Observed Signal · Aug 29, 2026 · Product / Service Issue · Source: DEV Community · Impact: 3/5 · Sentiment: Negative
Domain Reputation & Fraud Detection Market: IPQS Flags New .me Domain as Phishing (Score 95)
An author reports that IPQualityScore (IPQS) labeled a newly registered personal .me domain as "phishing" with a 95/100 risk score despite the domain having valid DNS, SPF, DMARC, no malware, no spam, no hosted content, and no traffic rank. The author submitted a correction request roughly a month earlier and received no substantive response as of 2026-08-29. The piece criticizes IPQS for opaque scoring (including a "risky_tld" flag and a displayed Cloudflare IP), the lack of evidence or explanation behind high-risk labels, and an unresponsive appeals process. The article warns that false positives from reputation/fraud-data vendors can disrupt customer onboarding, security workflows, and automated blocking decisions, and outlines recommended accountability and transparency changes for IPQS.
A data-provider accuracy and transparency issue that can affect automated onboarding, fraud decisions, security workflows, and downstream customer experience across businesses using reputation/fraud feeds.
Key Takeaways & Evidence Grounding
- IPQualityScore (IPQS) classified a newly registered .me domain as phishing with a risk score of 95.
- The domain had valid DNS, SPF enabled, DMARC enabled, no detected malware, no detected spam, no hosted content, and no traffic rank.
- The author submitted a correction request and reported receiving no explanation, evidence, ticket update, or human response as of 2026-08-29.
- IPQS markets domain and URL reputation, IP reputation, proxy/VPN detection, email validation, device fingerprinting, and related fraud-risk products and integrations.
- The IPQS report displayed flags such as "risky_tld: true" and a Cloudflare IP address and provided no detailed evidence explaining the phishing classification.
Connected Companies & Entities
8 Entities mappedTrustpilot
Public reviews platform with SaaS tools for business reputation management.
“Reviews and online discussions include complaints from people who say IPQualityScore classified legitimate websites or residential IP addres...”
Social platform monetised through community advertising and data licensing.
“Reviews and online discussions include complaints from people who say IPQualityScore classified legitimate websites or residential IP addres...”
Toluna
Consumer insights platform with global panels, analytics and research services.
“IPQualityScore publicly displays well-known company logos and publishes customer stories and case studies involving multiple businesses....”
CrowdStrike
Enterprise cybersecurity SaaS platform with managed security services.
“IPQS promotes integrations with security platforms, fraud tools, threat-intelligence systems, and investigation products....”
G2
B2B software marketplace monetising reviews, intent data and vendor promotion.
“IPQualityScore also receives positive reviews on business software platforms....”
Bolt
Checkout, identity and payments software for ecommerce merchants.
“IPQualityScore publicly displays well-known company logos and publishes customer stories and case studies involving multiple businesses....”
IPQS
Fraud detection and identity risk scoring APIs for online platforms.
Cloudflare
Cloud platform for security, performance, and edge application delivery.
“The report also displayed a Cloudflare IP address....”
Ontology Mapping & Concepts
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