Brand report · September 2026

v0.dev: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about ai app builders, v0.dev ranks #13 of 15, a Visibility Score of 8 in AI App Builders .

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 v0.dev

Buried in a crowded builder race with no wins.

Where it wins. v0.dev earns mentions in AI App Builders conversations, pulling a 13.9% mention rate alongside the category's loudest names like Lovable and Bolt.

Where it loses. Ranked 13 of 15 with a score of 8.2, it never lands as a first pick, and the models skip it entirely when buyers ask about top tools, startup fits, enterprise options, or single-choice recommendations.

AI-generated analysis of the September 2026 measurements.

AI App Builders · #13 of 15

8 / 100 flat vs last month

14%

mention rate (72 answers)

5

avg. position

0%

first pick

2%

share of voice

ChatGPT

0

Claude

8

Gemini

16

How the models portray v0.dev

Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).

70% 10% 20%

endorsed · 95% band 40–89% listed caveated graded across 10 mentions in AI App Builders answers

Prompt themes v0.dev would want to own

Share of each theme's answers that mention v0.dev. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Feature-led ask

5/9

Best overall

2/9

Budget & alternatives

2/9

1/9

0/9

0/9

0/9

If you could pick one

0/9

Gaps Top tools in 2026 · Startup & small team · Enterprise pick · If you could pick one

Most co-mentioned competitors

Share of v0.dev's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Lovable

90%

Bolt

80%

Cursor

70%

Replit

70%

v0

60%

Supabase

50%

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

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