INTELLIGENCE

Data worth acting on.

Agent-collected datasets and analytics, built around your question.

AGENT-COLLECTED DATA

Raw activity.
Useful intelligence.

Our collection agents gather payment records, provider listings and endpoint observations. We organize the evidence into dated datasets you can explore, analyze and request.

01 / PAYMENTS

Understand activity.

Amounts, currencies, wallets and transaction evidence. Filter by time to study patterns and concentration.

02 / PROVIDERS

Compare the market.

Service listings, advertised prices, payment options and endpoint observations—with sources attached.

03 / HISTORY

See what changed.

Dated snapshots and change records reveal shifts that a current directory cannot show.

The value is in the connections: normalized records, history and traceable evidence. Custom datasets and analytics are scoped to your question and available coverage.

Cost intelligence

Find the better way to pay.

Compare service prices and payment options against your workload.

Scoped audits · customer usage requiredRequest a cost audit
Change intelligence

Know when your dependencies change.

Track payment offers, service schemas and provider changes over time.

Custom watchlists and historyDiscuss monitoring
Outcome intelligence

Connect the purchase to the result.

Bring charges, retries and task evaluations into one private evidence record.

Integration pilot · your task criteriaConnect your workflow

COMMERCE RELATIONSHIPS

Who receives the payment?

Explore JSON

Follow sampled transfers to dated service payout disclosures. Each match is a candidate; purchase, company identity and delivery need additional evidence.

2,000Audited event records
0.1%One service candidate
1039Shared-wallet matches
2Single-candidate matches

2026-09-06 01:47 UTC2026-09-13 01:47 UTC · 2,000 of 6,400 retained source records inspected · Sample capped at 2,000. 0 duplicates collapsed. 2 records lack an event key.

Latest sampled activity · 48-hour disclosure freshness limit
TransferService candidatesEvidence
eip155:84530xfe802b…2a47eeUnresolvedNo matching disclosure
Attribution evidence
{
  "amount_atomic": "1000",
  "asset": "0x833589fcd6edb6e08f4c7c32d4f71b54bda02913",
  "buyer_organization": null,
  "candidates": [],
  "event_key": "eip155:8453:0xd43755e99f90e59bc08b32b1fe42d559cfe848bd9eb6a0e3082d9d8e5d83e2e6:1109",
  "log_index": 1109,
  "network": "eip155:8453",
  "observed_at": 1789263333,
  "purchase_verified": false,
  "recipient": "0xfe802b35182f49778eec14db3153fcb8b92a47ee",
  "sender": "0x2a9836c905ab8f2167db953059f90af5dd5665ad",
  "status": "unresolved",
  "transaction_hash": "0xd43755e99f90e59bc08b32b1fe42d559cfe848bd9eb6a0e3082d9d8e5d83e2e6"
}
eip155:84530x3e0a7c…aa78e7UnresolvedNo matching disclosure
Attribution evidence
{
  "amount_atomic": "5596",
  "asset": "0x833589fcd6edb6e08f4c7c32d4f71b54bda02913",
  "buyer_organization": null,
  "candidates": [],
  "event_key": "eip155:8453:0xbe421207d8a5115c18d9bd11374b535f96461b19733a2a550be3e8eb4db57c30:481",
  "log_index": 481,
  "network": "eip155:8453",
  "observed_at": 1789263321,
  "purchase_verified": false,
  "recipient": "0x3e0a7c9a79f0646fc4e72d52b5ee8877f5aa78e7",
  "sender": "0xf8c70c3b78871e564439a613318d9c867aa072a1",
  "status": "unresolved",
  "transaction_hash": "0xbe421207d8a5115c18d9bd11374b535f96461b19733a2a550be3e8eb4db57c30"
}
eip155:84530x5fd3e2…91ab3cUnresolvedNo matching disclosure
Attribution evidence
{
  "amount_atomic": "1",
  "asset": "0x833589fcd6edb6e08f4c7c32d4f71b54bda02913",
  "buyer_organization": null,
  "candidates": [],
  "event_key": "eip155:8453:0xe2f388ad4e2fc8df931ce22fac93c836b9120a344dd153f4dec2db0f9e7caa90:5389",
  "log_index": 5389,
  "network": "eip155:8453",
  "observed_at": 1789263317,
  "purchase_verified": false,
  "recipient": "0x5fd3e2915b3a726db50b6ff60f281f59a591ab3c",
  "sender": "0xa8a1c8eddcec3036e0767f43b676a47b08108ee0",
  "status": "unresolved",
  "transaction_hash": "0xe2f388ad4e2fc8df931ce22fac93c836b9120a344dd153f4dec2db0f9e7caa90"
}
eip155:84530xf000ab…e994fcUnresolvedNo matching disclosure
Attribution evidence
{
  "amount_atomic": "100000",
  "asset": "0x833589fcd6edb6e08f4c7c32d4f71b54bda02913",
  "buyer_organization": null,
  "candidates": [],
  "event_key": "eip155:8453:0x39e9ce3df7a7b879b1db033d577fa973ffff15c2d216d63ab15bb6970860f699:1204",
  "log_index": 1204,
  "network": "eip155:8453",
  "observed_at": 1789263313,
  "purchase_verified": false,
  "recipient": "0xf000ab8b02aa5c52b62bdb10bf63312317e994fc",
  "sender": "0xbc1632746fac6a9311a53cde380cb4f6516f60c8",
  "status": "unresolved",
  "transaction_hash": "0x39e9ce3df7a7b879b1db033d577fa973ffff15c2d216d63ab15bb6970860f699"
}
eip155:84530xd494a4…902b71
PR Triage by Cult OSwww.cultos.dev · Source-reported identityDisclosed 2026-09-12 05:41 UTC
Site SEO Audit by Cult OSwww.cultos.dev · Source-reported identityDisclosed 2026-09-12 05:41 UTC
Relic Hunt by Cult OSwww.cultos.dev · Source-reported identityDisclosed 2026-09-12 05:41 UTC
DOGMA by Cult OSwww.cultos.dev · Source-reported identityDisclosed 2026-09-12 05:41 UTC
Vulnerability Audit by Cult OSwww.cultos.dev · Source-reported identityDisclosed 2026-09-12 05:41 UTC
Shared payout wallet
Attribution evidence
{
  "amount_atomic": "1000",
  "asset": "0x833589fcd6edb6e08f4c7c32d4f71b54bda02913",
  "buyer_organization": null,
  "candidates": [
    {
      "branding": {
        "asset_rights": "not_reviewed",
        "basis": "source_reported",
        "icon_url": "https://res.cloudinary.com/bdb-prod/image/upload/c_fill,ar_1:1,w_256,h_256,f_auto,q_auto/v1788137077/bazaar-icons/ec5e9a6209720b2b.jpg",
        "name": "PR Triage by Cult OS",
        "tags": [
          "aeon",
          "developer-tools",
          "pr-triage"
        ],
        "usage": {}
      },
      "country": null,
      "country_basis": "not_available",
      "disclosed_at": 1789191719.42,
      "domain": "www.cultos.dev",
      "identity_status": "source_disclosed_wallet",
      "run_id": "722ce2b98e2db519acc76e688bbc782d70864c7c67322efd2da09ff91bb2aecc",
      "service_id": "a7f0378556b64ca581e60479a22a9f34342363c166dedbd28ab894fadafc9c9c",
      "source": "cdp-bazaar",
      "url": "https://www.cultos.dev/services/pr-triage"
    },
    {
      "branding": {
        "asset_rights": "not_reviewed",
        "basis": "source_reported",
        "icon_url": "https://res.cloudinary.com/bdb-prod/image/upload/c_fill,ar_1:1,w_256,h_256,f_auto,q_auto/v1788137077/bazaar-icons/ec5e9a6209720b2b.jpg",
        "name": "Site SEO Audit by Cult OS",
        "tags": [
          "aeon",
          "developer-tools",
          "site-seo-audit"
        ],
        "usage": {}
      },
      "country": null,
      "country_basis": "not_available",
      "disclosed_at": 1789191719.42,
      "domain": "www.cultos.dev",
      "identity_status": "source_disclosed_wallet",
      "run_id": "722ce2b98e2db519acc76e688bbc782d70864c7c67322efd2da09ff91bb2aecc",
      "service_id": "b816ae151652a84847042d4b57449912cd59ede2ea862f71e1d3191812f64fe7",
      "source": "cdp-bazaar",
      "url": "https://www.cultos.dev/services/site-seo-audit"
    },
    {
      "branding": {
        "asset_rights": "not_reviewed",
        "basis": "source_reported",
        "icon_url": "https://res.cloudinary.com/bdb-prod/image/upload/c_fill,ar_1:1,w_256,h_256,f_auto,q_auto/v1788137077/bazaar-icons/ec5e9a6209720b2b.jpg",
        "name": "Relic Hunt by Cult OS",
        "tags": [
          "cultos",
          "developer-challenge",
          "x402"
        ],
        "usage": {}
      },
      "country": null,
      "country_basis": "not_available",
      "disclosed_at": 1789191719.42,
      "domain": "www.cultos.dev",
      "identity_status": "source_disclosed_wallet",
      "run_id": "722ce2b98e2db519acc76e688bbc782d70864c7c67322efd2da09ff91bb2aecc",
      "service_id": "d13ac4d6147f1b045558754068f247cdde5cdaa330d541667184f1e67be46796",
      "source": "cdp-bazaar",
      "url": "https://www.cultos.dev/services/relics/open"
    },
    {
      "branding": {
        "asset_rights": "not_reviewed",
        "basis": "source_reported",
        "icon_url": "https://res.cloudinary.com/bdb-prod/image/upload/c_fill,ar_1:1,w_256,h_256,f_auto,q_auto/v1788137077/bazaar-icons/ec5e9a6209720b2b.jpg",
        "name": "DOGMA by Cult OS",
        "tags": [
          "aeon",
          "code-review",
          "github",
          "pull-request"
        ],
        "usage": {}
      },
      "country": null,
      "country_basis": "not_available",
      "disclosed_at": 1789191719.42,
      "domain": "www.cultos.dev",
      "identity_status": "source_disclosed_wallet",
      "run_id": "722ce2b98e2db519acc76e688bbc782d70864c7c67322efd2da09ff91bb2aecc",
      "service_id": "fae3559e4e63e93dbb65af419945ebcecfdf5d15adf208363b3e4f3e2fafff85",
      "source": "cdp-bazaar",
      "url": "https://www.cultos.dev/api/reviews"
    },
    {
      "branding": {
        "asset_rights": "not_reviewed",
        "basis": "source_reported",
        "icon_url": "https://res.cloudinary.com/bdb-prod/image/upload/c_fill,ar_1:1,w_256,h_256,f_auto,q_auto/v1788137077/bazaar-icons/ec5e9a6209720b2b.jpg",
        "name": "Vulnerability Audit by Cult OS",
        "tags": [
          "aeon",
          "developer-tools",
          "vulnerability-audit"
        ],
        "usage": {}
      },
      "country": null,
      "country_basis": "not_available",
      "disclosed_at": 1789191719.42,
      "domain": "www.cultos.dev",
      "identity_status": "source_disclosed_wallet",
      "run_id": "722ce2b98e2db519acc76e688bbc782d70864c7c67322efd2da09ff91bb2aecc",
      "service_id": "fd5ad24a9b8fec4062e425a8fc2b007aace9532164ddc0100a4cab8f195bb41a",
      "source": "cdp-bazaar",
      "url": "https://www.cultos.dev/services/vulnerability-audit"
    }
  ],
  "event_key": "eip155:8453:0x1617669924907ea9c01f00035d18137925d7ed5dc9f39a5103616673e05d516a:2532",
  "log_index": 2532,
  "network": "eip155:8453",
  "observed_at": 1789263305,
  "purchase_verified": false,
  "recipient": "0xd494a454888a390b2b05df74ae2b5fd9c9902b71",
  "sender": "0xd1b1bc50bf91672e6cdf6405b0881963d89b2887",
  "status": "ambiguous",
  "transaction_hash": "0x1617669924907ea9c01f00035d18137925d7ed5dc9f39a5103616673e05d516a"
}
eip155:84530x7284d4…2d299c
AX1 Consolewww.ax1.vc · Source-reported identityDisclosed 2026-09-12 05:41 UTC
AX1 Consoleax1-new.vercel.app · Source-reported identityDisclosed 2026-09-12 05:41 UTC
Shared payout wallet
Attribution evidence
{
  "amount_atomic": "20000",
  "asset": "0x833589fcd6edb6e08f4c7c32d4f71b54bda02913",
  "buyer_organization": null,
  "candidates": [
    {
      "branding": {
        "asset_rights": "not_reviewed",
        "basis": "source_reported",
        "icon_url": null,
        "name": "AX1 Console",
        "tags": [
          "agents",
          "token",
          "verdict"
        ],
        "usage": {}
      },
      "country": null,
      "country_basis": "not_available",
      "disclosed_at": 1789191719.42,
      "domain": "www.ax1.vc",
      "identity_status": "source_disclosed_wallet",
      "run_id": "722ce2b98e2db519acc76e688bbc782d70864c7c67322efd2da09ff91bb2aecc",
      "service_id": "58d71767277b7e7ac95262f5bd4ac9b334e78803b525d1ea30193efed7ef8fe4",
      "source": "cdp-bazaar",
      "url": "https://www.ax1.vc/api/dashboard/q-verdict/resource"
    },
    {
      "branding": {
        "asset_rights": "not_reviewed",
        "basis": "source_reported",
        "icon_url": null,
        "name": "AX1 Console",
        "tags": [
          "agents",
          "token",
          "verdict"
        ],
        "usage": {}
      },
      "country": null,
      "country_basis": "not_available",
      "disclosed_at": 1789191719.42,
      "domain": "ax1-new.vercel.app",
      "identity_status": "source_disclosed_wallet",
      "run_id": "722ce2b98e2db519acc76e688bbc782d70864c7c67322efd2da09ff91bb2aecc",
      "service_id": "f307428079d99a15334bf8559df7e56e96308ecc35120e03b6a197ce9c13ca24",
      "source": "cdp-bazaar",
      "url": "https://ax1-new.vercel.app/api/dashboard/q-verdict/resource"
    }
  ],
  "event_key": "eip155:8453:0xed696bb1eb993d669042e7d715abf666f5c73fb7f6f285b8ebbdb7eb9bc6545b:2859",
  "log_index": 2859,
  "network": "eip155:8453",
  "observed_at": 1789263305,
  "purchase_verified": false,
  "recipient": "0x7284d41b5b852f2bd4c99bdf95043d84452d299c",
  "sender": "0x5ba053f4a76aa7a59f64a4a0be960019383c9019",
  "status": "ambiguous",
  "transaction_hash": "0xed696bb1eb993d669042e7d715abf666f5c73fb7f6f285b8ebbdb7eb9bc6545b"
}
eip155:84530x158e90…283d00
agents.chain.linkagents.chain.link · Source-reported identityDisclosed 2026-09-12 05:41 UTC
agents.chain.linkagents.chain.link · Source-reported identityDisclosed 2026-09-12 05:41 UTC
Shared payout wallet
Attribution evidence
{
  "amount_atomic": "10000",
  "asset": "0x833589fcd6edb6e08f4c7c32d4f71b54bda02913",
  "buyer_organization": null,
  "candidates": [
    {
      "branding": {
        "asset_rights": "not_reviewed",
        "basis": "source_reported",
        "icon_url": null,
        "name": null,
        "tags": [],
        "usage": {}
      },
      "country": null,
      "country_basis": "not_available",
      "disclosed_at": 1789191719.42,
      "domain": "agents.chain.link",
      "identity_status": "source_disclosed_wallet",
      "run_id": "722ce2b98e2db519acc76e688bbc782d70864c7c67322efd2da09ff91bb2aecc",
      "service_id": "f30101802b51330f6a5a423ee3c48c321db8c5de8e2a32a75284e64b55e16d98",
      "source": "cdp-bazaar",
      "url": "https://agents.chain.link/v1/operations/:operationId/submit"
    },
    {
      "branding": {
        "asset_rights": "not_reviewed",
        "basis": "source_reported",
        "icon_url": null,
        "name": null,
        "tags": [],
        "usage": {}
      },
      "country": null,
      "country_basis": "not_available",
      "disclosed_at": 1789191719.42,
      "domain": "agents.chain.link",
      "identity_status": "source_disclosed_wallet",
      "run_id": "722ce2b98e2db519acc76e688bbc782d70864c7c67322efd2da09ff91bb2aecc",
      "service_id": "f467f71f54133099cacfc56d51b2706c970e763d471d8b7083009286f156cedc",
      "source": "cdp-bazaar",
      "url": "https://agents.chain.link/v1/operations/:workflowName"
    }
  ],
  "event_key": "eip155:8453:0x959f2bd1593ca91f2d5eb271961396ebc9bbe5158c0000aaa9fe0e10d945529b:1136",
  "log_index": 1136,
  "network": "eip155:8453",
  "observed_at": 1789263299,
  "purchase_verified": false,
  "recipient": "0x158e90dd58fbe897ed8c244f472febee37283d00",
  "sender": "0xcfa370b01125f985ca1be78bfda9fd790b3da8dc",
  "status": "ambiguous",
  "transaction_hash": "0x959f2bd1593ca91f2d5eb271961396ebc9bbe5158c0000aaa9fe0e10d945529b"
}
eip155:84530x7284d4…2d299c
AX1 Consolewww.ax1.vc · Source-reported identityDisclosed 2026-09-12 05:41 UTC
AX1 Consoleax1-new.vercel.app · Source-reported identityDisclosed 2026-09-12 05:41 UTC
Shared payout wallet
Attribution evidence
{
  "amount_atomic": "20000",
  "asset": "0x833589fcd6edb6e08f4c7c32d4f71b54bda02913",
  "buyer_organization": null,
  "candidates": [
    {
      "branding": {
        "asset_rights": "not_reviewed",
        "basis": "source_reported",
        "icon_url": null,
        "name": "AX1 Console",
        "tags": [
          "agents",
          "token",
          "verdict"
        ],
        "usage": {}
      },
      "country": null,
      "country_basis": "not_available",
      "disclosed_at": 1789191719.42,
      "domain": "www.ax1.vc",
      "identity_status": "source_disclosed_wallet",
      "run_id": "722ce2b98e2db519acc76e688bbc782d70864c7c67322efd2da09ff91bb2aecc",
      "service_id": "58d71767277b7e7ac95262f5bd4ac9b334e78803b525d1ea30193efed7ef8fe4",
      "source": "cdp-bazaar",
      "url": "https://www.ax1.vc/api/dashboard/q-verdict/resource"
    },
    {
      "branding": {
        "asset_rights": "not_reviewed",
        "basis": "source_reported",
        "icon_url": null,
        "name": "AX1 Console",
        "tags": [
          "agents",
          "token",
          "verdict"
        ],
        "usage": {}
      },
      "country": null,
      "country_basis": "not_available",
      "disclosed_at": 1789191719.42,
      "domain": "ax1-new.vercel.app",
      "identity_status": "source_disclosed_wallet",
      "run_id": "722ce2b98e2db519acc76e688bbc782d70864c7c67322efd2da09ff91bb2aecc",
      "service_id": "f307428079d99a15334bf8559df7e56e96308ecc35120e03b6a197ce9c13ca24",
      "source": "cdp-bazaar",
      "url": "https://ax1-new.vercel.app/api/dashboard/q-verdict/resource"
    }
  ],
  "event_key": "eip155:8453:0x2272acd5af4ed7d2a72b2ca57930580983bd21cbfaa1c98406d01319eb3b706d:497",
  "log_index": 497,
  "network": "eip155:8453",
  "observed_at": 1789263273,
  "purchase_verified": false,
  "recipient": "0x7284d41b5b852f2bd4c99bdf95043d84452d299c",
  "sender": "0x5ba053f4a76aa7a59f64a4a0be960019383c9019",
  "status": "ambiguous",
  "transaction_hash": "0x2272acd5af4ed7d2a72b2ca57930580983bd21cbfaa1c98406d01319eb3b706d"
}
eip155:84530xf000ab…e994fcUnresolvedNo matching disclosure
Attribution evidence
{
  "amount_atomic": "200000",
  "asset": "0x833589fcd6edb6e08f4c7c32d4f71b54bda02913",
  "buyer_organization": null,
  "candidates": [],
  "event_key": "eip155:8453:0x3c86c3f769a5d672300807c3a240ffb00c5548e1499d4d791ad5990d32f83fe3:497",
  "log_index": 497,
  "network": "eip155:8453",
  "observed_at": 1789263263,
  "purchase_verified": false,
  "recipient": "0xf000ab8b02aa5c52b62bdb10bf63312317e994fc",
  "sender": "0x4855cd71f87bcd1d2c4dfad8b664e9ca659a272c",
  "status": "unresolved",
  "transaction_hash": "0x3c86c3f769a5d672300807c3a240ffb00c5548e1499d4d791ad5990d32f83fe3"
}
eip155:84530xf000ab…e994fcUnresolvedNo matching disclosure
Attribution evidence
{
  "amount_atomic": "100000",
  "asset": "0x833589fcd6edb6e08f4c7c32d4f71b54bda02913",
  "buyer_organization": null,
  "candidates": [],
  "event_key": "eip155:8453:0x7dae389627f38ad5e8da00a34460e3f64baea7ea2c82fb6b8f7c5ca9de4d0ff7:1973",
  "log_index": 1973,
  "network": "eip155:8453",
  "observed_at": 1789263261,
  "purchase_verified": false,
  "recipient": "0xf000ab8b02aa5c52b62bdb10bf63312317e994fc",
  "sender": "0x4e9964dcf2b8dba7a7c34d26f311a02b287b7b2f",
  "status": "unresolved",
  "transaction_hash": "0x7dae389627f38ad5e8da00a34460e3f64baea7ea2c82fb6b8f7c5ca9de4d0ff7"
}
Coverage, value and unknowns

Only EVM event identities are supported. Chain, transaction and transfer log index identify a payment leg. A wallet shared by multiple services keeps all candidates. Registry snapshots describe observed disclosures, not continuous ownership.

Buyer organizations, countries and delivery outcomes are unresolved in this public audit. Token values are grouped separately; USD revenue is not inferred. Logos remain neutral until asset-use rights are reviewed.

{
  "audit_population": 2000,
  "buyer_identity_coverage": 0,
  "country_coverage": 0,
  "counts": {
    "ambiguous": 1039,
    "unique_candidate": 2,
    "unresolved": 957,
    "unsupported_record": 2
  },
  "duplicate_records": 0,
  "keyed_events": 1998,
  "outcome_coverage": 0,
  "retained_records_in_range": 6400,
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THE EVIDENCE BASE

Collected. Dated. Traceable.

Use the API
14,512Source listings
33Source snapshots
27,889Recorded changes
1,221Endpoint observations

Latest snapshot: Sep 12, 2026, 05:41 UTC. Daily collection; gaps remain unknown.

1,250 observations · Differences between dated observations.

ostland.halowerk.comHALOWERK Eastern Land
https://ostland.halowerk.com/v1/hr-elevation
NetworkAdvertised amountBillingPayee
eip155:84530.001 USDC0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913Not specifiedexact0x2880EdfFF13100677Bf97A3CBdF3Bc34771C4E5E
Source and evidence
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ostland.halowerk.comHALOWERK Eastern Land
https://ostland.halowerk.com/v1/hu-soil-bulk-density
NetworkAdvertised amountBillingPayee
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Source and evidence
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ostland.halowerk.comHALOWERK Eastern Land
https://ostland.halowerk.com/v1/hu-elevation
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ostland.halowerk.comHALOWERK Eastern Land
https://ostland.halowerk.com/v1/ro-soil-texture
NetworkAdvertised amountBillingPayee
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ostland.halowerk.comHALOWERK Eastern Land
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ostland.halowerk.comHALOWERK Eastern Land
https://ostland.halowerk.com/v1/ro-cropland-share
NetworkAdvertised amountBillingPayee
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                "description": "WGS84 latitude inside the published European coverage.",
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                "minimum": 34,
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              },
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              "latitude"
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          },
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              "POST",
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              "PATCH"
            ],
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      },
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                "const": "preliminary_non_binding",
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                "minLength": 20,
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  "quality": "not_evaluated",
  "run_id": "722ce2b98e2db519acc76e688bbc782d70864c7c67322efd2da09ff91bb2aecc",
  "schema_fingerprint": "94bc61ce5bd75b774a6a524fcc0b0a8dedecf27cdd3ed2df35cd09fe3bc7446d",
  "service_id": "28ec3a1872c05387ed79d38350f744318269156d3a3a92e47b8e0318d7b66afc",
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  "source_updated_at": "2026-09-03T18:48:08.341Z",
  "url": "https://ostland.halowerk.com/v1/bg-elevation",
  "usage_rights": "not_reviewed"
}

Outcome evidence starts with your workflow.

Private intake is ready for task IDs, charges, retries, result fingerprints and your evaluation criteria. Public performance comparisons need measured results; we do not have that benchmark yet.

Discuss an outcome integration
Collection coverage

Discovery comes from configured registries. Endpoint checks record responses, not task success. Older snapshots retain less detail. Customer usage, commercial terms and task evaluations require additional evidence.

1,515 historical or current source records quarantined during normalization; they are excluded from public comparisons.

46 of 46 archive objects verified in Backblaze. Last verification: Sep 13, 2026, 01:13 UTC.

Collection status JSON