Software Alternatives, Accelerators & Startups

Amazon SageMaker VS GhostMyData

Compare Amazon SageMaker VS GhostMyData and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Amazon SageMaker logo Amazon SageMaker

Amazon SageMaker provides every developer and data scientist with the ability to build, train, and deploy machine learning models quickly.

GhostMyData logo GhostMyData

GhostMyData continuously scans 1,500+ data brokers, removes your exposed data, and automatically re-removes it when brokers re-collect. Free scan, no credit card.
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  • Amazon SageMaker Landing page
    Landing page //
    2023-03-15
  • GhostMyData Automated data removal from 1,500+ broker sites
    Automated data removal from 1,500+ broker sites //
    2026-04-08
  • GhostMyData Real-time exposure dashboard monitoring 1,529+ data broker sites
    Real-time exposure dashboard monitoring 1,529+ data broker sites //
    2026-04-08
  • GhostMyData Broker compliance report โ€” real data on which brokers actually delete your data
    Broker compliance report โ€” real data on which brokers actually delete your data //
    2026-04-08

GhostMyData is a privacy protection platform that scans 1,500+ data broker sites to find your exposed personal information. We automatically submit legal CCPA and state privacy law deletion requests on your behalf, verify each removal, and continuously monitor for re-listings.

Key features: - 1,500+ data broker coverage (3.5x more than Incogni, 17x more than DeleteMe's auto-removal) - Legal CCPA deletion requests, not just opt-out forms - Automated re-removal when brokers re-list your data - Family plans protect up to 5 household members - Live broker compliance report showing which brokers actually delete - Free scan with 3 free trial removals โ€” no credit card required

Plans start at $9.99/month billed annually.

GhostMyData

$ Details
freemium $119.88 / Annually
Release Date
2024 January
Startup details
Country
United States
State
Wyoming
City
Sheridan
Founder(s)
Rocky Kathuria
Employees
1 - 9

Amazon SageMaker features and specs

  • Fully Managed Service
    Amazon SageMaker is a fully managed service that eliminates the heavy lifting involved with setting up and maintaining infrastructure for machine learning. This allows data scientists and developers to focus on building and deploying machine learning models without worrying about underlying servers or infrastructure.
  • Scalability
    Amazon SageMaker provides scalable resources that can automatically adjust to the needs of your workload, ensuring that you can handle anything from small-scale experimentation to large-scale production deployments.
  • Integrated Development Environment
    SageMaker includes a built-in Jupyter notebook interface, which makes it straightforward for data scientists to write code, visualize data, and run experiments interactively without leaving the platform.
  • Support for Popular Machine Learning Frameworks
    SageMaker supports popular frameworks such as TensorFlow, PyTorch, Apache MXNet, and more. It also provides pre-built algorithms that can be used out-of-the-box, offering flexibility in choosing the right tool for your ML tasks.
  • Automatic Model Tuning
    SageMaker includes hyperparameter tuning capabilities that automate the process of finding the best set of hyperparameters for your model, thus saving significant time and computational resources.
  • Advanced Security Features
    SageMaker integrates with AWS Identity and Access Management (IAM) for fine-grained access control, supports encryption of data at rest and in transit, and complies with various security standards, ensuring that your machine learning projects are secure.
  • Cost Management
    With SageMaker, you only pay for what you use. This pay-as-you-go pricing model allows for better cost management and optimization, making it a cost-effective solution for various machine learning workloads.

Possible disadvantages of Amazon SageMaker

  • Complexity for New Users
    The plethora of features and options available in SageMaker can be overwhelming for beginners who are new to machine learning or the AWS ecosystem. It might require a steep learning curve to become proficient in using the platform effectively.
  • Vendor Lock-In
    Using Amazon SageMaker ties you to the AWS ecosystem, which can be a disadvantage if you want flexibility in switching between different cloud providers. Migrating models and workflows from SageMaker to another platform could be challenging.
  • Cost Management Challenges
    While SageMaker offers a pay-as-you-go pricing model, the costs can quickly add up, especially for large-scale or long-running tasks. It may require diligent monitoring and optimization to avoid unexpectedly high bills.
  • Resource Limitations
    While SageMaker is highly scalable, there are certain resource limits (like instance types and quotas) that might be restrictive for very high-demand or specialized machine learning tasks. These limits could potentially hinder the flexibility you get from an on-premises or custom deployed solution.
  • Integration Complexity
    Integrating SageMaker with other tools and systems within your workflow might require additional development effort. Custom integrations can be complex and could involve additional overhead to set up and maintain.

GhostMyData features and specs

  • Data Broker Coverage
    1,500+ sites scanned and monitored
  • CCPA Legal Requests
    Automated deletion requests citing state privacy laws
  • Removal Verification
    Re-scans to confirm brokers actually deleted data
  • Continuous Monitoring
    Auto re-removes when brokers re-list your data
  • Family Plans
    Protect up to 5 household members
  • Free Trial
    Free scan + 3 free removals, no credit card

Analysis of GhostMyData

Overall verdict

  • GhostMyData is a solid data removal service that helps individuals reduce their online footprint by removing personal information from data broker sites and people-search databases. It offers a reasonable option for those concerned about privacy, though as with any such service, results can vary and no service can guarantee 100% removal of all data across the internet.

Why this product is good

  • Automates the tedious process of opting out from numerous data broker and people-search sites
  • Helps protect against identity theft, spam, and unwanted solicitations by reducing exposed personal data
  • Provides ongoing monitoring and re-removal since data brokers often re-list information
  • Saves significant time compared to manually contacting each data broker
  • Can offer peace of mind for individuals worried about their digital privacy

Recommended for

  • Individuals concerned about online privacy and their digital footprint
  • People who want to reduce spam calls, emails, and unwanted solicitations
  • Those at higher risk of identity theft or stalking who want personal info removed
  • Public-facing professionals, executives, or public figures wanting to limit exposure
  • Anyone who lacks the time to manually opt out of dozens of data broker sites

Amazon SageMaker videos

Build, Train and Deploy Machine Learning Models on AWS with Amazon SageMaker - AWS Online Tech Talks

More videos:

  • Review - An overview of Amazon SageMaker (November 2017)

GhostMyData videos

Your personal data is being bought and sold by data brokers

Category Popularity

0-100% (relative to Amazon SageMaker and GhostMyData)
Data Science And Machine Learning
Privacy
0 0%
100% 100
AI
100 100%
0% 0
Online Services
0 0%
100% 100

Questions & Answers

As answered by people managing Amazon SageMaker and GhostMyData.

Why should a person choose your product over its competitors?

GhostMyData's answer:

More coverage (1,500+ brokers), lower price ($9.99/mo vs $14.98 for Incogni), free scan with 3 free trial removals (no credit card), family plans covering 5 members, and transparent compliance reporting. We also use dual search engines (Google + Brave) to find exposures competitors miss.

What makes your product unique?

GhostMyData's answer:

We cover 1,500+ data broker sites โ€” 3.5x more than Incogni and 17x more than DeleteMe's auto-removal. We send legally-enforceable CCPA deletion requests, not just opt-out forms. And we publish a live broker compliance report showing which brokers actually delete your data and which ignore requests.

How would you describe the primary audience of your product?

GhostMyData's answer:

Privacy-conscious individuals and families who want their personal data removed from people-search sites and data brokers. Also businesses protecting employees from social engineering attacks that exploit exposed personal data.

What's the story behind your product?

GhostMyData's answer:

I discovered my full name, home address, phone numbers, and family members' details were publicly listed on hundreds of people-search sites โ€” available to anyone for under a dollar. After spending 40+ hours manually submitting opt-out forms, I realized the data just comes back. So I built GhostMyData to automate the entire process.

Which are the primary technologies used for building your product?

GhostMyData's answer:

Next.js, React, TypeScript, Prisma ORM, PostgreSQL, Vercel, Resend for transactional email, Amazon SES for broker CCPA emails, Google and Brave Search APIs for exposure detection.

Who are some of the biggest customers of your product?

GhostMyData's answer:

  • Individual privacy-conscious consumers
  • Families protecting household members (up to 5 per plan)
  • Businesses protecting employee data from social engineering

User comments

Share your experience with using Amazon SageMaker and GhostMyData. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare Amazon SageMaker and GhostMyData

Amazon SageMaker Reviews

7 best Colab alternatives in 2023
Amazon SageMaker Studio is a fully integrated development environment (IDE) for machine learning. It allows users to write code, track experiments, visualize data, and perform debugging and monitoring all within a single, integrated visual interface, making the process of developing, testing, and deploying models much more manageable.
Source: deepnote.com

GhostMyData Reviews

  1. Rocky Kathuria
    ยท Founder & CEO at GhostMyData ยท
    Finally a privacy service that actually removes your data from 1,500+ brokers

    I built GhostMyData because I was tired of finding my personal information โ€” home address, phone numbers, family members โ€” plastered across dozens of data broker sites. After trying other services, I realized most only cover a fraction of brokers and charge premium prices for basic scans. GhostMyData scans 1,500+ data broker sites, sends legally-backed CCPA deletion requests on your behalf, and tracks every removal to completion. The automated removal pipeline handles everything from opt-out form submissions to verification that your data was actually taken down. We also offer family plans so you can protect your entire household under one subscription, and our daily privacy digest keeps you informed without email overload. The whole platform is designed around transparency โ€” you see exactly what was found, what's been removed, and what's still in progress.

    ๐Ÿ Competitors: Incogni, Delete Me, Privacy Bee, Optery, Kanary
    ๐Ÿ‘ Pros:    Scans 1,500+ data broker sites automatically|Sends legally-backed ccpa/state privacy law deletion requests|Automated opt-out form submissions for major brokers|Family plan protects up to 5 household members|Real-time removal tracking with verification|Free scan with 3 trial removals, no credit card required
    ๐Ÿ‘Ž Cons:    Some brokers require manual identity verification steps|Annual billing only (no monthly option yet)

Social recommendations and mentions

Based on our record, Amazon SageMaker seems to be more popular. It has been mentiond 47 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Amazon SageMaker mentions (47)

  • How to Analyze 47 Million Hacker News Posts: A Data Scientist's Dream Dataset Just Got Better
    Consider Cloud Processing: For large-scale analysis, tools like Google Colab Pro or AWS SageMaker provide the computational power you need without upgrading your local machine. - Source: dev.to / 4 months ago
  • AWS Sagemaker Notebook Jobs for Accelerating Data Science Experimentation Workflows with Mlflow and Optuna
    Hyperparameter tuning across multiple models presents a common challenge for ML practitioners. Tracking experiment results, managing configurations, and ensuring reproducibility becomes increasingly difficult as the number of models grows. This post walks through a solution that combines Amazon SageMaker, MLflow, and Optuna to create an automated, scalable hyperparameter optimization pipeline. - Source: dev.to / 7 months ago
  • Optimizing AWS Costs for AI Development in 2025
    Compute: This is the big one. It's the cost of running EC2 instances with GPUs (like the g5 or p4 series) for model training and deployment. It also includes the compute for services like Amazon SageMaker and AWS Batch. - Source: dev.to / 12 months ago
  • Dashboard for Researchers & Geneticists: Functional Requirements [System Design]
    Leverage Amazon SageMaker: For machine learning (ML) tasks, users can leverage Amazon SageMaker to analyze large datasets and build predictive models. - Source: dev.to / over 1 year ago
  • Address Common Machine Learning Challenges With Managed MLflow
    MLflow, an Apache 2.0-licensed open-source platform, addresses these issues by providing tools and APIs for tracking experiments, logging parameters, recording metrics and managing model versions. It also helps to address common machine learning challenges, including efficiently tracking, managing, deploying ML models and enhancing workflows across different ML tasks. Amazon SageMaker with MLflow offers secure... - Source: dev.to / over 1 year ago
View more

GhostMyData mentions (0)

We have not tracked any mentions of GhostMyData yet. Tracking of GhostMyData recommendations started around Apr 2026.

What are some alternatives?

When comparing Amazon SageMaker and GhostMyData, you can also consider the following products

IBM Watson Studio - Learn more about Watson Studio. Increase productivity by giving your team a single environment to work with the best of open source and IBM software, to build and deploy an AI solution.

Delete Me - Delete Me is an app that lets you delete your accounts from multiple platforms, including social media sites, e-commerce sites, and many others, with just a few steps.

TensorFlow - TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.

Incogni - Take back control of your data privacy!

Saturn Cloud - ML in the cloud. Loved by Data Scientists, Control for IT. Advance your business's ML capabilities through the entire experiment tracking lifecycle. Available on multiple clouds: AWS, Azure, GCP, and OCI.

Optery - See the private info data brokers post about you online