citedscan.com ยท Full July 2026 report
0.0% share of answers
When buyers ask an AI engine questions like "best HVAC field service software", ServiceM8 is named under majority scoring in 0.0% of the 8 buyer-intent clusters, and appears in 1 of 40 buyer questions (Perplexity, this edition's live engine; 3 independent passes per question; majority rule). That places it #11 of 12 HVAC software vendors measured in July 2026.
Measurement, not a quality ranking: this says how often AI answers name ServiceM8 on our fixed question basket, nothing else. No vendor paid to be scanned, named, or excluded. Methodology, league table and limitations: the full report.
The same fixed-basket scan runs free at citedscan.com: which engines name you, your share headline, and your biggest gaps. No card, no call.