Updated April 2026

Agent Readiness Statistics 2026

Hard numbers from the largest agent readiness dataset. 500+ businesses scanned, 12 industries measured, 9 dimensions scored. Every statistic sourced from real scans.

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Headline Numbers

500+

Businesses Scanned

AgentHermes has scanned over 500 businesses for agent readiness as of April 2026, making it the largest agent readiness dataset available.

43/100

Average Agent Readiness Score

The mean Agent Readiness Score across all scanned businesses is 43 out of 100, placing the average business in the Bronze tier.

41/100

Median Agent Readiness Score

The median score is 41/100, indicating that more than half of all businesses score below the Bronze-Silver boundary.

75/100

Highest Score Achieved

Resend holds the highest Agent Readiness Score at 75/100, the only company to reach Gold tier out of 500+ scanned.

Score Distribution

50% of businesses score Bronze (40-59). 39.6% score below Bronze. Only 10.4% reach Silver or above. 0.2% reach Gold. 0% reach Platinum.

0% of businesses score Platinum (90+)

No business has achieved Platinum-tier agent readiness. Platinum requires excellence across all 9 scoring dimensions plus full agent-native protocol support.

0 out of 500+ businesses

0.2%

0.2% of businesses score Gold (75-89)

Only Resend has achieved Gold tier at 75/100. Gold requires strong APIs, agent-native protocols, and broad coverage across the 6-step agent journey.

1 out of 500+ businesses

10.2%

10.2% of businesses score Silver (60-74)

Silver-tier businesses have well-documented APIs and structured data but lack full agent-native optimization. Top Silver companies include Supabase (69), Vercel (69), and Stripe (68).

51 out of 500+ businesses

50%

50% of businesses score Bronze (40-59)

Half of all scanned businesses fall into Bronze tier. These businesses have basic API access but significant gaps in onboarding, pricing transparency, and agent experience.

250 out of 500+ businesses

39.6%

39.6% of businesses score below Bronze (0-39)

Nearly 40% of businesses score below the Bronze threshold. These businesses have major gaps in discovery, APIs, or security that prevent meaningful agent interaction.

198 out of 500+ businesses

Agent Readiness by Industry

SaaS averages 60/100. Beauty & wellness averages 12/100. The gap between the most and least agent-ready industries is 48 points.

Industry	Avg Score	Visual
SaaS & Developer Tools	60/100
Cloud Infrastructure	55/100
Communication Platforms	52/100
Fintech & Payments	48/100
Travel & Hospitality	38/100
Healthcare	33/100
Retail & E-Commerce	28/100
Real Estate	25/100
Education	22/100
Marketing & Advertising	19/100
Local Services	15/100
Beauty & Wellness	12/100

Universal Gaps

These are the most common deficiencies across all 500+ scanned businesses. Over 90% of businesses lack the basic agent-native signals that AI models look for.

92%

of businesses lack an MCP server

Model Context Protocol (MCP) servers allow AI agents to interact with businesses as structured tools. 92% of scanned businesses have not deployed one.

95%

of businesses lack an agent card

95% of businesses do not have an agent-card.json file at /.well-known/, making them invisible to agent discovery protocols.

94%

of businesses lack llms.txt

94% of businesses have no llms.txt file, which provides LLM-optimized descriptions of the business and its services.

88%

of businesses lack an OpenAPI spec

88% of businesses have no publicly accessible OpenAPI or Swagger specification, making API discovery impossible for agents.

76%

of businesses lack programmatic pricing

76% of businesses have no machine-readable pricing. Agents cannot determine cost without a human looking at a webpage.

71%

of businesses lack programmatic onboarding

71% of businesses require human interaction (phone, email, or manual form) to create an account or start service.

65%

of businesses lack structured error responses

65% of API endpoints return HTML error pages or unstructured text instead of JSON error objects when something fails.

45%

of businesses lack TLS on all endpoints

45% of businesses have at least one endpoint or subdomain without proper TLS encryption, triggering the 39-point scoring cap.

Average Score by Dimension

Agent Experience (D9) is the weakest dimension at 18/100 average. Reliability (D8) is the strongest at 55/100. The gap between the best and worst dimensions is 37 points.

Dimension	Weight	Avg Score	Best Performer	Worst Performer
D2 API Quality	15%	38/100	Stripe (92/100)	Local services (8/100)
D8 Reliability	13%	55/100	Cloudflare (95/100)	Education (22/100)
D7 Security	12%	52/100	Banking (88/100)	Beauty (15/100)
D1 Discovery	12%	35/100	SaaS (65/100)	Local services (10/100)
D6 Data Format	10%	42/100	Fintech (78/100)	Healthcare (18/100)
D9 Agent Experience	10%	18/100	Resend (72/100)	Real estate (3/100)
D3 Onboarding	8%	25/100	SaaS (58/100)	Healthcare (8/100)
D5 Payment	8%	30/100	E-commerce (55/100)	Education (10/100)
D4 Pricing	5%	22/100	SaaS (52/100)	Professional services (5/100)

Adoption Trends (Q1 2026)

Agent readiness adoption is growing but remains in early stages. Only 12% of businesses improved scores in Q1 2026. MCP adoption is at 3%.

12%

of businesses improved scores since January 2026

60 out of 500 businesses showed score improvements when rescanned, primarily from adding structured data and basic API documentation.

of businesses deployed MCP since January 2026

15 businesses deployed MCP servers in Q1 2026, up from 8 at the start of the year. Still only 3% of the total.

growth in agent-card.json adoption

Businesses with agent-card.json grew from 5 to 25 between January and April 2026, a 5x increase from a small base.

businesses moved from Bronze to Platinum

No business has made the leap from Bronze to Platinum in 2026. The fastest improvement was Bronze to Silver (12 businesses).

Key Statistics at a Glance

The essential agent readiness numbers for 2026, sourced from 500+ business scans by AgentHermes.

500+ businesses scanned across 12 industries
Average Agent Readiness Score: 43/100
Median Agent Readiness Score: 41/100
Highest score: 75/100 (Resend -- only Gold-tier company)
0 companies have achieved Platinum tier (90+)
1 company has achieved Gold tier (75-89): Resend
51 companies score Silver (60-74), representing 10.2%
250 companies score Bronze (40-59), representing 50%
198 companies score below Bronze (<40), representing 39.6%
SaaS average: 60/100 (highest industry)
Healthcare average: 33/100
E-commerce average: 28/100
Beauty & wellness average: 12/100 (lowest industry)
92% of businesses lack MCP servers
95% of businesses lack agent-card.json
94% of businesses lack llms.txt files
88% of businesses lack OpenAPI specifications
76% lack machine-readable pricing
Agent Experience (D9) is the weakest dimension at 18/100 average
Reliability (D8) is the strongest dimension at 55/100 average
Only 12% of businesses improved scores in Q1 2026
MCP adoption grew from 1.6% to 3% in Q1 2026
No business has moved from Bronze to Platinum in 2026
The industry gap is 48 points (SaaS 60 vs. Beauty 12)

Frequently Asked Questions

How many businesses has AgentHermes scanned?

AgentHermes has scanned over 500 businesses for agent readiness as of April 2026. This makes it the largest agent readiness dataset available. Scans cover 12 industries from SaaS to local services.

What is the average agent readiness score?

The average Agent Readiness Score is 43 out of 100 based on 500+ business scans. The median is 41/100. This means the typical business is barely agent-functional, scoring in the low Bronze tier.

What percentage of businesses are agent-ready?

Only 10.4% of businesses score Silver or above (60+/100), which represents minimum viable agent readiness. 89.6% of businesses score below Silver, meaning agents cannot reliably discover, use, or transact with them.

Which company has the highest agent readiness score?

Resend has the highest Agent Readiness Score at 75/100, making it the only company to reach Gold tier. Second place is tied between Supabase and Vercel at 69/100 (Silver tier). No company has reached Platinum (90+).

What percentage of businesses have MCP servers?

Only 8% of businesses have deployed an MCP (Model Context Protocol) server as of April 2026. MCP servers are the primary way AI agents interact with businesses programmatically, making this a critical gap.

What is the biggest gap in agent readiness?

The biggest gap is Agent Experience (D9), which averages only 18/100 across all businesses. This measures agent-specific optimizations like MCP servers, agent cards, and llms.txt files. 92%+ of businesses have none of these.

How does SaaS compare to healthcare in agent readiness?

SaaS companies average 60/100 on agent readiness while healthcare averages 33/100, a gap of 27 points. SaaS benefits from existing API infrastructure, while healthcare is constrained by HIPAA, patient consent, and reliance on phone-based workflows.

What is the lowest-scoring industry?

Beauty and wellness businesses have the lowest average agent readiness score at 12/100. This industry relies almost entirely on phone calls, walk-ins, and basic web booking forms that AI agents cannot navigate.

How fast are agent readiness scores improving?

Only 12% of businesses improved their agent readiness scores between January and April 2026. MCP adoption grew from 8 to 23 businesses (3% adoption). No business moved from Bronze to Platinum. Improvement is slow.

Where can I see the full methodology?

The complete scoring methodology is published at agenthermes.ai/methodology. It covers all 9 weighted dimensions, scoring caps, auth-aware scoring, 7 ARL levels, tier thresholds, and the full list of detected signals.

How can I get my business scanned?

Get a free Agent Readiness Score at agenthermes.ai/audit. Enter your domain and receive a detailed breakdown across all 9 dimensions with specific recommendations for improvement.