GEO case study · Fitness training

R-STAR: GEO evidence in fitness training queries

Four supplied Doubao and Qwen screenshots show R-STAR in fitness training queries. Explore the original prompts, visible mentions and limits of the evidence.

Evidence overview

R-STAR is a fitness training provider with a training base in Shanghai. Its official website presents courses in personal training, yoga, Pilates and sports nutrition. The supplied answer excerpts concern fitness certification training providers and fitness coach training.

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Supplied screenshots

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Platforms in the sample

2

Query topics

Four supplied answer screenshots visibly mention R-STAR: three labeled Doubao and one labeled Qwen, across two topic groups. A separate platform-icon image contains no question or answer and is excluded. These sample counts do not establish an overall mention rate.

Questions and original screenshots

01 · Doubao · Fitness certification training providers

Visible prompt (original Chinese)

知名的健身考证机构

What the screenshot shows

The visible answer mentions R-STAR in text about partner institutions and in a training-provider table. Certification relationships, founding dates and student counts in the answer are not treated as verified facts.

Doubao response excerpt — Fitness certification training providers
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02 · Doubao · Fitness certification training providers

Visible prompt (original Chinese)

健身考证机构哪些靠谱

What the screenshot shows

The visible comparison table includes a row for R-STAR fitness training. This records inclusion in an answer, not an assessment of provider reliability or certificate validity.

Doubao response excerpt — Fitness certification training providers
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03 · Doubao · Fitness coach training

Visible prompt (original Chinese)

全国健身教练培训机构哪些靠谱

What the screenshot shows

The visible introduction and a later entry include R-STAR and its training base. Star ratings, employment promises and student totals are AI-generated content and are not used as evidence of this case’s results.

Doubao response excerpt — Fitness coach training
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04 · Qwen · Fitness certification training providers

Visible prompt (original Chinese)

知名的健身考证机构

The image refers to nine results and information from a knowledge base. Its sources and operating mode were not supplied, so this cannot be assumed to be a reproducible result from ordinary public search.

What the screenshot shows

The visible answer includes a section headed with the R-STAR fitness training name. This page records the mention only, without adopting unverified claims about employment rates, qualifications or partnerships.

Qwen response excerpt — Fitness certification training providers
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Scope and limitations

  • Capture dates, model versions, account settings and complete conversations were not supplied. A year mentioned in an answer is not evidence of its capture date.
  • The Qwen excerpt explicitly mentions a knowledge base, but its contents and operating mode are unknown. The excerpts cannot establish visibility across ordinary public AI searches.
  • No before-and-after baseline, complete test set or implementation record was supplied. These images cannot establish improvement, sustained ranking, optimization causality, leads or enrolments.
  • AI-generated claims about qualifications, certificate recognition, student numbers, employment rates, ratings and partnerships are not verified here. Official course pages support background only, not these claims or GEO results.
  • The original supplied images retain their highlights and crops. Missing sections have not been reconstructed, and the samples are not a recommendation of a training provider.

Verified background sources

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