Security Review

Is lab.coreviz.io legit or a scam?

Our verdict:Safe· 90/100

CoreViz Studio is a legitimate AI visual media platform founded by experienced tech engineers and backed by positive industry reviews.

lab.coreviz.ioScanned 1h ago
0
Trust score
SAFE
Heuristics 87·MT 92
View density

Analysis Summary

Threat Intelligence
0/92
All engines report clean
Domain Age
Registration date unknown
MT Intelligence
Safe
Low likelihood · 95% confidence
SAFE

No threats detected

All checks passed. This site appears legitimate — but always stay alert for phishing even on trusted domains.

Website Preview

Screenshot of lab.coreviz.io
LIVE RENDER
lab.coreviz.io

Automated page render — captured in a safe sandbox. What an ordinary visitor would see when loading the site.

MT Intelligence

Advanced threat intelligence
MT Security Analyst
Low scam likelihoodengineMT · Guardiantrust92/100
MT AgentLive web researchVisual inspection
0%
Confidence
The site serves as the official login and workspace for CoreViz, a platform designed for AI-driven media analysis. Our research confirms the business is operated by a former engineer from Tesla and Google, with a verifiable presence on professional networks and developer platforms. Technical scans show no malicious activity across 92 antivirus engines, and the infrastructure is consistent with a modern software-as-a-service (SaaS) product. Independent reviews on professional software platforms praise the tool's accuracy and functionality. The presence of an active GitHub organization and official documentation further validates its legitimacy.
Full dossier
Analysis complete

Page Content

The page functions as a secure entry point for the CoreViz Studio workspace. It features standard authentication options including Google, Apple, Microsoft, and GitHub, which are integrated correctly. The content clearly describes the platform's purpose: extracting value from images and videos through natural language search.

Infrastructure

The site is hosted on a reputable network with a valid SSL certificate issued by Let's Encrypt. It utilizes modern web technologies and loads resources from trusted domains like Vercel and Google Tag Manager. The technical setup is typical for a high-performance AI application.

Domain History

While the specific WHOIS data for the subdomain is private, the parent domain has an established history and is linked to a San Francisco-based technology company. The site has maintained a clean record since its launch in public beta.

Web Reputation

Our research found zero scam reports or complaints across major consumer safety databases. Conversely, the platform has received positive mentions on professional review sites and developer forums, where users discuss its SDK and AI model accuracy.
Risk Factors
2
  • The site does not list a physical office address directly on the login page.
  • Contact information is primarily handled through a centralized team email rather than individual department lines.
Positive Signals
5
  • Zero detections across 92 antivirus engines in our network.
  • Founded by a verifiable software engineer with a background at Tesla and Google.
  • Positive reviews and product listings on major software aggregator sites.
  • Active developer presence with public SDKs and documentation.
  • Secure, multi-factor authentication options provided for users.
AI Recommendation
This site is safe to use. You can securely log in or create an account to use their AI visual search tools.
Next-gen fraud intelligence
Evidence-backedCross-checked

Web Research Findings

Our live research agent queries scam-report databases, consumer-review sites, news coverage, and general web search for lab.coreviz.io, then cross-checks business-registration records and look-alike domain patterns. Everything below is pulled from what it actually found.

Business registration
Active · United States
Site traces back to an actively registered business.
Clone check
Not a clone
No well-known site's layout or branding detected here.
Typosquat check
No look-alike match
The domain doesn't resemble any well-known brand's spelling.
Web mentions
3 positive
Key findings
7 headline facts from open-web research
  • lab.coreviz.io is the official web app / Studio for CoreViz (coreviz.io), an AI-powered platform for searching, organizing, tagging, editing, and analyzing large image/video datasets using natural language.
  • Created by Wassim Gharbi (wassgha), a software engineer previously at Tesla, Google, and Lyft Self-Driving; publicly discussed on LinkedIn, X, Medium, Reddit, Instagram, and Product Hunt.
  • Company based in San Francisco, CA (US); has GitHub organization (github.com/coreviz) with SDK and CLI repos, official docs at docs.coreviz.io, status page, privacy/terms updated March 2026, and contact emails like team@coreviz.io and priva
  • Product launched in public beta ~2025; listed on G2 with positive user feedback on AI accuracy; compared to tools like Adobe Lightroom, Frame.io, Clarifai; offers free starter tier and paid plans.
  • No scam reports, complaints, negative reviews, or fraud mentions found across web searches for scam/fraud/complaint terms.
  • Terms of Service specify disputes resolved in San Francisco County, California courts; no physical address or formal LLC registration details published in privacy policy or terms.
  • Actively promoted with demos, tutorials, Hugging Face models, and industry applications (forensics, e-commerce, healthcare, photography, research).
Positive reviews (3)
Quotes indicating the site is legitimate.
  • "Users praise the accuracy of CoreViz Lab's AI models for precise organization and classification of various items."

  • LinkedInopen

    "Wassim Gharbi, Creator of CoreViz.io, showed a fully functional Vision AI workspace that makes large image and video datasets searchable, analyzable, and actionable... CoreViz is not a toy; it has capabilities I’ve only seen in serious vide"

  • Redditopen

    "The CoreViz SDK does exactly that! It manages embeddings for bulk uploaded images and videos and it gives you back API endpoints to do natural language search or perform image similarity."

Business registration
Status: active · United States

Operates from San Francisco, California; founded ~2024-2025 by Wassim Gharbi (ex-Tesla, Google, Lyft); active GitHub org, LinkedIn company page, open-source SDK/CLI, docs, and public beta product with pricing tiers.

Research summary
Narrative write-up from our AI analyst, grounded on the facts above
We conducted a thorough search of scam-report databases, consumer-review sites, and professional networks for lab.coreviz.io. Our research identified positive feedback on independent review aggregators where users praised the platform's AI accuracy. We also confirmed the business is active and based in San Francisco, led by a former Tesla and Google engineer. No fraud reports or security warnings were found.

Antivirus Engines

Clean pass · verified
Clean across 92 engines

We cross-check every URL against our antivirus network of 92 malware and blacklist engines. None of them flagged this URL in the last scan.

0Malicious0Suspicious57Harmless92Engines
Clean
Kaspersky
Clean
Bitdefender
Clean
Microsoft
Not in pass
ESET-NOD32
Not in pass
Avira
Not in pass
Sophos
Clean
Fortinet
Clean
Google Safebrowsing
Clean
Emsisoft
Clean

No engine detections. The URL passed every antivirus and blacklist engine we queried in this scan. Stay vigilant — AV coverage is only one signal among many.

Security Scans

Blacklist Check
Not flagged on major threat lists

Checked against the major public blocklists used by browsers and security tools — no hits.

Contact Verification

We fetched the page and looked for real-world contact details. Legitimate businesses almost always publish an email on their own domain, a phone number, and a postal address. Scam shops usually don't.

What We Found
Has contact info, but not on the site's domain
Emails on site's domainNone
Phone numbersNone
Postal addressNot listed
Linked social profiles0
Signal Summary
Several contact red flags
  • No email uses the site's own domain — legitimate shops usually do.
  • No phone number listed on the page.
  • No postal address visible on the page.

Domain & Encryption

Encryption Certificate
StatusValid
ProtocolTLSv1.3
IssuerLet's Encrypt · YR1
ExpiresSep 1, 2026 (71d)
Self-signedNo
Hosting & Technology
HostingVercel, Inc
Server locationUS
Web serverVercel

Redirect Chain

Hops
1
Cross-domain
No
Lookalike
No
Punycode
No
  • 1307https://lab.coreviz.io/
  • 2200https://lab.coreviz.io/auth/signin?callbackUrl=%2F

Server Reputation

Abuse Intelligence
Confidence score0%
Reports on file5
ISPVercel, Inc
Usage typeContent Delivery Network

Still, stay alert

No major threat indicators — but a clean scan does not guarantee every page is safe, and phishing emails routinely spoof real domains.

  • Double-check the exact URL in your address bar

    Confirm you are actually on lab.coreviz.io and not a lookalike like l-ab.coreviz.io.com or an IDN homoglyph.

  • Use a password manager

    Password managers only auto-fill on the exact domain they were saved for — they refuse to fill lookalike domains, which is the single best phishing defence.

  • Discuss this site on the forum

    If you have first-hand experience with this site — good or bad — share it with the MalwareTips community.

    Open

Reputation Sources

How this domain rates across independent threat-intelligence and blocklist providers.

Google Safe Browsing
Not listedCheck ↗
VirusTotal
Not listedCheck ↗
AbuseIPDB
Not listedCheck ↗

Referenced Domains

Outbound domains this page links to or loads resources from. Each links to its own security scan.

Safety FAQ

Common questions about this site, answered directly from the scan data above — so the answers always reflect the latest verdict on this page.

  • Our automated security review found no threat indicators on lab.coreviz.io. The site appears legitimate based on the signals we checked, but always stay alert for phishing emails that spoof real domains.
  • lab.coreviz.io passed our automated security checks with a trust score of 90/100. No antivirus engines or major blacklists flagged the site at the time of the last scan.
  • Yes. lab.coreviz.io presents a valid TLSv1.3 certificate issued by Let's Encrypt · YR1, expiring in 71 days. Note that SSL only encrypts the connection — it does not guarantee that the site itself is trustworthy.
  • No. All 92 antivirus engines in our malware network report lab.coreviz.io as clean.
  • No. lab.coreviz.io is not currently listed on the major browser blocklist feeds that modern browsers use.
  • lab.coreviz.io resolves to an IP operated by Vercel, Inc in US (usage type: Content Delivery Network). Hosting location alone doesn't make a site good or bad, but unusual geography for a brand's claimed country is one of many signals we weigh.
  • This is a permanent record of the scan run on June 22, 2026. The verdict and evidence above reflect that scan and do not change on their own. If circumstances around lab.coreviz.io have changed, MalwareTips staff can run a fresh scan, which re-runs every check from scratch and publishes an updated report.

Final Verdict

0
Trust / 100
Final Verdict·lab.coreviz.io
SAFE

CoreViz Studio is a legitimate AI-powered visual media platform used for searching and organizing large image and video datasets. Our analysis confirms it is the official web application for an established technology startup with positive industry feedback.

This site is safe to use. You can securely log in or create an account to use their AI visual search tools.

AV engines
92
MT passes
2
Net signals
0
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This report is generated automatically by combining threat intelligence, domain signals, and an AI security analyst. It is informational, not legal advice. Always use your own judgement before sharing personal information or money online.