Thunderdome B2B SaaS AI Visibility Index

← SEO Crawlers & Site Audit ranking

Best overall · Prompt 1 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's the best SEO crawler for auditing a website?”

ChatGPT answered 3× this snapshot

It depends on your site size and what you mean by “best,” but for most SEO audits the top choices are: Best overall: Screaming Frog SEO Spider Industry standard for technical SEO audits Great for: broken links redirects missing titles/meta descriptions duplicate content canonicals hreflang XML sitemaps JavaScript rendering Best if you want deep, flexible crawling on your own machine Downside: desktop-based, can feel…

Named across its answers: 1. Screaming Frog2. Sitebulb3. Lumar4. Ahrefs5. Semrush

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

Screaming Frog is the undisputed winner, earning the first recommendation slot in all 9 answers across every model, with Sitebulb a consistent but distant second at an average position of 2.4. The gap matters because buyers asking this question get a near-unanimous signal that one tool leads, compressing meaningful air time for everyone else.

AI-generated read of the September 2026 measurements.

Who wins this question

Owned Consensus

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

ChatGPTClaudeGemini mentioned · first · avg. pos
Screaming Frog 111111111 9/9 · 9× first · #1
Sitebulb 222442222 9/9 · never first · #2.4
Ahrefs 734334343 9/9 · never first · #3.8
Semrush 845223454 9/9 · never first · #4.1
Lumar 573535 6/9 · never first · #4.7
JetOctopus 35666 5/9 · never first · #5.2
Google Search Console 55 2/9 · never first · #5
Seobility 65 2/9 · never first · #5.5
Oncrawl 66 2/9 · never first · #6
Botify 4 1/9 · never first · #4

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. Never mentioned here: Firecrawl, SE Ranking, Apify, Crawl4AI, ContentKing, Beam Us Up.

Build variants of this question: the SEO Crawlers & Site Audit prompt tree → Next prompt →

Part of the SEO Crawlers & Site Audit snapshot: 72 answers across 8 prompts. Full category ranking · Compare brands head-to-head · Methodology.