0.0% share of answers
When buyers ask an AI engine questions like "best HVAC software", ServiceM8 is named under majority scoring in 0.0% of the eight buyer-intent clusters, and appears in 1 of 40 buyer questions (Perplexity, three passes, July 2026). That places it #11 of 12 HVAC software vendors measured.
See the full HVAC software league table. Head to head: vs ServiceTitan · vs Housecall Pro · vs Jobber · vs FieldEdge · vs Workiz · vs Service Fusion.
On our July 2026 measurement, ServiceM8 was named under majority scoring in 0.0% of the buyer-question clusters for HVAC software, and appeared in 1 of 40 buyer questions on Perplexity. That is a measurement of presence and share, not a ranking or a guarantee of any specific answer.
We run a fixed basket of 40 real buyer questions, three independent passes each, and score a vendor as named only when it appears in a majority of passes. The basket is frozen and fingerprinted so the number is reproducible and comparable over time.
AI answers are assembled from third-party sources: review shortlists, editorial roundups, and community threads. Earning presence in those sources is the lever. Run a free scan at citedscan.com to see the exact sources deciding HVAC software answers and where a vendor is absent.
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.