Thunderdome B2B SaaS AI Visibility Index

← SEO Crawlers & Site Audit ranking

Startup & small team · Prompt 4 of 8 · September 2026

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

“Which site audit tool should a startup marketing team use?”

ChatGPT answered 3× this snapshot

For a startup marketing team, the best site audit tool usually depends on budget, SEO maturity, and how technical the team is. If you want the short answer: Best overall for startups: Ahrefs Site Audit Best budget option: Screaming Frog (if someone on the team is comfortable with SEO/technical details) Best all-in-one marketing suite: Semrush Best free/essential combo: Google Search Console + PageSpeed Insights +…

Named across its answers: 1. Ahrefs2. Screaming Frog3. Semrush4. Google Search Console5. HubSpot

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

Semrush leads on first recommendations (4 of 9) while Ahrefs leads on consistency (9 of 9 answers, average position 1.8), making both effectively co-dominant but in different ways that matter for share-of-voice strategy. Lumar, Botify, JetOctopus, and Oncrawl hold top-15 category ranks yet got zero mentions here, meaning AI is already redirecting startup buyer attention away from them on this query.

AI-generated read of the September 2026 measurements.

Who wins this question

Contested Consensus

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

ChatGPTClaudeGemini mentioned · first · avg. pos
Ahrefs 111222223 9/9 · 3× first · #1.8
Semrush 32311311 8/9 · 4× first · #1.9
Screaming Frog 23233154 8/9 · 1× first · #2.9
Google Search Console 45444445 8/9 · never first · #4.3
Ubersuggest 5554 4/9 · never first · #4.8
Sitebulb 6536 4/9 · never first · #5
SE Ranking 132 3/9 · 1× first · #2
HubSpot 4 1/9 · never first · #4
PageSpeed Insights 5 1/9 · never first · #5

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: Lumar, Botify, JetOctopus, Oncrawl, Firecrawl, Apify, Crawl4AI, ContentKing, Beam Us Up.

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

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