Thunderdome B2B SaaS AI Visibility Index

← No-Code & Internal Tool Builders ranking

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

A real buyer question from the September 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

For most startup engineering teams: Retool is the safest default choice. Quick rule of thumb: Retool → best overall for engineering-heavy startups that want to ship internal tools fast Appsmith → best if you want open-source / self-hosted and lower cost ToolJet → similar to Appsmith, good open-source option Budibase → good for CRUD-heavy internal apps with simpler needs Superblocks → strong for larger teams that…

Named across its answers: 1. Retool2. Appsmith3. Budibase4. ToolJet5. UI Bakery

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

Retool is the uncontested winner here, named first in all 9 answers across every model, while Appsmith holds a solid but distant second with consistent mentions and an average position of 2. Microsoft Power Apps, Glide, Airtable, and Softr are invisible on this question despite their category rankings, suggesting the models treat startup engineering as a distinct context that sidelines enterprise and no-code tools.

AI-generated read of the September 2026 measurements.

Who wins this question

Owned Consensus

All three models name Retool, Appsmith and Budibase on this question.

ChatGPTClaudeGemini mentioned · first · avg. pos
Retool 111111111 9/9 · 9× first · #1
Appsmith 222222222 9/9 · never first · #2
Budibase 34444435 8/9 · never first · #3.9
ToolJet 433343 6/9 · never first · #3.3
Superblocks 56353 5/9 · never first · #4.4
UI Bakery 55 2/9 · never first · #5
Airplane 3 1/9 · never first · #3
Refine 4 1/9 · never first · #4
Windmill 4 1/9 · never first · #4

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. Never mentioned here: Microsoft Power Apps, Glide, Airtable, Softr, OutSystems, Metabase, Bubble, Mendix, Streamlit.

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.