Thunderdome B2B SaaS AI Visibility Index

← No-Code & Internal Tool Builders ranking

Startup & small team · Prompt 4 of 8 · July 2026

A real buyer question from the July 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“Which internal tool builder should a startup engineering team use?”

ChatGPT answered 3× this snapshot

…overengineering the decision. If you want something fast, flexible, and developer-friendly: Retool → the default choice for most startups Great balance of speed + power Works well with SQL, APIs, and custom JS Huge ecosystem, easy to hire for Downside: can get pricey at scale, UI can feel a bit “internal tool-ish” If your team is more frontend-heavy or cares about polished UX: Appsmith (open source) or ToolJet Good…

Named across its answers: 1. Retool2. Appsmith3. Tooljet4. Supabase5. Superblocks

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

Retool achieved a perfect score, appearing first in all 9 answers across every model, making it the uncontested default recommendation for this buyer question. Appsmith locked in second place at an average position of 2.1, but its inability to earn a single first mention shows it is a consistent follower, not a challenger.

AI-generated read of the July 2026 measurements.

Who wins this question

Owned Consensus

All three models name Retool and Appsmith on this question.

ChatGPTClaudeGemini mentioned · first · avg. pos
Retool 111111111 9/9 · 9× first · #1
Appsmith 223222222 9/9 · never first · #2.1
Tooljet 334333 6/9 · never first · #3.2
Budibase 4464 4/9 · never first · #4.5
Superblocks 233 3/9 · never first · #2.7
Refine 53 2/9 · never first · #4
Windmill 44 2/9 · never first · #4
Glide 65 2/9 · never first · #5.5
Supabase 48 2/9 · never first · #6
Forest Admin 4 1/9 · never first · #4
Airplane 4 1/9 · never first · #4
Firebase 5 1/9 · never first · #5

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 14 brands named at least once. Never mentioned here: Microsoft Power Apps, Bubble, OutSystems, ServiceNow, Metabase.

Build variants of this question: the No-Code & Internal Tool Builders prompt tree → ← Previous prompt Next prompt →

Part of the No-Code & Internal Tool Builders snapshot: 72 answers across 8 prompts. Full category ranking · Compare brands head-to-head · Methodology.