Is 4dlabs-alpha.web.app safe? TrustSniffer's moderate-trust assessment: 65/100

4dlabs-alpha.web.app
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Verdict

Most signals looked ordinary, and some evidence was missing. Read the checks below before you pay or hand over personal details.

65 OUT OF 100
Moderate Trust

4dlabs-alpha.web.app is moderately trusted.

Governance Risk Dynamic Interaction Caution

Assessed 2026-10-19 by automated analysis. Classification confidence 55%.

What this site appears to be4Dlabs landing page describing a data capture-to-marketplace pipeline, contributor rewards (OAT token/alpha badge), products (Ego Suite, phone app), and B2B licensing. Includes wallet verification and badge claim CTAs.

Evidence status and limitations

Evidence completeness: Not recorded

  • The real-world operator identity was not independently verified.
  • Module-level completeness metadata is unavailable for this legacy report.

At a glance

The checks that decide most of this verdict.

Malware enginesNone flagged itVirusTotalClear
Google Safe BrowsingNot listedGoogleClear
Abuse reports on the host4% confidenceAbuseIPDB, 4 reports; shared hosting inflates reportsClear
Domain ageNot availableNo registration record was returnedNoted
Web archiveNever archivedNo public history of this siteWatch
CertificateEncrypted connectionIssued by WR4Noted

The page as captured

https://4dlabs-alpha.web.app/
Screenshot of the 4dlabs-alpha.web.app homepage captured during the TrustSniffer assessment
What 4dlabs-alpha.web.app served when TrustSniffer captured it on 2026-10-19. The page may look different now.

Key findings

  • Automated classification: Governance Risk.
  • VirusTotal and Google Safe Browsing had no flags for this domain; its hosting IP carries AbuseIPDB reports below the confidence level TrustSniffer treats as a flag.

Full analysis

Overview

4Dlabs Alpha Badge Claim is a marketing website presenting a data-capture-to-marketplace pipeline, contributor rewards, robotics-oriented data products, and business licensing services, with an apparent token-enabled model built around the OAT on-chain achievement token and related ecosystem access.

Scam/Impersonation Risk

No contradictions were observed: there were no confirmed blacklist, phishing, impersonation, or conflicting-identity findings. The homepage nevertheless presents a crypto-related interaction surface, including wallet verification and a claim for one OAT Alpha Badge, with the badge described as a pathway to potential future airdrop or allocation opportunities; this creates moderate sensitivity around wallet permissions, token expectations, and the separation between promotional claims and enforceable rights. Observed testing found no login form, hidden form, wallet-drainer activity, clipboard hijacking, or completed wallet connection. One external reputation classification was suspicious but unconfirmed, while four abuse reports applied to shared CDN infrastructure rather than being specifically attributed to the website.

Evidence
  • The homepage, titled “4Dlabs Alpha Badge Claim,” advertises “Claim 1 OAT Alpha Badge,” wallet verification, and a campaign of around 20,000 slots.
  • The homepage describes OAT as an “On-chain Achievement Token / Alpha Badge” and links the claim to possible future airdrop and allocation pathways.
  • Behavioral testing recorded 0 wallet-connect runs, 0 wallet-sensitive runs, 0 wallet-drainer runs, 0 clipboard-hijack runs, and 0 hidden forms.
  • External reputation data recorded 1 suspicious classification and 0 malicious classifications; four abuse reports were associated with a shared content-delivery-network IP.

Regulatory Verification Notes

The available evidence is consistent with an identifiable but not independently verified project. The site presents data licensing, API access, token incentives, and contributor participation, but the supplied page evidence does not show a claimed license authority or registration number; this is a transparency and verification gap rather than evidence of impersonation. The operator should therefore be treated as apparent rather than proven for regulatory or contractual purposes. No matching broker-reputation record was identified, although that absence is contextual and is not a licensing determination.

Evidence
  • The homepage identifies the project as 4Dlabs and links to a Whitepaper and Docs area, but the supplied content does not display a license authority or registration number.
  • The homepage describes a capture, processing, training, and distribution pipeline involving licensed models and API access.
  • The available broker-context check returned no match for the presented project.

What to Verify Next

Before sensitive or high-value engagement, confirm the operating legal entity, applicable data-marketplace or token-related obligations, and any required licensing directly through the relevant official registry. Review the Whitepaper and Docs for token rights, data ownership, privacy, allocation conditions, and withdrawal or dispute provisions. Independently confirm that the project’s published social and support channels are official, and inspect every wallet transaction request for its exact permissions and destination before approval.

Evidence
  • The homepage provides direct navigation to the Whitepaper and Docs, which are the relevant sources for contractual and token-mechanic review.
  • The homepage links to social channels on Twitter, Telegram, and Discord, providing channels whose official status can be independently corroborated.
  • The site’s stated model combines contributor participation, on-chain rights registration, and business data/API licensing, making legal-entity and rights verification directly relevant.

Summary Verdict

The website has a moderate trust posture with no observed scam or impersonation contradiction. Its substantive product presentation and functioning technical surface support apparent legitimacy, but the project’s token-enabled model and unverified real-world operator identity prevent a stronger conclusion.

Infrastructure Integrity

The site is protected by Fastly CDN/WAF infrastructure, and observed addresses were CDN edge servers rather than a directly exposed origin. This provides a meaningful exposure-mitigation layer, but it is an infrastructure control and does not independently establish the operator’s legitimacy.

Evidence
  • Served from AS54113 (FASTLY - Fastly, Inc., US), with observed edge IP 199.36.158.100.
  • TLS certificate issued by WR4, domain-validated (DV), valid to 2026-12-22 17:59:57 UTC.
  • Infrastructure resolution identified Fastly CDN/WAF protection with 2 edge IPs and 0 likely origin IPs.

Closing Assessment

The appropriate posture is ordinary engagement only after independent confirmation of the operator, applicable obligations, published terms, and the precise permissions associated with any wallet or payment action.

Written analysis generated 2026-10-19 by the TrustSniffer Analysis Engine from the evidence in this report.

What the analysis found

3 findings contributed to this verdict, raised by governance, behaviour in a sandbox, page content.

01 Governance

  • What the site offers, as described on its own pages, limits how high the score can go until more of it can be verified.Governance rule:gov_business_model_cap

02 Behaviour in a sandbox

  • Most of what the page loaded came from other domains rather than from this one.Behaviour in a sandbox rule:BEHAV_EXTERNAL_RATIO_HIGH
  • The page produced an unusually high number of errors while it ran.Behaviour in a sandbox rule:BEHAV_CONSOLE_ERRORS_HIGH
  • The review of the page network activity found requests that look out of place.Behaviour in a sandbox rule:BEHAV_GPT_SUSPICIOUS_NETWORK

03 Page content

  • The page has no description for search engines, which established sites usually provide.Page content rule:PAGE_SEO_MISSING_META
  • The page carries none of the structured previews for search and social sharing that established sites usually provide.Page content rule:PAGE_SEO_NO_STRUCTURED

Signals weighed against the site

  • AbuseIPDB: 4 reports on hosting IP 2620:0:890::100 (Google LLC, Content Delivery Network), 4% confidence. The reports are attributed to shared infrastructure, not specifically to this website.

Identity verification

StatusLIKELY
Identity score73/100
Identity verification confidence74%
  • Trusted social count=1

Identity verification measures whether the site can be independently connected to a real-world brand or person. It is separate from the classification confidence.

What TrustSniffer observed

First-party facts recorded during the assessment of 4dlabs-alpha.web.app.

  • The request stayed on 4dlabs-alpha.web.app. It was not redirected to another domain. Clear
  • It is hosted on FASTLY, from a server in US. Noted

Domain intelligence

RegistrarNot available
HostingFASTLY - Fastly, Inc., US
CountryUS
Server IP2620:0:890::100
Name serversNot available
CDN / edge networkDetected (fastly)
Resolved IP addresses2
Edge IP addresses2
Likely origin IP addresses0
SSL issuerWR4
SSL expiry2026-12-22
Domain ageNot available (no registration date was returned)
Domain expiryNot available
Archive first seenNot available
Archive snapshots0
ReputationVirusTotal: 0 flagged | AbuseIPDB: 4% confidence, 4 reports | Google Safe Browsing: 0 matches

About this assessment

A trust score summarises the evidence TrustSniffer could collect about 4dlabs-alpha.web.app at assessment time. It is a starting point for your own judgement, not a guarantee: a high score means the signals were consistent with a legitimately operated site, a low or critical score means several risk patterns were present.

TrustSniffer assesses a website from the evidence it can collect at a point in time: domain registration and age, hosting and certificate, the content the site served, and third-party reputation feeds. A score is a summary of that evidence, not a guarantee and not a legal finding. There is no human rating and no user review in it. A site can change after it is assessed.

Common questions about 4dlabs-alpha.web.app

Is 4dlabs-alpha.web.app legit?

TrustSniffer found no scam indicators on 4dlabs-alpha.web.app, and not enough positive evidence for a high-trust result either. It scored 65 out of 100 on 2026-10-19.

Is 4dlabs-alpha.web.app safe to use?

Most signals looked ordinary, and some evidence was missing. Read the checks below before you pay or hand over personal details.

What is the trust score of 4dlabs-alpha.web.app?

4dlabs-alpha.web.app scored 65 out of 100 on 2026-10-19, which places it in the moderate-trust band. The score is built from the domain's age and registration history, its hosting and certificate, the content of the site itself, and third-party reputation data. There is no human rating and no user review in it.

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By AminRez, Founder & Lead Security Researcher, TrustSniffer
Produced by the TrustSniffer Analysis Engine · assessed 2026-10-19 · how we assess · report a mistake