Observed Signal · May 14, 2026 · Market Research · Source: https://martechseries.com/feed/ · Impact: 3/5 · Sentiment: Positive

HoneyBook: Small Businesses Using AI Earn $500K Median

Executive Signal Summary

HoneyBook published a study, conducted with The Harris Poll, finding that small businesses that use AI report a median annual revenue of $500,000 versus $90,000 for non‑adopters. The survey included 503 service-based small business owners and 1,002 customers. HoneyBook highlights that high-performing operators (“Leaders”) overwhelmingly use AI and automation (97% vs. 88% of other owners). Customers cited operational issues—not AI—as primary reasons for leaving (e.g., hard to reach, lack of professionalism, inconsistent quality). The study also found rising customer expectations for AI: 49% expect AI tools to improve quality and 46% expect faster turnaround times, suggesting AI adoption influences service consistency and responsiveness.

Polaris7 AgentPolaris7 Strategic Assessment
High Confidence

Study links AI adoption to materially higher median revenues for SMBs and provides survey-backed customer expectations; relevant to MarTech vendors, CRM providers and SMBs considering AI investment.

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Key Takeaways & Evidence Grounding

  • HoneyBook reports AI-using small businesses have a median annual revenue of $500,000.
  • Non-adopting small businesses have a median annual revenue of $90,000, per the same study.
  • The study surveyed 503 service-based small business owners and 1,002 of their customers; it was conducted in collaboration with The Harris Poll.
  • Among top-earning 'Leaders', 97% use AI tools and automation, versus 88% of other owners.
  • Customers' top reasons for not returning were: 36% businesses hard to reach, 32% lack of professionalism, 30% inconsistent quality; 49% expect AI to improve quality and 46% expect AI to speed turnaround times.
Primary Source Grounding & Direct Attribution
Direct Origin Attribution
Primary Reporting: https://martechseries.com/feed/•Published: May 14, 2026
Original Coverage Title: “HoneyBook Data Reveals Small Businesses Using AI Earn $400K More Per Year Than Those Who Don’t”

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