Research Labs

Brandleap Research Labs · Report 04

The AI Visibility Index Report

A measured snapshot of where Bombas appeared in AI answers.

This 17-page sample applies an AI visibility index to a defined set of prompts, then makes the topic distribution and source context inspectable. It is a research snapshot—not a live monitor or a statement of current visibility.

US English · sample run dated October 24, 202617 pages

Dated sample research. The findings are not live monitoring, universal rankings or a brand endorsement.

Preview 01 / 08 · Report cover

12.8 / 100

supplied index score

223 / 1,000

prompts visible on at least one engine

20

topics sampled

2

answer experiences

The study

A fixed sample. Questions worth asking.

This 17-page sample applies an AI visibility index to a defined set of prompts, then makes the topic distribution and source context inspectable. It is a research snapshot—not a live monitor or a statement of current visibility. The report’s dated scope makes the evidence legible without presenting it as a live or universal claim.

These figures describe the supplied sample and its collection conditions on October 24, 2026. AI answers vary by prompt, model version, location, time and retrieval context. The results are not live or generalizable to every shopper, and do not establish a universal ranking or guarantee future mentions. The report is sample research and does not imply Bombas endorsement.

01 / READ

Google AI Overviews + ChatGPT

The report compares two named answer experiences within one dated prompt set, rather than treating “AI visibility” as a single universal result.

02 / READ

Twenty topic lenses

A 1,000-prompt US English sample is organized into 20 topics so teams can see where mentions surfaced and where the sample returned no mention.

03 / READ

Score with a source trail

The supplied index is presented as a study-specific summary measure. Read it alongside the underlying scope and sample pages, not as an industry-wide rank.

Inside the report

Selected pages. Original evidence.

These are watermarked page previews from the report. Open any sample at full size; the full PDF is not publicly downloadable.

SAMPLE 01

Report cover

Watermarked cover from the Bombas AI Visibility Index sample report.

SAMPLE 02

Topic map

Watermarked topic map showing the report’s sampled topic coverage.

SAMPLE 03

Index scorecard

Watermarked report scorecard preview with the supplied sample index.

SAMPLE 04

Research implications

Watermarked action and implications page from the report sample.

SAMPLE 05

Prompt types and answer position

Watermarked Bombas report page comparing tail length, prompt types, and answer position.

SAMPLE 06

Competitive share of voice

Watermarked Bombas report page comparing named brands and cited sources across both engines.

SAMPLE 07

Topic visibility and gaps

Watermarked Bombas report breakdown of everyday, crew, ankle, and no-show sock visibility.

SAMPLE 08

Methodology and coverage

Watermarked Bombas report methodology page explaining prompt selection, coverage, scoring, and limitations.

A note on interpretation. This is a finite, dated sample. Model answers vary and can change; the report does not represent all public opinion or promise future inclusion in AI answers.

Responsible reading

Useful evidence has clear edges.

What it offers

A transparent sample design, dated findings and a practical way to discuss AI-assisted discovery with a technical marketing team.

What it is not

Not a live dashboard, universal ranking, customer panel, endorsement or guarantee of future visibility. Read the scope and limitations before generalizing.

More evidence-led research from Brandleap Research Labs.

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