---
title: "Is 4dlabs-alpha.web.app Safe? Trust Score 65/100"
source: TrustSniffer
type: Website trust & fraud report
subject: "4dlabs-alpha.web.app"
verdict: "Moderate Trust"
title: "Is 4dlabs-alpha.web.app Safe? Trust Review, 65/100"
trust_score: 65
classification_confidence: 55
canonical_url: https://trustsniffer.com/report/4dlabs-alpha.web.app
assessed: 2026-10-19
---

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

## Verdict


**Verdict: Moderate Trust, trust score 65/100.** 4dlabs-alpha.web.app is moderately trusted.

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

Labels: Governance Risk, Dynamic Interaction Caution

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

| Field | Value |
| --- | --- |
| What this site appears to be | 4Dlabs 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.

| Check | Result | Status |
| --- | --- | --- |
| Malware engines | None flagged it (VirusTotal) | Clear |
| Google Safe Browsing | Not listed (Google) | Clear |
| Abuse reports on the host | 4% confidence (AbuseIPDB, 4 reports; shared hosting inflates reports) | Clear |
| Domain age | Not available (No registration record was returned) | Noted |
| Web archive | Never archived (No public history of this site) | Watch |
| Certificate | Encrypted connection (Issued by WR4) | Noted |

## The page as captured


![Screenshot of the 4dlabs-alpha.web.app homepage captured during the TrustSniffer assessment](https://trustsniffer.com/outputs/4dlabs-alpha.web.app/screenshots/first.png)

_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


| Field | Value |
| --- | --- |
| Status | LIKELY |
| Identity score | 73/100 |
| Identity verification confidence | 74% |

- 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


| Field | Value |
| --- | --- |
| Registrar | Not available |
| Hosting | FASTLY - Fastly, Inc., US |
| Country | US |
| Server IP | 2620:0:890::100 |
| Name servers | Not available |
| CDN / edge network | Detected (fastly) |
| Resolved IP addresses | 2 |
| Edge IP addresses | 2 |
| Likely origin IP addresses | 0 |
| SSL issuer | WR4 |
| SSL expiry | 2026-12-22 |
| Domain age | Not available (no registration date was returned) |
| Domain expiry | Not available |
| Archive first seen | Not available |
| Archive snapshots | 0 |
| Reputation | VirusTotal: 0 flagged \| AbuseIPDB: 4% confidence, 4 reports \| Google Safe Browsing: 0 matches |

## About this assessment


**Was this report useful?** Tell other people what you think of TrustSniffer, good or bad. An honest review helps others decide whether to rely on these checks. [Review TrustSniffer on Trustpilot](https://www.trustpilot.com/review/trustsniffer.com)

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.

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- [Every website and wallet TrustSniffer has assessed](https://trustsniffer.com/directory), the full risk directory
- [Other domains assessed as legitimate](https://trustsniffer.com/directory/verified-legit), same verdict band
- [Check another website](https://trustsniffer.com/web-intelligence), run a new assessment
- [Check a crypto wallet address](https://trustsniffer.com/on-chain-risk), on-chain screening
- [The TrustSniffer Risk Index](https://trustsniffer.com/stats), how this verdict compares

## Guides
- [99.5% of flagged USDT wallets were frozen](https://trustsniffer.com/blog/99-5-of-flagged-usdt-wallets-were-frozen)
- [Trading Platform Scam: Checking a Blocked Balance](https://trustsniffer.com/blog/trading-platform-scam-checking-a-blocked-balance)
- [Connect a Wallet to a Scam Site: What Happens](https://trustsniffer.com/blog/connect-wallet-to-a-scam-site-what-happens)

---
*Source: [TrustSniffer](https://trustsniffer.com/report/4dlabs-alpha.web.app) — independent automated trust & fraud analysis. Cite as https://trustsniffer.com/report/4dlabs-alpha.web.app · assessed 2026-10-19.*