Thunderdome B2B SaaS AI Visibility Index

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Brand report · September 2026

FlutterFlow FlutterFlow: AI Visibility Report

flutterflow.io ↗

When buyers ask ChatGPT, Claude, and Gemini about ai app builders, FlutterFlow ranks #11 of 15, a Visibility Score of 9 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 FlutterFlow

One race, rank 11: FlutterFlow is barely in it.

Where it wins. FlutterFlow holds a foothold in AI App Builders, appearing in 17% of relevant conversations and consistently surfacing alongside Bubble, Lovable, and Replit.

Where it loses. Rank 11 of 15 with a score of 9.4 means the field has nearly swallowed it whole, and with zero first picks and no presence in enterprise, use-case, or budget prompts, the AIs have effectively filed it in the back of the category.

AI-generated analysis of the September 2026 measurements.

Positioning

How FlutterFlow positions itself vs how AI ranks it

The pitch

"Build UI & logic visually"

What AI actually says

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

How well the models know FlutterFlow

A different question from visibility: not “do the models recommend FlutterFlow?” but “asked about it directly, how specifically and confidently do they describe it?” High knowledge with low cross-model agreement is a warning sign — one model may be confidently filling gaps.

86 / 100
knowledge depth
models ranged 77–92
92 / 100
cross-model agreement
do the models describe the same product?
ChatGPT
90
Claude
78
Gemini
92

from 6 direct-question answers across ChatGPT, Claude & Gemini

AI App Builders · #11 of 15

9 / 100 flat vs last month
17%
mention rate (72 answers)
5
avg. position
0%
first pick
2%
share of voice
6.2Jul 2026Jul 2026: 6.25.7Aug 2026Aug 2026: 5.79.4Sep 2026Sep 2026: 9.4
ChatGPT
14
Claude
0
Gemini
15

How the models portray FlutterFlow

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).

42% 25% 33%
endorsed · 95% band 19–68% listed caveated graded across 12 mentions in AI App Builders answers
Prompt themes FlutterFlow would want to own

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

Gaps Use-case fit · Top tools in 2026 · Enterprise pick · Budget & alternatives

Most co-mentioned competitors

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

Bubble
92%
Lovable
75%
Replit
58%
Softr
50%
Cursor
50%
Glide
42%

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

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