Objectives The goal of this research was to examine aspects of utility of an autism diagnostic tool created for telehealth use: the TELE-ASD-PEDS. This research also assessed associated clinical characteristics related to other behavior scales commonly used to assess children. Three hypotheses were examined: (1) Children with different diagnoses will have different scores on the TELE-ASD-PEDS; (2) There will be a positive correlation between the TELE-ASD-PEDS total score and the clinical subscales of the Behavior Assessment System for Children, 3rd edition (BASC-3); and (3) There will be a negative correlation between the TELE-ASD-PEDS and other selected subscales of the BASC-3. Methods Participants included children referred to a rural, Appalachian, state-funded, autism diagnostic clinic. A one-way ANOVA was conducted to compare TELE-ASD-PEDS scores with diagnoses received. TELE-ASD-PEDS scores and BASC-3 subscale scores were compared through bivariate correlation. Results When compared to the Autism group, both the Rule Out and the No Autism groups had lower scores on the TELE-ASD-PEDS. The BASC-3 subscale Withdrawal had a positive correlation with the TELE-ASD-PEDS. Finally, the adaptive subscales in the BASC-3 Social Skills, Functional Communication, and Activities of Daily Living had negative correlations with the TELE-ASD-PEDS. Conclusions Current data provided partial support for all hypotheses.