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ScamEncyclopedia

Open Data & API

ScamEncyclopedia open data is a set of downloadable datasets — regulator warning lists, the scam taxonomy, cited fraud statistics and threat-feed aggregates — published as CSV and JSON with licences and citation guidance.

11,118 rows in regulator warning lists — flagged & unauthorised firms · 1,037 rows in scam taxonomy · 520 rows in scam & fraud statistics · 5 rows in threat-feed aggregates. Last data refresh 22 September 2026.

Last reviewed: 22 September 2026

Read this before using the data. Regulator warning rows are the regulators’ own listings — not an independent allegation by ScamEncyclopedia. Impersonation rows name the GENUINE firm whose identity was cloned; the genuine firm is the victim, not the subject of the warning. And absence from these lists is not a clean bill of health — most fraud goes unreported to any regulator.

Regulator warning lists — flagged & unauthorised firms

Every firm and website named on the regulator warning lists ScamEncyclopedia tracks, with the issuing regulator, source URL and framing (unauthorised, impersonation, or fictitious regulator).

Rows
11,118
Size
7.7 MB
Last updated
21 September 2026
Licence
CC-BY-NC 4.0 (OpenSanctions-structured rows; attribution required)
Attribution
Rows structured via OpenSanctions (opensanctions.org) from official regulator warning lists; attribution to ScamEncyclopedia, OpenSanctions and the issuing regulator is required.
Coverage
2026-07-01/..
ColumnDescription
nameFirm/entity name, verbatim from the regulator.
aliasTop alias for this entry, if the regulator listed one.
categoryThe regulator's own stated reason/category for the listing.
framingimpersonation | fictitious-regulator | unauthorised — see the /data hub warning above before treating a row as an allegation against the named entity.
countryISO country code(s) from the listing, if any.
regulator_keyInternal key for the issuing regulator (joins to the regulators list).
regulatorDisplay name of the issuing regulator.
jurisdictionCountry/jurisdiction of the issuing regulator.
regulator_source_urlThe regulator's own published warning list page.
methodHow the row was collected (opensanctions-csv | official-json | official-html).
licenseLicence of the structured row (e.g. CC-BY-NC 4.0).
firm_slugScamEncyclopedia firm-page slug, blank when no page was generated.
firm_page_urlScamEncyclopedia firm page for this entry, blank when firm_slug is blank.
snapshot_dateDate this regulator-warnings snapshot was generated.

How to cite

ScamEncyclopedia (2026). Regulator warning lists — flagged & unauthorised firms [Data set], snapshot 2026-09-21. https://scamencyclopedia.org/data/regulator-warnings.csv. Licence CC-BY-NC 4.0 (OpenSanctions-structured rows; attribution required).

@misc{scamencyclopedia_regulator_warnings_20260921,
  title = {Regulator warning lists — flagged & unauthorised firms},
  author = {{ScamEncyclopedia}},
  year = {2026},
  note = {Snapshot 2026-09-21},
  url = {https://scamencyclopedia.org/data/regulator-warnings.csv},
  license = {CC-BY-NC 4.0 (OpenSanctions-structured rows; attribution required)}
}

Scam taxonomy

The full scam knowledge graph: categories, scam sub-types, and cross-cutting dimensions (channel, victim profile, payment method, red flag, response step, reporting agency, country, platform).

Rows
1,037
Size
254 KB
Last updated
6 August 2026
Licence
CC-BY 4.0
Attribution
ScamEncyclopedia (scamencyclopedia.org/data).
Coverage
2026/..
ColumnDescription
node_slugUnique slug for this taxonomy node.
parent_slugSlug of the parent node, blank at the root.
node_typescam_type | sub_type | channel | victim_profile | payment_method | red_flag | response_step | reporting_agency | country | platform.
labelHuman-readable label.
descriptionShort description, blank for nodes that don't carry one.
scam_slugRelated scam-type slug (sub_type nodes only).
category_slugRelated scam category slug (scam_type and sub_type nodes).
risk_levellow | medium | high | critical (sub_type nodes only).
urlScamEncyclopedia page for this node, where one exists.
last_reviewedISO date the underlying scam-type page was last reviewed.
sort_orderDisplay order within the node's siblings.

How to cite

ScamEncyclopedia (2026). Scam taxonomy [Data set], snapshot 2026-08-06. https://scamencyclopedia.org/data/scam-taxonomy.csv. Licence CC-BY 4.0.

@misc{scamencyclopedia_scam_taxonomy_20260806,
  title = {Scam taxonomy},
  author = {{ScamEncyclopedia}},
  year = {2026},
  note = {Snapshot 2026-08-06},
  url = {https://scamencyclopedia.org/data/scam-taxonomy.csv},
  license = {CC-BY 4.0}
}

Scam & fraud statistics

Every cited statistic ScamEncyclopedia publishes across its global, country and scam-type statistics pages, one row per figure, each tied to a named official source and year.

Rows
520
Size
210 KB
Last updated
1 August 2026
Licence
CC-BY 4.0
Attribution
ScamEncyclopedia (scamencyclopedia.org/data); each row also cites its own named official source.
Coverage
2020/2025
ColumnDescription
page_slugStatistics page slug.
page_titleStatistics page title.
scopeglobal | country | scam-type.
labelWhat the figure measures.
valueThe figure, as published (may include units/context).
sourceNamed official source, e.g. an agency report.
source_urlLink to the source, blank if unavailable.
yearYear(s) the figure covers.
page_urlScamEncyclopedia statistics page this figure appears on.
last_reviewedISO date the statistics page was last reviewed.

How to cite

ScamEncyclopedia (2026). Scam & fraud statistics [Data set], snapshot 2026-08-01. https://scamencyclopedia.org/data/scam-statistics.csv. Licence CC-BY 4.0.

@misc{scamencyclopedia_scam_statistics_20260801,
  title = {Scam & fraud statistics},
  author = {{ScamEncyclopedia}},
  year = {2026},
  note = {Snapshot 2026-08-01},
  url = {https://scamencyclopedia.org/data/scam-statistics.csv},
  license = {CC-BY 4.0}
}

Threat-feed aggregates

Live aggregate counts from public, licence-permissive threat databases (malicious URLs, crypto-phishing domains, flagged domains, tracked data breaches) — counts and attributions only, no blocklist contents republished.

Rows
5
Size
2 KB
Last updated
22 September 2026
Licence
CC-BY 4.0 for this compilation; each source row keeps its own licence/attribution
Attribution
ScamEncyclopedia (scamencyclopedia.org/data). Each source row carries its own licence/attribution string which must be preserved.
Coverage
2026-09-22/2026-09-22

How to cite

ScamEncyclopedia (2026). Threat-feed aggregates [Data set], snapshot 2026-09-22. https://scamencyclopedia.org/data/threat-aggregates.json. Licence CC-BY 4.0 for this compilation; each source row keeps its own licence/attribution.

@misc{scamencyclopedia_threat_aggregates_20260922,
  title = {Threat-feed aggregates},
  author = {{ScamEncyclopedia}},
  year = {2026},
  note = {Snapshot 2026-09-22},
  url = {https://scamencyclopedia.org/data/threat-aggregates.json},
  license = {CC-BY 4.0 for this compilation; each source row keeps its own licence/attribution}
}

Free firm-check API

GET /api/v1/firm-check?q=<name> checks a firm or website name against every regulator warning list ScamEncyclopedia tracks. q must be 3–120 characters; results are capped at 20 matches. CORS is open (*) and the endpoint is rate-limited to 60 requests per minute per IP. Response shape:

{
  "query": "...",
  "snapshotDate": "...",
  "total": 0,
  "matches": [
    {
      "name": "...",
      "slug": "...",
      "url": "...",
      "aliases": [],
      "framing": "impersonation | fictitious-regulator | unauthorised",
      "framingNote": "...",
      "citations": []
    }
  ],
  "message": "optional",
  "disclaimer": "...",
  "license": "...",
  "attribution": "...",
  "docs": "https://scamencyclopedia.org/data#api"
}
curl "https://scamencyclopedia.org/api/v1/firm-check?q=acme+capital"

A “no match” result is not a clean bill of health — show it to users as “not on the lists we track”, never as “verified safe”. For a human interface, see the firm-check tool and its embeddable widget.

Machine-readable feeds

Licence, attribution & corrections

Each dataset above carries its own licence — CC-BY-NC 4.0 for regulator-warnings (via OpenSanctions), CC-BY 4.0 for the taxonomy, statistics and threat-aggregates compilations. Copy this attribution line when you reuse the data: “Data: ScamEncyclopedia (scamencyclopedia.org/data); regulator rows via OpenSanctions (CC-BY-NC 4.0) from official regulator lists.”

A firm that believes it is wrongly listed should contact the issuing regulator directly — ScamEncyclopedia republishes the regulator’s own listing and cannot remove or amend it. To report a data error on this site, email [email protected].

A GitHub mirror (mirror: github.com/bryanflowers/scamencyclopedia-data) and registry records (DOI) for these datasets are being prepared.