The purpose of this study was to describe the initial development of the Scales for Participant Alliance with Recovery Coach (SPARC) to measure recovery coach connection or alliance, including initial psychometric analyses. Measurement development began with five scales of the Client Evaluation of Self Treatment (treatment participation, treatment satisfaction, rapport, peer support, and social support). Adapted items were pre-tested with focus groups (n = 8) to ensure they were meaningful and accurately reflected the domains (Study 1). After modifications, the SPARC has six scales (engagement, satisfaction, rapport, motivation and encouragement, role model and community linkage). The survey was piloted with 100 individuals (Study 2) age 18 or over who had met with a recovery coach within the last six months. After removing two low performing items, the items for five of the domains had acceptable internal consistency. The items for the engagement domain had a slightly lower reliability. Findings suggest that items cover relevant recovery coach roles, are internally consistent within domains, and can be easily administered to individuals engaging in recovery coaching services.