Thunderdome B2B SaaS AI Visibility Index

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Enterprise pick · Prompt 5 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 freelance talent platform should a large enterprise standardize on, considering security, compliance, and scale?”

ChatGPT answered 3× this snapshot

For a large enterprise optimizing for security, compliance, and scale, the strongest default recommendation is: Upwork Enterprise Why: Mature enterprise controls: centralized procurement, consolidated billing, role-based permissions, workflow controls Global scale: very large talent marketplace across many functions and geographies Compliance support: worker classification features, contracts, onboarding flows,…

Named across its answers: 1. Upwork2. Toptal3. Fiverr4. Worksome5. Braintrust

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

Upwork owns this question outright, earning every first-mention slot across all 9 answers from all 3 models, while Toptal holds a consistent but clearly secondary position at an average spot of 2.1. The absence of Contra, Freelancer.com, 99designs, and Gun.io from any answer despite their category rankings shows AI models are applying an enterprise-security filter that those brands are not clearing.

AI-generated read of the September 2026 measurements.

Who wins this question

Owned Consensus

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

ChatGPTClaudeGemini mentioned · first · avg. pos
Upwork 111111111 9/9 · 9× first · #1
Toptal 322222222 9/9 · never first · #2.1
Fiverr 433333333 9/9 · never first · #3.1
Worksome 2845 4/9 · never first · #4.8
Beeline 676 3/9 · never first · #6.3
Workmarket 44 2/9 · never first · #4
Catalant 45 2/9 · never first · #4.5
Braintrust 54 2/9 · never first · #4.5
MBO Partners 55 2/9 · never first · #5
Deel 56 2/9 · never first · #5.5
SAP Fieldglass 85 2/9 · never first · #6.5
Freelancer 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. Showing the top 12 of 16 brands named at least once. Never mentioned here: Contra, Freelancer.com, 99designs, Gun.io, Dribbble, PeoplePerHour, Behance, LinkedIn, Guru, MarketerHire, Lemon.io.

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