
Apify
Apollo.io
Outscraper
Octoparse
import.io
Expandi.io
Waalaxy
A marketplace of simple to use no-code APIs

Contextfy.com.br
Harbor ML
Glean.co
integrate.ai
Machine learning at scale
Machine Learning Playground
ML ART
Data Processing Infra & ETL for Generative AI applications

Which is more popular?
Based on our record, Phantombuster seems to be more popular. It has been mentioned 19 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | phantombuster.com | contextdata.ai |
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What each product offers, as listed by its team.


Possible disadvantages
No features have been listed yet.
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
Overall verdict
Why this product is good
Recommended for
Walkthroughs and reviews on video.
๐ Lead Generation 2020 ๐ | How To Scrape Emails In Minutes | PhantomBuster Webcrawler Review
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How often each product is chosen within a category, 0โ100% relative to the other.


Share your experience with using Phantombuster and Context Data. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


A LinkedIn automation tool performs outreach actions such as connection requests and messages, while a scraper extracts data from LinkedIn profiles and searches into a list. PhantomBuster and Evaboot both extract...
PhantomBuster is more of an automation and data extraction toolkit than a traditional LinkedIn outreach platform. Instead of focusing on structured drip campaigns, it allows you to scrape data and automate actions...
We have no reviews of Context Data yet. Be the first one to post
Recommendations tracked on public social media and blogs since March 2021.


Some teams use Phantombuster to automate LinkedIn outreach to unresolved users. I don't recommend this โ it violates LinkedIn's ToS and creates legal exposure faster than it creates pipeline. - Source: dev.to / 6 months ago
Make.com is a valid alternative to n8n. Make's pre-built modules for Apollo, Hunter.io, and Phantombuster are more polished out of the box. n8n's self-hosted version is cheaper at scale and supports arbitrary HTTP calls without needing a... - Source: dev.to / 7 months ago
This is the core problem with scraping-adjacent APIs: you often can't audit their collection methods. When Phantombuster runs automations using your LinkedIn session cookie, your account is the one LinkedIn's fraud detection sees. When... - Source: dev.to / 7 months ago
Tracking Context Data since May 2024.
When comparing Phantombuster and Context Data, you can also consider the following products.

Apify is a web scraping and automation platform that can turn any website into an API.
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Contextfy puts AI to work across your company's processes: where to apply it, integrating data and systems and putting agents into operation, with measurable results.
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Apolloโs predictive prospecting, sales engagement, and actionable analytics help the teams to reach its full revenue potential.
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High-quality multimodal datasets, AI data annotation, and data infrastructure powering the next generation of artificial intelligence models.
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Scrape Google Maps Places, Business Reviews, Photos, Play Market Reviews, and more. Get any public data from the internet by applying cutting-edge technologies. Web Tools & API's.
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Personalized learning for educational video lessons
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