cloudflare.com agent readiness score

Scanned 3 Oct 2026 · 47s

Agent readiness report

CPartial assessment#1 of 5 scanned businesses

48 of 97 checks verified. Unverified capabilities earn no points.

Agents can read your homepage without JavaScript. Verify mcp server / manifest against its public specification and document the actual supported interface.

Group by

Readiness checks

Competitive analytics

Across 5 scanned businesses

Leaderboard →
Scanned businesses5
Average score34
Grade B or above0
Your rank1

Layer profile

Layer profile for cloudflare.com against the directory average. You: Discovery 86.7, Access 70.5, Usability 24.7. Directory average: Discovery 37.8, Access 48.7, Usability 22.2.

Layer profile for cloudflare.com against the directory average
MeasureYouDirectory average
Discovery86.737.8
Access70.548.7
Usability24.722.2

Community neighbors

Score distribution

  • 0
    0–9
  • 1
    10–19
  • 2
    20–29
  • 0
    30–39
  • 1
    40–49
  • 1
    50–59
  • 0
    60–69
  • 0
    70–79
  • 0
    80–89
  • 0
    90–100

Your range is highlighted · 5 businesses

Score over time

54/100

Latest scan · 3 Oct 2026

Rescan after your fixes to measure progress.
Scan details & exports

Scanned 3 Oct 2026, 9:35:22 am AWST · ae-readiness-2.0.0

Public collection: 80 probes, 75 seconds, 12 MiB, six declared hosts. Homepage, sitemap and large Markdown responses allow 2 MiB; others 256 KiB. Crawler reachability uses response-head samples; full content is measured separately. Sitemap sample: four maps and first 200 locations per map. Developer resources: two namespace indexes, three declared child indexes, six entry points and ten targeted second-hop pages. No sign-in, form submission, tool execution or payment. Browser and external discovery have independent bounded measurements. Protocol discovery and documented capability do not prove a completed customer task. Inspected conventional public files in 2 provider-linked repositories; no qualifying artifact was established in this bounded sample. Inspected conventional public files in 2 provider-linked repositories; no qualifying artifact was established in this bounded sample. A package registry sample was unavailable; independently verified package evidence remains valid. Public skills.sh collection was partial; independently retrieved listing and SKILL.md receipts remain valid. MCP registry query was unavailable or incomplete; no missing-listing verdict was assigned. Browser rendering was incomplete; captured markup cannot establish the full interactive surface. Browser collection: 91 public-read attempts (96-request limit), 6106528/6291456 received bytes. 3 Connection: connect-src-restricted Documentation judgments use jev-1.13, Haiku 4.5 selection of exact captured spans and an independent citation relevance pass. Confidence is model judgment.