Thunderdome B2B SaaS AI Visibility Index

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Brand report · July 2026

Toptal Toptal: AI Visibility Report

toptal.com ↗

When buyers ask ChatGPT, Claude, and Gemini about freelance & talent marketplaces, Toptal ranks #2 of 15, a Visibility Score of 71 in Freelance & Talent Marketplaces .

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees Toptal

Strong second place, but rarely the first name spoken.

Where it wins. Toptal shows up in 86% of relevant AI responses, which is near-ceiling reach for this category. That consistency across all prompt themes means no obvious blind spots.

Where it loses. A 19% first-pick rate is low for a brand at rank two, meaning AI models mention Toptal but default to naming someone else first. Upwork almost certainly occupies that top slot more often.

AI-generated analysis of the July 2026 measurements.

Freelance & Talent Marketplaces · #2 of 15

71 / 100 first snapshot (July 2026)
86%
mention rate (72 answers)
3
avg. position
19%
first pick
11%
share of voice
First snapshot: July 2026. The trend line appears with the second monthly measurement; no modeled history.
ChatGPT
71
Claude
76
Gemini
65
Prompt themes Toptal would want to own

Share of each theme's answers that mention Toptal. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Best overall
9/9 · #1×2
Use-case fit
9/9 · #1×3
Top tools in 2026
9/9 · #1×2
Enterprise pick
9/9 · #1×1
Budget & alternatives
9/9 · #1×6
Most co-mentioned competitors
Upwork
84%
Fiverr
74%
Contra
50%
99designs
40%
Dribbble
37%
Gun.io
31%

Share of Toptal's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Scores are measured from real AI answers, refreshed monthly. Methodology.

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