Thunderdome B2B SaaS AI Visibility Index

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Brand report · July 2026

Supabase Supabase: AI Visibility Report

supabase.com ↗

When buyers ask ChatGPT, Claude, and Gemini about ai app builders, Supabase ranks #8 of 15, a Visibility Score of 17 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 Supabase

Gets mentioned but rarely chosen; a supporting actor, not the lead.

Where it wins. Supabase shows up in nearly 29% of AI App Builder prompts, which puts it in the conversation, and it clusters with v0, Replit, and Bolt, meaning it benefits from being part of a credible peer group.

Where it loses. A first-pick rate of 2.8% signals that models mention it as an option rather than a recommendation, and its absence from enterprise, startup, and head-to-head prompts means it is invisible when buyers are closest to a decision.

AI-generated analysis of the July 2026 measurements.

Positioning

How Supabase positions itself vs how AI ranks it

The pitch

"Build in a weekend Scale to millions"

What AI actually says

Homepage self-messaging · July 2026 ranking · the biggest gaps across the index →

AI App Builders · #8 of 15

17 / 100 first snapshot (July 2026)
29%
mention rate (72 answers)
5
avg. position
3%
first pick
4%
share of voice
First snapshot: July 2026. The trend line appears with the second monthly measurement; no modeled history.
ChatGPT
19
Claude
13
Gemini
20
Prompt themes Supabase would want to own

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

Feature-led ask
9/9 · #1×2

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

Most co-mentioned competitors
v0
86%
Replit
76%
Bolt
71%
Cursor
71%
Lovable
57%
Firebase
33%

Share of Supabase'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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