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The report records valid DNS, SPF and DMARC, no spam and no malware, then returns phishing true at 95. IPQS puts high risk at 85 and above, and that is the line most integrations copy into a signup gate.
The Engineer · Build desk

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Count the payload. The report lists thirteen fields, and three of them are verdicts: phishing, suspicious, and the score [4]. Ten are observations. Seven of the ten point away from risk: spam false, malware false, DNS valid, SPF enabled, DMARC enabled, parked false, hosted content false [13]. That matches what the owner says he configured [3]. The three fields left over are an empty category, a domain rank of 0, and risky TLD true [4]. Two of those three say only that the service holds no history for this name, which is the expected reading a couple of months after registration [1].
Nothing in the payload names the artifact behind phishing true. The author walks through indicators he would expect to see attached to that verdict, including a cloned login page, a credential collection form, a malicious redirect chain and a third-party blacklist match, and reports that the public result identifies none of them [12].
Then the doc language. IPQS describes the URL risk score as an estimate of confidence in malicious URL detection and marks 85 and above as high risk, likely poor reputation or malicious [5]. The 95 clears that line by ten points [14]. Confidence in a detection is not the same quantity as probability of maliciousness, and the author flags the gap himself: IPQS calls it a confidence score and keeps the formula proprietary [11].
The integration detail is what makes this more than one person's grievance. IPQS publishes examples that flag a URL when phishing is true, when malware is true, or when the score is above 85 [7], and it positions domain reputation for screening during signups, transactions and email submissions [8]. A vendor threshold living in vendor sample code is the threshold most integrations keep.
Treat the 95 the way you would treat someone else's benchmark table. For it to transfer into your gate, the composite has to be reconstructible from fields you can show the rejected user, because eventually someone will ask. The correction loop has to close inside your onboarding window; here, roughly a month produced no explanation, no evidence, no verification request and no ticket update, with the status unchanged as of August 29, 2026 [10]. And the share of your legitimate signups arriving on young names has to be small enough that you can afford to lose them.
Practically, split the payload. The observation fields are measurements of the domain. The composite folds in priors you cannot inspect [11]. Block on measurements, route a high composite to a review queue with a published turnaround, and keep the score out of any path that returns a hard rejection. That is a larger change than editing a threshold constant, because the gate now needs a human on the other end of it.
The ten-year registration term, incidentally, is the one thing the buyer paid for that the report has no field for [15].
IPQS does not appear in the post in its own words [10], and one self-reported case gives you no false positive rate. What it gives you is a pattern to check against your own logs: every observation field clean, and a number ten points past the vendor's documented high-risk line. If you cannot say which field moved that number, the rejection page carries your logo and someone else's prior.
Ranked by verification strength, evidence, and original report placement.
IPQualityScore documentation describes its URL risk score as an estimate of confidence in malicious URL detection, and says scores of 85 or higher represent high risk and that such domains are likely to have a poor reputation or be malicious.
IPQS's phishing field indicates that a URL is associated with malicious phishing behavior.
IPQS provides examples showing how customers can flag a URL when phishing is true, malware is true, or the risk score is above 85.
IPQS says organizations can use its domain reputation products to screen domains during signups, transactions and email submissions.
IPQualityScore sells reputation and fraud-risk data that businesses use to block users, reject signups, review transactions, investigate security alerts, and decide whether a domain, email address, IP address, phone number or device should be trusted.
The author notes that a score of 95 does not necessarily mean a mathematically valid 95 percent probability that a domain is malicious, that IPQS calls it a confidence score, and that its internal formula is proprietary.
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Evidence-backed comparisons of source perspectives and observed adoption signals. Read the methodology
Which Builder, Operator, and Investor concerns the observed source mix emphasized—not a truth score.
Evidence, demonstrated adoption, hype gap, incentives, and confidence are assessed independently, each on its own current evidence. How these are measured.
Documented threshold, undocumented incident
Two halves of very different quality sit in one post. Everything about how IPQS says its own product works — the 85 high-risk band, the phishing field definition, the flag-on-true examples, the signup screening copy — is footnoted to vendor material a reader can go read. Everything about what happened to this particular domain is one person's transcription of one lookup, for a domain he never names, with no screenshot, no query timestamp and no ticket reference. The most quotable line in the story, phishing true at 95 with no malware and no hosted content, is precisely the part nobody can check.
No downstream decision observed
We can measure how the vendor tells customers to use the signal, but not once does this reporting show that signal being used. There is no rejected signup, no bounced message, no blocked transaction, no named integration — only vendor documentation describing what customers can do, and one lookup the author ran on himself. The dek's assertion that 85 is 'the line most integrations copy into a signup gate' is exactly the kind of claim that would need adoption evidence, and none is supplied.
One lookup, generalised to every signup gate
The specific contradiction is real and well framed; the reach around it outruns the evidence. A single scan on a single unnamed domain becomes 'suspicion as a service' with an accountability failure attached, and a threshold documented for customers becomes the line most integrations supposedly copy into production. The ten-year registration works as narrative proof of good faith while appearing nowhere in the report being criticised. Credit where it belongs, though: the author explicitly refuses to read 95 as a 95 percent probability, which is the overstatement this genre usually commits.
The complainant writes; the vendor is silent
This is an aggrieved party's account, published a month after his correction request went unanswered, on a platform with no editorial layer between him and publication. That is not disqualifying — the person harmed is usually the person who notices — but it is the whole authorial motive, and it is openly on the page. The counter-incentive is missing entirely: IPQS sells the verdict, has commercial reasons to defend its scoring, and was never asked to. Any detail that would have let a reader test the story against the vendor's records, starting with the domain name, is withheld.
Single voice, half of it checkable
Our confidence splits along the same seam as the evidence. That IPQS documents 85 as high risk, defines its phishing field as malicious association, and encourages flagging on those conditions: firm, and it survives even if the incident is wrong in every particular. That a properly configured two-month-old domain scored 95 with no artifact behind it, and that the vendor ignored a correction request: plausible, uncorroborated, and dependent on one person's account with the identifying detail removed.