Brototype
Brototypebrototype.com
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0%AI visibility
Missing from the tested prompts

Brototype is not being recommended in this tested buying-moment cluster.

Across the prompts tested in this run, AI is leaning on studiored.com and other intermediaries instead of Brototype.

Owned citations

0%

Site readiness

76/100

Trust signals

4/6

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Visibility Share %

4 prompts
1
B
BI
BIT Studios
2 mentions
25%
2
C
CI
Cieden
2 mentions
25%
3
D
DE
Devolfs
2 mentions
25%
4
F
F2
F22 Labs
2 mentions
25%
5
L
LO
Lounge Lizard
2 mentions
25%

Top external source

studiored.com

1 citations captured

Buyer prompt analysis

How AI answers the prompts that shape buying decisions in this category.

interactive prototype design services0/mo

Brototype is missing from this prompt.

F22 Labs and MindInventory take the recommendation while Brototype stays out of the answer.

ChatGPT
Gemini
f22labs.comCompeting: F22 Labs, MindInventory, BIT Studios, Momentum Design LabAI searched: “interactive prototype design services companies”
When evaluating interactive prototype design services, several strong options stand out, each with distinct strengths and areas of expertise.
mvp design studio for startups0/mo

Brototype is missing from this prompt.

Thoughtbot and Cieden take the recommendation while Brototype stays out of the answer.

ChatGPT
Gemini
wavespace.agencyCompeting: Thoughtbot, Cieden, Lounge Lizard, DevolfsAI searched: “MVP design studio for startups”
For startups seeking an MVP (Minimum Viable Product) design studio, a strong shortlist would include firms that excel in rapid prototyping, user-centric design, strategic guidance, and a dee...
hire product prototyping studio0/mo

Brototype is missing from this prompt.

AI answers this query without a strong brand frame, so Brototype never becomes the obvious choice.

ChatGPT
Gemini
studiored.comAI searched: “product prototyping studios”
When shortlisting product prototyping studios, it's crucial to consider their range of services, in-house capabilities, speed, cost-effectiveness, and specialization.

Where AI gets its proof

0% of citations come from brototype.com. The rest shape the answer without your input.

1studiored.com
1 cite
2f22labs.com
1 cite
3wavespace.agency
1 cite
4anything.com
1 cite

Authority signals

What AI checks before recommending a brand.

Recommendation share0%

0 of 4 answers

Owned citations0%

0 of 4 from brototype.com

Site readiness76

Crawl signals open

Trust signals4/6

Gap: Wikipedia

Blockers

Not in AI memory

What to fix first

The shortest path to stronger recommendation share.

1

Give AI a page worth citing

0/4 captured citations came from brototype.com. Right now AI still leans on studiored.com for category proof.

2

Create pages AI can remember

Brototype is not yet stable AI memory. Add comparison pages, clear category explainers, and reusable trust assets that models can come back to.

3

Close the gap against BIT Studios

BIT Studios appears in 1/4 tested prompt clusters. Build comparison and decision-support pages exactly where AI keeps pairing the brands.

4 AI answers captured·4 prompts tested·Observed citations only·Apr 6, 2026

The brand is missing from the answer set.

Build the pages, proof, and trust signals that make Brototype recommendable in AI answers.

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