Q1 2026 AI Agent Industry Benchmark: 25,366 Classified Business Conversations

This is the refreshed 2026 industry benchmark based on the Q1 2026 export.

Dataset and Method

• Total Q1 2026 conversations analyzed: 285,397
• Industry-classified conversations: 25,366
• Coverage: 8.89%
• Classification mode: agent-level deterministic mapping from agent metadata on the Q1 2026 export
• Channel normalization:
  • unknown -> chat-based
  • vapi -> voice

Executive Findings

1. Hospitality/travel is the largest identified sector (2.67% of all Q1 2026 conversations).
2. B2B services is #2 by identified volume (1.86%), with higher message depth.
3. Automotive remains a top operational category (1.72%).
4. Healthcare remains meaningful (1.26%) but with different depth profile vs prior runs.
5. Coverage is intentionally conservative and leaves the majority in other.

Top Industry Sectors (Q1 2026)

Industry Sector	Conversations	Share of All Q1 2026	Avg Messages	Avg Duration (sec)
hospitality_travel	7,615	2.67%	0.87	14.47
b2b_services	5,322	1.86%	15.47	17,554.02
automotive	4,895	1.72%	6.86	734.71
healthcare	3,599	1.26%	3.01	38,301.69
retail_ecommerce	1,051	0.37%	3.11	1.28
education	683	0.24%	4.01	13.37
media_entertainment	507	0.18%	3.62	10,213.07
beauty_wellness	445	0.16%	4.96	5,449.19

Top Industry Verticals (Q1 2026)

Industry Vertical	Sector	Conversations	Share of All Q1 2026	Avg Messages
hotel_resort	hospitality_travel	6,867	2.41%	0.43
telecom_internet	b2b_services	4,911	1.72%	16.29
auto_repair	automotive	3,719	1.30%	7.57
medical_clinic	healthcare	2,511	0.88%	3.11
jewelry	retail_ecommerce	1,012	0.35%	3.13
car_rental	automotive	711	0.25%	5.12
tutoring_education	education	676	0.24%	4.04
travel_agency	hospitality_travel	644	0.23%	4.96
dermatology	healthcare	570	0.20%	2.97
nightlife_entertainment	media_entertainment	500	0.18%	3.66

Channel Context (Q1 2026)

Top channels in the 2026 benchmark:

• web-chat: 158,464
• chat-based: 51,772
• messenger: 28,256
• whatsapp: 22,617
• instagram: 15,331

What This Means for Operators

• Identifiable demand remains concentrated in a handful of vertical clusters.
• Channel strategy remains text-first at scale.
• other is still large, so enrichment quality is now the main growth lever for deeper industry visibility.

Methodology Note

This 2026 refresh uses deterministic agent-level industry assignment from the Q1 2026 conversation export and agent metadata. It is conservative by design and suitable for benchmark trend content, not hard attribution for every individual conversation.