Apify, Crawl4AI, Beam Us Up.