Thunderdome B2B SaaS AI Visibility Index

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Use-case fit · Prompt 2 of 8 · September 2026

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

“We need a contract designer and a part-time developer fast. Where should we look?”

ChatGPT answered 3× this snapshot

Try these, fastest first: For a contract designer Dribbble Hiring – good for UI/brand/product designers Behance – strong portfolios, especially branding/web Contra – freelance creatives, no marketplace fees Upwork – fastest if you need someone now Toptal – pricier, better pre-vetted talent Working Not Working – strong creative network LinkedIn – good if you want direct outreach For a part-time developer Upwork –…

Named across its answers: 1. Behance2. Contra3. Upwork4. Toptal5. Gun.io

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

Toptal and Gun.io both achieved perfect mention rates across all 9 answers, but Toptal wins on position: an average slot of 2.9 versus Gun.io's 5.3, signaling stronger perceived fit for urgent, dual-role hiring. That gap in average position matters because buyers scanning fast recommendations stop at the top, not the middle.

AI-generated read of the September 2026 measurements.

Who wins this question

Contested Consensus

All three models name Upwork, Toptal and Gun.io on this question.

ChatGPTClaudeGemini mentioned · first · avg. pos
Toptal 545333111 9/9 · 3× first · #2.9
Gun.io 867777222 9/9 · never first · #5.3
Dribbble 11111644 8/9 · 5× first · #2.4
Upwork 43456689 8/9 · never first · #5.6
Contra 3535456 7/9 · never first · #4.4
Lemon.io 101098393 7/9 · never first · #7.4
Behance 222222 6/9 · never first · #2
LinkedIn 79111095 6/9 · never first · #8.5
99designs 44465 5/9 · never first · #4.6
Wellfound 118957 5/9 · never first · #8
Arc 978 3/9 · never first · #8
Working Not Working 66 2/9 · never first · #6

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 25 brands named at least once. Never mentioned here: PeoplePerHour, Guru, MarketerHire.

Build variants of this question: the Freelance & Talent Marketplaces prompt tree → ← Previous prompt Next prompt →

Part of the Freelance & Talent Marketplaces snapshot: 72 answers across 8 prompts. Full category ranking · Compare brands head-to-head · Methodology.