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

Lovable
Coding Guava
Gaman-ai.vercel.app
DecAI
Game Of Coders
Cursor
Claude Code
Your Personal AI Coding Assistant

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 | codeai.studio |
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What each product offers, as listed by its team.


Possible disadvantages
Possible disadvantages
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 CodeAI. 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...
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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 CodeAI since Dec 2025.
When comparing Phantombuster and CodeAI, 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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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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AI Code Agent, no-subscription alternative to Claude Code. It runs real programming tasks using tools like shell commands, file operations, web access, and MCP integrations.
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