Live Data · Probed 2026-07-12

Which companies are ready for AI-agent buyers?
Most aren't.

AI agents are already browsing, evaluating, and purchasing SaaS products autonomously. To be found and bought, your API needs machine-readable signals: agent.json, an MCP endpoint, agent-checkout.json, and llms.txt. We probed 40 leading SaaS/API companies to see who's ready.

7/40
score 0/100
26/100
average score
2
fully agent-ready
Flash Audit · One-time · $19

Curious how YOUR company scores?

Get your Agent-Readiness Flash Audit — detailed score, exact gaps, step-by-step fixes. Delivered in 24h.

Get your Flash Audit — $19 →
Signal key:
ACP/.well-known/agent.json·35pts
MCP/mcp endpoint·35pts
CHK/.well-known/agent-checkout.json·20pts
LLM/llms.txt·10pts
40 companies · sorted by score
#
Company
Score
Signals
🥇
BrexFintech
brex.com
100/100
✓✓✓✓
🥈
LaunchDarklyDev Tools
launchdarkly.com
100/100
✓✓✓✓
🥉
SentryObservability
sentry.io
65/100
✓×✓✓
FIX →
4
CloudflareInfrastructure
cloudflare.com
45/100
✓××✓
FIX →
5
GitHubDev Tools
github.com
45/100
×✓×✓
FIX →
6
LinearProject Mgmt
linear.app
45/100
×✓×✓
FIX →
7
NeonDatabase
neon.tech
45/100
×✓×✓
FIX →
8
PlanetScaleDatabase
planetscale.com
45/100
×✓×✓
FIX →
9
PostHogAnalytics
posthog.com
45/100
×✓×✓
FIX →
10
RailwayInfrastructure
railway.app
45/100
×✓×✓
FIX →
11
RenderInfrastructure
render.com
45/100
×✓×✓
FIX →
12
ResendEmail
resend.com
45/100
×✓×✓
FIX →
13
sendgrid.com
45/100
×✓×✓
FIX →
14
SupabaseDatabase
supabase.com
45/100
×✓×✓
FIX →
15
VercelInfrastructure
vercel.com
45/100
×✓×✓
FIX →
16
ZapierAutomation
zapier.com
45/100
×✓×✓
FIX →
17
AlgoliaSearch
algolia.com
10/100
×××✓
FIX →
18
Cal.comScheduling
cal.com
10/100
×××✓
FIX →
19
ClerkAuth
clerk.com
10/100
×××✓
FIX →
20
Customer.ioMarketing
customer.io
10/100
×××✓
FIX →
21
DatadogObservability
datadoghq.com
10/100
×××✓
FIX →
22
Fly.ioInfrastructure
fly.io
10/100
×××✓
FIX →
23
InngestAutomation
inngest.com
10/100
×××✓
FIX →
24
LoopsEmail
loops.so
10/100
×××✓
FIX →
25
NotionProductivity
notion.so
10/100
×××✓
FIX →
26
PlaidFintech
plaid.com
10/100
×××✓
FIX →
27
postmarkapp.com
10/100
×××✓
FIX →
28
RetoolDev Tools
retool.com
10/100
×××✓
FIX →
29
ShopifyE-commerce
shopify.com
10/100
×××✓
FIX →
30
StripePayments
stripe.com
10/100
×××✓
FIX →
31
Trigger.devAutomation
trigger.dev
10/100
×××✓
FIX →
32
TwilioCommunications
twilio.com
10/100
×××✓
FIX →
33
UpstashDatabase
upstash.com
10/100
×××✓
FIX →
💤
AirtableDatabase
airtable.com
0/100
××××
FIX →
💤
anthropic.com
0/100
××××
FIX →
💤
hubspot.com
0/100
××××
FIX →
💤
lemonsqueezy.com
0/100
××××
FIX →
💤
MintlifyDev Tools
mintlify.com
0/100
××××
FIX →
💤
openai.com
0/100
××××
FIX →
💤
PaddlePayments
paddle.com
0/100
××××
FIX →
Free · No signup

Where does your API rank?

Run the same 4-signal probe on your own domain — instant results, no account needed.

Scan your own site free →
Flash Audit
One-time · Delivered in 24h

Get your full audit — $19

Detailed per-signal breakdown, exact gaps found, and a step-by-step action plan to make your API discoverable and transactable by AI agents.

  • ✓agent.json / ACP Feed
  • ✓MCP Endpoint analysis
  • ✓agent-checkout.json
  • ✓llms.txt — scored /4
  • ✓Detailed action plan
Get your full audit — $19 →
Methodology

Each company was probed live on 2026-07-12 by sending HTTP GET requests to /.well-known/agent.json, /mcp, /.well-known/agent-checkout.json, and /llms.txt. A 200 OK response counts as a detected signal. Scores are weighted: ACP 35pts · MCP 35pts · Checkout 20pts · llms.txt 10pts. No inference — only live HTTP probes.

Probed: 40 companies
Date: 2026-07-12
By: Nanoatp AuditBot/1.0