aki:machine-traffic:index:v1
SHA-256: d4e5f6...3d4e5
The global reference directory evaluating 36 web publishers on crawler disclosure clarity, 4-tier autonomous bot taxonomy, and cryptographic telemetry verification.
Total Origin Requests: 142,850 · Machine: 98,280
By late 2026, 68.8% of aggregate origin request volumes on the AKI Machine Web Observatory are automated machine processes (AI Model Training Harvesters: 42.1%, Real-Time Autonomous Agents: 21.4%, Search Indexers: 5.3%, Malicious: 0.0%), while biological humans account for 31.2%.
Publishers publish a first-party CORS-enabled /telemetry.json conforming to MTTI Schema v1.0 with a deterministic SHA-256 provenance hash. Submissions scoring ≥60 CTS earn official Verified certification; incomplete endpoints route to the public Review Hold queue.
| # | Publisher & Domain | Tier | Cadence | Bot Share | Capabilities | CTS Score |
|---|---|---|---|---|---|---|
| #1 |
aki1k.com
|
Gold | Daily | 68.8% | AI JSON MCP SHA | 98.5 /100 |
| #2 |
commoncrawl.org
|
Gold | Daily | 78.4% | AI JSON MCP SHA | 95.2 /100 |
| #3 |
openalex.org
|
Gold | Daily | 72.0% | AI JSON MCP SHA | 94.0 /100 |
| #4 |
huggingface.co
|
Gold | Daily | 67.8% | AI JSON MCP SHA | 93.1 /100 |
| #5 |
crossref.org
|
Gold | Daily | 69.5% | AI JSON MCP SHA | 92.0 /100 |
| #6 |
pypi.org
|
Gold | Daily | 74.2% | AI JSON MCP SHA | 91.5 /100 |
| #7 |
crates.io
|
Gold | Daily | 71.8% | AI JSON MCP SHA | 90.4 /100 |
| #8 |
wikimedia.org
|
Silver | Daily | 52.4% | AI JSON MCP SHA | 89.5 /100 |
| #9 |
docs.github.com
|
Silver | Daily | 59.8% | AI JSON MCP SHA | 88.4 /100 |
| #10 |
ourworldindata.org
|
Silver | Weekly | 60.5% | AI JSON MCP SHA | 88.2 /100 |
| #11 |
arxiv.org
|
Silver | Daily | 62.1% | AI JSON MCP SHA | 87.5 /100 |
| #12 |
docs.npmjs.com
|
Silver | Daily | 66.5% | AI JSON MCP SHA | 87.2 /100 |
| #13 |
ncbi.nlm.nih.gov
|
Silver | Weekly | 65.4% | AI JSON MCP SHA | 86.8 /100 |
| #14 |
crfm.stanford.edu
|
Silver | Monthly | 59.0% | AI JSON MCP SHA | 86.4 /100 |
| #15 |
developer.mozilla.org
|
Silver | Weekly | 58.4% | AI JSON MCP SHA | 85.2 /100 |
Standard formulation: CTS = 0.25·C + 0.20·F + 0.20·M + 0.20·A + 0.15·D.
Evaluates Disclosure Clarity (25%), Release Frequency (20%), Methodology Rigor (20%), Machine Accessibility (20%), and Historical Longitudinal Depth (15%). Enforces Zero-Incentive Protocol (ZIP-1.0) with No-Proof-No-Ranking gating.