NewsGuard¶

PaidProfessional

Vendor: newsguardtech.com | Type: Non-detector | Cost: Paid

TL;DR

A paid news-domain reliability rating service covering 35,000+ sources across 16 languages including Indonesian, Tagalog, and Thai. Identifies AI Content Farms (3,006 such sites identified to date) and tracks Misinformation Fingerprints. The toolkit's paid alternative at 1B.5 for outlet-level reliability.

What it does¶

NewsGuard rates news domains on a 0-100 reliability scale through a human-AI hybrid assessment process: trained analysts evaluate sites against published criteria (does the site correct errors, name authors, disclose ownership, gather and present information responsibly, and so on); the scores update as outlet practices change. The browser extension surfaces the score on each domain a user visits; the API serves the same data to organisational integrations.

NewsGuard's secondary product line is the AI Content Farm identification; the company has identified 3,006 AI Content Farm websites to date and tracks them across 16 languages including Indonesian, Tagalog, and Thai. This is an operationally useful signal class for IPMR audiences: an outlet flagged as an AI Content Farm publishes synthetically generated content at scale, which reframes the verification task from "is this article AI-generated?" to "is this outlet a known synthetic-content publisher?": a non-detector source-history signal.

When to use it¶

A claim has surfaced through an outlet you do not recognise; you want a fast outlet-level reliability score before reading the article in detail.
An institutional case is investigating a coordinated synthetic-content network; NewsGuard's AI Content Farm identification is operationally adjacent to behaviour-pillar work at 1C.1.
A workshop demonstrates the difference between claim-level fact-check (Google Fact Check Explorer) and outlet-level reliability (NewsGuard); the two together cover the two main source-history signal classes at 1B.5.
A regional case in Indonesia, the Philippines, or Thailand where NewsGuard's documented language coverage actually applies; for Sri Lanka and Lao the coverage gap is structural.

Limitations¶

Limitations

Sinhala and Lao are not covered; the 16-language coverage excludes both, which makes NewsGuard structurally inapplicable for outlet-level reliability work in Sri Lanka (Sinhala outlets) and Lao (no Lao-language outlets indexed).
Subscription cost: the paid tier is the operational constraint for many SEA newsrooms.
Reliability scoring is based on outlet practices, not on individual claim verdicts; a generally-reliable outlet can publish unreliable claims and a generally-unreliable outlet can publish accurate claims. Treat NewsGuard's score as one input, not as a substitute for claim-level fact-checking.
The AI Content Farm identification has its own coverage uncertainty; novel content farms in low-resource languages may not be identified at the speed they appear.

Privacy and threat model¶

NewsGuard is a paid web service; no source content is uploaded — the tool surfaces ratings on URLs and domains rather than processing user-supplied content. Privacy concerns reduce to the URL-query metadata that NewsGuard records as part of normal service operation; treat URL queries with the same operational discipline as any other paid third-party query.

Country and platform applicability¶

Indonesia: Indonesian language coverage in the 16-language set; AI Content Farm identification covers Indonesian-language farms.
Laos: NOT covered; Lao is not in the 16-language set. Honest-gap policy applies; route to Lao verification through diaspora and regional partner outreach.
Malaysia: Malay coverage is not specifically documented in NewsGuard's 16-language list (which names Indonesian, Tagalog, Thai); verify directly before relying on NewsGuard for Malaysian outlets.
Philippines: Tagalog language coverage; AI Content Farm identification covers Tagalog-language farms.
Sri Lanka: NOT covered for Sinhala or Tamil; both are excluded from the 16-language set. Sri Lankan verification must rely on the local fact-check ecosystem (Hashtag, Watchdog, FactCheck.lk, FactSeeker, Fact Crescendo SL) plus Google Fact Check Explorer rather than NewsGuard for outlet-level reliability work .
Thailand: Thai language coverage; AI Content Farm identification covers Thai-language farms.

The toolkit names the Sinhala-and-Lao gap explicitly rather than implying partial coverage. The cell-level honest-gap is sinhala-lao-no-newsguard-coverage.

Platform applicability: works across web-published news outlets regardless of platform; does not cover social-media accounts as such.

How to access¶

The browser extension installs from the Chrome Web Store and other add-on stores at approximately $5/month . The web interface is at newsguardtech.com; enterprise licensing is available. NewsGuard offers free access to libraries and schools. Microsoft licenses NewsGuard for Bing.

Cost (current as of 2026-05)¶

Paid: approximately $5/month for the browser extension; enterprise licensing scales with seat count and integration scope. Free for libraries and schools. Verify directly before any institutional commitment as vendor pricing may have shifted.

Quickstart¶

Subscribe at newsguardtech.com and install the browser extension.
Visit a news outlet URL; the extension surfaces the NewsGuard reliability score (0-100) and the criteria breakdown.
For AI Content Farm investigation, query the AI Content Farm tracker directly through the NewsGuard interface; outlets identified as content farms carry the explicit flag.
Pair the outlet-level score with claim-level fact-check via Google Fact Check Explorer.
For Sri Lanka or Lao casework, do NOT route through NewsGuard for outlet-level reliability; route through local fact-check infrastructure or the AI Disinfo Hub (AI Disinfo Hub (EU DisinfoLab)) instead.
Document the score and date in the case file; reliability scores change as outlet practices change, so a dated record matters for institutional chain-of-custody.

In the toolkit's workflow¶

Source-history pillar non-detector tool per Architectural Anchor 1. Sits as alternative at 1B.5 news-reliability scoring; pairs with Google Fact Check Explorer (claim-level) for the two-source-history-signal pattern at 1B.5.

Standard combinations:

With Google Fact Check Explorer at 1B.5 – Explorer covers claim-level fact-checking; NewsGuard covers outlet-level reliability. The two together address the two main source-history signal classes at this cell.
With AI Disinfo Hub at 1B.5 as the institutional knowledge layer for context.
With CIB Mango Tree at 1C.1 when an outlet flagged as an AI Content Farm needs CIB analysis on its distribution network.
With Sinar Project iMAP at 2C.1 for Malaysia-specific network-level monitoring on outlets NewsGuard flags.

This card produces a non-detector signal: outlet reliability and AI Content Farm flags are source-history signals that do not depend on probability scoring. Per Anchor 2 a NewsGuard score combined with a detector verdict on a specific article is two signal classes (non-detector + detector).

Decision-tree references: T5 escalation – NewsGuard supports the source-history layer at T5.13 (contextual OSINT) and the outlet-reliability read that feeds T5.16 (defensible conclusion); 1B.5 routes through NewsGuard for in-coverage languages and through local infrastructure for Sinhala and Lao.

Override notes¶

Override notes

Sinhala-and-Lao coverage gap (b2-partial-pass-no-Sinhala-Lao): the Limitations admonition and the Country and platform applicability section name the gap verbatim. The card enters with the explicit "validate before regional use for languages outside the 16-language set" framing.
Paid tier (d1-score-3-paid): the paid subscription is the operational constraint; D1 scores 3 (low-cost paid) on the individual extension tier; enterprise scoring is higher. Free access for libraries and schools is documented; SEA newsrooms should verify whether they qualify before assuming the browser-extension price applies.

Sources¶

NewsGuard. NewsGuard — news reliability ratings and AI Tracking Center. NewsGuard Technologies, 2024. newsguardtech.com.
NewsGuard. AI Tracking Center — tracking AI-enabled misinformation sites. NewsGuard, 2024. newsguardtech.com/ai-tracking-center/. (3,006 AI Content Farm websites identified — cited in card)