Tracked companies

These are the companies asked about in every ModelDrift run, both indirectly, through the 21 buyer questions, and directly, through the brand-direct loop. The groupings below describe company stage and market position only. None of these entries characterizes a company as good, bad, overpriced, or overlooked. There's no data yet to support that, and the project's whole premise is that unsupported characterizations are the problem.

Each name links to a stub page that fills in with real findings in September.

Newer and specialist tools

Smaller or more recently founded products, several built specifically for electrical or trades work.

• Elyos AI: AI assistants built for skilled trades.
• AceWatt: Built for electrical contractors from day one.
• QuoteIQ: AI estimating, dispatch, invoicing, and a 24/7 AI call team.
• ServiceAgent: AI voice agents that capture missed calls.
• TradeFix: A modern alternative aimed at small HVAC, plumbing, and electrical shops.
• FieldPulse: A mid-size field service challenger for the trades.

Established platforms

Larger, more widely adopted field service platforms with longer track records.

• ServiceTitan: The large enterprise field service platform.
• Housecall Pro: A popular pick for small and solo operators.
• Jobber: A popular pick for small and solo operators.
• FieldEdge: A mid-market field service platform.

Full presence and accuracy data for each company, plus the raw dataset behind it, will be at /data after the first run.