Marketplaces for hiring freelance and contract talent. Right now, Upwork is the brand AI assistants recommend most, with a Visibility Score of 72 and the #1 spot in 51% of answers. Head-to-head: Upwork vs Toptal →
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.
Two clear leaders, then a cliff to the remaining three.
Upwork and Toptal dominate with scores above 70 and mention rates above 81%, but Upwork converts that presence into first-pick status far more aggressively, landing the top spot in 51% of answers versus Toptal's 19%. Fiverr holds a distant third with a 58 score, and everything below it barely registers. The strangest signal is 99designs, where Claude scores it at 34 but ChatGPT gives it just 3.3, a gap that suggests the models have almost nothing in common when they think about that brand.
AI-generated analysis of the July 2026 measurements.
| # | Brand | Visibility Score | Mention rate | Avg. position | #1 pick rate | Models |
|---|---|---|---|---|---|---|
| 1 | | ±2.8 | 82% | 2 | 51% | ChatGPT #1 Claude #1 Gemini #2 |
| 2 | | ±5.2 | 86% | 3 | 19% | ChatGPT #2 Claude #2 Gemini #1 |
| 3 | | ±4.2 | 72% | 3 | 8% | ChatGPT #3 Claude #3 Gemini #3 |
| 4 | | ±4.9 | 44% | 5 | 4% | ChatGPT #4 Claude #7 Gemini #4 |
| 5 | | ±4.3 | 36% | 6 | 0% | ChatGPT #13 Claude #4 Gemini #9 |
| 6 | | ±3.8 | 26% | 4 | 0% | ChatGPT #6 Claude #5 Gemini #12 |
| 7 | | ±4.2 | 32% | 6 | 4% | ChatGPT #7 Claude #8 Gemini #7 |
| 8 | | ±4.3 | 25% | 4 | 0% | ChatGPT #5 Claude #13 Gemini #6 |
| 9 | | ±4.2 | 26% | 6 | 0% | ChatGPT #10 Claude #12 Gemini #5 |
| 10 | | ±2.8 | 19% | 5 | 0% | ChatGPT #8 Claude #6 Gemini |
| 11 | | ±3.3 | 18% | 6 | 0% | ChatGPT #9 Claude #11 Gemini #11 |
| 12 | | ±4 | 19% | 7 | 1% | ChatGPT #11 Claude #9 Gemini #13 |
| 13 | | ±3.8 | 11% | 4 | 4% | ChatGPT #12 Claude Gemini #8 |
| 14 | | ±2.8 | 13% | 5 | 0% | ChatGPT #14 Claude #10 Gemini #14 |
| 15 | | ±2.6 | 7% | 3 | 1% | ChatGPT Claude #14 Gemini #10 |
The ± under each score is the reliability band: how much the number would move if we re-ran the identical measurement. It is tight because each prompt is sampled multiple times. It is not the same as how much the ranking depends on which prompts we ask — a separate, wider figure shown on hover.
Just below the cutoff: Arc.dev (5.6), Working Not Working (5.4), OnlineJobs.ph (5.1), Lemon.io (5), A.Team (4.3). 86 brands were scored in this category; the leaderboard shows the top 15.
Visibility Score: position-weighted presence across all measured answers, 0 to 100. A score of 100 means the brand was the first recommendation in every answer. Every point in a trend line is a live monthly measurement; there is no modeled or backfilled history. Full methodology.
Openness 28/100: the share of this category's recommendation weight not held by the leader.
Compare brands in Freelance & Talent Marketplaces head-to-head → · Explore the prompt tree →
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Per-model Visibility Scores for the top 10. A long gray bar means the three assistants disagree about the brand. Hover a row for exact values.
When a brand is mentioned, where does it appear? Box shows the middle 50% of positions, the thick line is the median, whiskers are the extremes. Hover a row for the detail.
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Each model answered every prompt 3 times in July 2026. Prompts are brand-neutral so no vendor gets seeded into the question.