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Methodology

Methodology · Example shortlist · May 2026

How a brief becomes a shortlist.

An anonymized walkthrough of a recovery/mobility brief. Every pick below is real to our process; the names are stripped to protect creator trust and client confidentiality.

The point of this page is not who. It is how we separate broad category reach from evidence-ready product-explanation context, and how we name evidence gaps before a client sees the shortlist.

MethodologyMay 2026
02//

The Brief

Premium recovery or mobility tool. $25k-$75k creator test.

The frame. A brand wants a creator test for a premium recovery or mobility tool, with a $25k-$75k working budget.

The decision question. Which creators should the brand check first if it wants credible product explanation, not broad fitness reach?

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Why "fitness" is too broad

The label mixes too many teaching contexts to score reliably.

The fitness label is too broad to be useful on its own. It mixes running, qigong, yoga, pilates, disc golf, figure skating, scuba, martial arts, cold plunge, physical therapy, and movement channels.

For this brief, the useful question is narrower:

Where does the product make sense inside the creator's normal teaching context?

The shortlist should avoid broad fitness reach when the creator does not already create moments where the viewer cares about pain, stiffness, sleep, mobility, injury, training adaptation, or product fit.

04//

Five evidence-ready picks

Each card carries a profile, fit evidence, and a caveat.

01· Evidence-ready

Functional movement channel

Fit

  • Functional movement is the core teaching context, not a side topic.
  • ~110k-sub audience with a 20%+ view-to-subscriber signal points to active engagement.
  • Owns app, email capture, and 1:1 coaching surface; no detected sponsorship saturation.

Caveat

Pedagogy is trust-led. A brand needs an aligned, conservative integration, not a hard product pitch.

02· Evidence-ready

Post-surgical recovery channel

Fit

  • Post-surgical recovery and pre-op education create unusually high-intent recovery context.
  • ~55k-sub audience with 2-3 uploads per week shows active specialized demand.
  • Recurring or sold-out paid recovery courses prove the audience pays for recovery help.

Caveat

Medically adjacent. Brand language needs careful claims discipline and a stronger evidence bar.

03· Evidence-ready

Home reformer pilates channel

Fit

  • Equipment-adjacent and high-spend household profile.
  • ~90k-sub audience with a 23%+ view-to-subscriber signal makes the audience commercially interesting.
  • Existing product-recommendation context already in the channel.

Caveat

Audience constrained by reformer ownership. Precise product fit, not broad fitness reach.

04· Evidence-ready

Senior mobility and balance channel

Fit

  • Daily-practice positioning around mobility, balance, and fall prevention is direct recovery context.
  • ~180k-sub audience, weekly long-form cadence, no shorts: a large long-form practice audience.
  • Owns paid course infrastructure; paid-product behavior already evidenced.

Caveat

Audience may be more price-sensitive; premium positioning needs a careful sample-product match.

05· Evidence-ready

Deep-rest yoga channel

Fit

  • Deep-rest practice positioning is a strong fit for recovery products that are not purely physical tools.
  • ~75k-sub audience with 2-3 uploads per week shows strong engagement.
  • Membership, course, and email ecosystem with a waitlisted training program prove a real paid surface.

Caveat

Audience may be sensitive to over-commercialization. Use as a rest/recovery pick, not a generic mobility pick.

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Three conditional picks

Useful for critique, not yet evidence-ready.

01· Conditional

Integrative qigong and breathwork channel

Why credible

  • Joint care, breathwork, stress regulation, and mobility create a natural recovery-tool explanation path.
  • Membership, certification, retreat, and course behavior all evidenced.

Why held

Currently in the analyzed tier, not evidence-ready. Partnership-specific evidence lags movement-fit evidence.

02· Conditional

Somatic yoga and pilates channel

Why credible

  • Somatic, fascia, chronic tension, and nervous-system content map cleanly to a recovery/mobility brief.
  • Membership, downloads, and email ecosystem suggest commercial seriousness.

Why held

Currently in the analyzed tier, not evidence-ready. Trauma-adjacent and nervous-system language needs especially conservative wording.

03· Conditional

Science-based running channel

Why credible

  • Performance, injury prevention, training adaptation, and evidence-led product claims.
  • Weekly cadence with existing major-brand sponsorship history.

Why held

Currently in the analyzed tier, not evidence-ready. Endurance-leaning rather than universal mobility; only fits if the sample product matches.

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The line we won’t cross

Public discipline. Not a list of rules; the discipline is the work.

A shortlist that pretends to know what it doesn't know is worse than no shortlist at all. The list below is what we hold to in public, on a paid client brief, and inside an internal proof reserve. It is the same list in all three places.

  • We don’t claim universal "best fitness creators."
  • We don’t represent creator availability we haven’t verified.
  • We don’t publish rate estimates.
  • We don’t make clinical efficacy claims.
  • We don’t imply Instagram or TikTok depth equals YouTube depth.
  • We don’t promote analyzed picks as evidence-ready.
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What this looks like for your brief

One ranked shortlist with evidence trails. Inside 24 hours of a complete brief.

This page is anonymized. A real shortlist is named, current, and built around the specifics of the brief. Send a brief and the first ranked shortlist is free.

If your team works inside an MCP-callable agent stack, see the front-door surface. Otherwise, send the brief by email:

Send a brief