MambaPanel
Advanced facial recognition for professional investigations
What is MambaPanel? Complete Overview
MambaPanel is a professional investigation platform offering advanced facial recognition and investigation tools. It allows users to search and identify faces across a database of over seven billion faces, designed specifically for investigators who require accurate results and easy-to-use analysis tools. The platform boasts a 99.9% uptime and delivers results in under 30 seconds. MambaPanel caters to security professionals, investigators, and organizations needing reliable identity verification and facial recognition solutions. With features like age recognition, face comparison, and location recognition, MambaPanel provides comprehensive tools for thorough investigations.
MambaPanel Interface & Screenshots

MambaPanel Official screenshot of the tool interface
What Can MambaPanel Do? Key Features
Three Search Engines
MambaPanel offers three distinct search engines tailored to different investigation needs. The Free Engine is perfect for learning and celebrity searches with a 300,000-face database. The Standard Engine provides a balance of speed and accuracy with 1.9 billion faces. The Deep Search Engine is the most powerful, with 5 billion faces and advanced web crawling technology, delivering 100% accuracy with a financial guarantee for Gold users.
Age Recognition
Using advanced AI algorithms, MambaPanel can accurately determine the age of individuals in photos. This feature provides precise age estimates with confidence levels, useful for demographic analysis and age verification in professional investigations.
Face Compare
MambaPanel's Face Compare tool allows users to compare two face images to determine if they show the same person. With 100% confidence scores, it significantly outperforms industry standards, where competitors typically show 60-80% confidence for the same person matches.
Computer Vision Analysis
This comprehensive image analysis tool detects people, objects, text, brands & logos, patterns & details, and context. Advanced AI provides detailed insights about image content and composition, enhancing thorough professional investigations.
Location Recognition
Users can upload scenery images to detect and identify specific locations. The system analyzes geographical features and landmarks, providing map coordinates that pinpoint exactly where the photo was taken, aiding in investigation purposes.
Professional Lookup Services
MambaPanel offers comprehensive identity verification through email, username, phone, and name lookups across multiple platforms and databases. This feature helps investigators find associated accounts, social profiles, and linked services connected to any identifier.
$1,000 Accuracy Guarantee
MambaPanel is the only face search platform to offer a financial guarantee for incorrect 100% confidence matches on Deep Search. Gold plan members receive a $1,000 payout if the AI is wrong, backed by a dual human review process for fair claim resolution.
Developer API Access
Integrate MambaPanel's facial recognition and analysis tools into your applications with comprehensive APIs. The platform offers Small Engine, Standard Engine, and Deep Search APIs, allowing seamless integration into existing workflows.
Best MambaPanel Use Cases & Applications
Missing Persons Investigation
Law enforcement agencies can use MambaPanel's Deep Search Engine to scan through billions of faces to locate missing persons. The platform's high accuracy and comprehensive database increase the chances of successful identification.
Celebrity Lookalike Verification
Media companies and talent agencies can utilize the Free Engine to verify if a person is a known celebrity or public figure, helping in talent scouting and identity verification processes.
Fraud Prevention
Financial institutions can employ MambaPanel's Face Compare tool to verify customer identities during account openings or transactions, significantly reducing identity fraud cases.
Background Checks
HR departments and private investigators can conduct thorough background checks by cross-referencing candidate photos with MambaPanel's extensive database and professional lookup services.
Social Media Investigation
Digital investigators can trace individuals across multiple social media platforms using MambaPanel's username lookup and facial recognition capabilities, helping in cyberbullying or online harassment cases.
How to Use MambaPanel: Step-by-Step Guide
Create a free account on MambaPanel's website to access the platform. This will give you access to the Free Engine for initial searches and familiarization with the tools.
Upload the photo you want to investigate. The platform supports various image formats and will automatically analyze the photo for facial features and other detectable elements.
Select the appropriate search engine based on your investigation needs. Choose between Free, Standard, or Deep Search engines depending on the required accuracy and database size.
Review the results provided by MambaPanel. The platform will display matches with confidence scores, associated URLs, and other relevant information for your investigation.
Utilize advanced analysis tools like Face Compare, Age Recognition, or Location Recognition to gather more detailed insights from your images.
For professional investigations, consider upgrading to a paid plan to access larger databases and more advanced features, including the $1,000 accuracy guarantee for Gold members.
MambaPanel Pros and Cons: Honest Review
Pros
Considerations
Is MambaPanel Worth It? FAQ & Reviews
MambaPanel offers varying accuracy levels depending on the search engine used. The Free Engine provides 85% accuracy, Standard Engine offers 90%, and Deep Search guarantees 100% accuracy with a financial backing for Gold members.
For Gold plan members using Deep Search, MambaPanel offers a $1,000 payout if their AI incorrectly identifies a 100% confidence match. This guarantee is unique in the industry and demonstrates their confidence in the technology.
Search times vary by engine. Free and Standard Engine searches typically complete in under 60 seconds, while Deep Search investigations can take up to 7 days due to their comprehensive nature.
Yes, MambaPanel offers developer API access for all three search engines (Small, Standard, and Deep), allowing seamless integration into your existing applications and workflows.
MambaPanel is ideal for professional investigations including missing persons cases, fraud prevention, background checks, identity verification, and social media investigations. The platform caters to law enforcement, private investigators, and corporate security teams.
Yes, MambaPanel offers a Free Engine with access to 300,000 faces, perfect for learning the platform and conducting celebrity or public figure searches.