The largest lead response study ever conducted in fitness. ~10,000 gyms audited for findability. ~1,000 mystery-shopped with real membership inquiries. Every response timed. Every follow-up counted.
Research integrity
Why this study exists
The fitness industry spends billions generating leads every year — paid social, local SEO, referral programs, community events. What happens when a prospect actually reaches out has never been measured at scale. Not once. Not in any peer-reviewed study. Not in any industry report. This study measures it.
The last major lead response audit of any industry was conducted in 2011 by Oldroyd et al. in the Harvard Business Review: 2,241 companies studied, an average first response of 42 hours, and 23% of companies that never responded at all. That study covered B2B companies across multiple industries. Fitness has never been measured at scale — until now.
This study treats the problem the same way any serious research would: standardized inquiries, a pre-declared methodology, a fixed observation window, and a public pre-registration before any results were viewed. The goal is a replicable benchmark that the fitness industry can hold itself accountable to — and build against.
What we measured
Together these define the 5/12/24 Standard™ — the benchmark this study tests the fitness industry against.
Methodology
Plain-English summary. The complete pre-registered plan — including stopping rules, exclusion criteria, and statistical approach — is available at https://osf.io/w7jev/.
Each gym received a standardized membership inquiry submitted through the gym's available inbound contact channel — web form, Facebook Messenger, Instagram DM, or online chat, as found on the gym's public presence.
The inquiry text was standardized across all contacts. Substance was identical: a prospective member asking about pricing and how to get started. Formatting was adapted only to match the channel (e.g., plain text for Messenger vs. a web form field). The exact inquiry text used is documented in the pre-registration.
~10,000 gyms were first audited for online findability — whether they could be discovered, and through what channels, by a prospective member searching locally. From those, ~1,000 were selected for the mystery-shopping phase.
Channel availability is itself a findability finding. If a gym had no accessible inbound contact channel, that absence is recorded as a data point, not an exclusion. The contact channel used for each gym is logged in the dataset.
Each gym's observation window is 14 days from the exact moment the inquiry was submitted. All contact attempts from the gym within that window are logged and counted. Touch counts are reported at both the 7-day mark and the 14-day mark.
A qualifying response is any human or automated reply that is addressed to the substance of the inquiry. Auto-acknowledgment receipts (e.g., "Thanks for your message, we'll be in touch") are logged separately and excluded from qualifying response metrics.
All exclusions were declared before data collection began and are documented in the pre-registration. No outcome-based exclusions exist or will ever exist — no gym is excluded because of how it performed.
Every post-collection exclusion of any record requires a documented reason in the cleaning log: record ID, reason, and the pre-declared rule authorizing it. The complete exclusion list, including test sends from system build and verification (tagged test_send=true), will be published with the dataset.
This study was funded by HireAiGO. HireAiGO is an AI service provider that sells to fitness businesses. This creates a financial interest in the study's findings.
The methodology was pre-registered on the Open Science Framework before any results were viewed. Pre-registration locks in the analysis plan — the hypotheses, the metrics, the stopping rules, and the exclusion criteria — before anyone sees the data. This is the same mechanism used in academic research to prevent researcher degrees of freedom from distorting findings. The pre-registration is public, timestamped, and permanent.
Your gym scorecard
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