
Clearbit
ZoomInfo
Apollo.io
Hunter.io
AeroLeads
Proxycurl by Nubela
Coresignal
Use our dataset of 1.5 billion unique person profiles to build products, enrich person profiles, power predictive modeling/AI, analysis, and more. We work with technical teams as their engineering focused people data partner.

Code Effects is the fastest and most intuitive .NET business rules engine trusted by government entities and Fortune 500 corporations all over the world
Which is more popular?
Based on our record, People Data Labs seems to be more popular. It has been mentioned 6 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | peopledatalabs.com | codeeffects.com |
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| Company | — | 2009 |
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In their own words, as submitted to SaaSHub.


Our focus is on enabling companies to build out their tools, product, or platform. With over 150 data points and 1.5 billion person profiles, we provide Enrichment API and Data License to data companies. Our broad data coverage includes data for Marketing Tech, Sales Tech, Fraud, Education, and...
Code Effects Software is the developer of state-of-the-art business rules engine that combines an incredible performance of rule evaluation with revolutionary web interface, allowing the end-users to author and manage their corporate business rules with no knowledge of programming languages or IT...
What each product offers, as listed by its team.


Possible disadvantages
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An editorial look at what each product does well and who it suits.


No analysis of People Data Labs yet.
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How often each product is chosen within a category, 0–100% relative to the other.


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


The biggest strength of People Data Labs is its search function. You can identify and filter for profiles that match a constraint.However, if all you require is fresh data and enrichment of profiles, use Proxycurl....
We have no reviews of Code Effects yet. Be the first one to post
Recommendations tracked on public social media and blogs since March 2021.


Datagma is the tool I keep coming back to for this. Their /enrich endpoint accepts a personal email, cross-references it against social graph data — primarily LinkedIn activity, public profiles, and email correlation patterns — and... - Source: dev.to / 5 months ago
A few things worth flagging: PDL beats Clearbit's historical rates for US and Western European companies, but drops to ~52% match rate for Japan and South Korea specifically. Apollo underperforms on raw company matching but returns... - Source: dev.to / 5 months ago
The real conclusion I'd push back on from every vendor comparison I've read: there is no single tool that solves reverse lookup at 80%+ accuracy with clean data. The waterfall is the answer. The question is whether you build it yourself... - Source: dev.to / 5 months ago
Tracking Code Effects since Jan 2023.
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Clearbit provides Business Intelligence APIs
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ZoomInfo is a B2B database providing detailed business information on people and companies.
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Apollo’s predictive prospecting, sales engagement, and actionable analytics help the teams to reach its full revenue potential.
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Find all the email addresses related to a domain
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AeroLeads is a lead generation software which finds prospects with email and phone number.
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Pull rich and fresh people and companies B2B data programmatically from LinkedIn, Crunchbase, Twitter, etc with our API and datasets.
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