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Behind the Scenes: The Research That Powers Our Vendor Comparisons

Behind the Scenes: The Research That Powers Our Vendor Comparisons

At IRD, we’ve adopted a simple model for evaluating talent acquisition software: no referral fees, no vendor sponsorships, and no hidden incentives.

Our goal is to offer clear, impartial insights grounded in real-world consulting experience and transparent research methods. That’s why we’ve developed a library of in-depth product comparisons—powered by ChatGPT Deep Research and verified against publicly available documentation, user reviews, and feature guides.

We also publish our exact research prompts and methodology, so anyone can replicate the process, tailor it to their needs, and reach their own conclusions.

This approach isn’t about being contrarian—it’s about staying focused on what matters most: helping teams choose the right tools with confidence, clarity, and context.


Check Out the Research

👉 Browse the iCIMS vs. HCMs library

👉 Browse the iCIMS vs. other ATSs library

👉 Browse the ATS-Adjacent Tools library


Do Your Own Research

 

Curious how to use ChatGPT for serious research—not just quick answers?

This screen recording shows exactly how we used ChatGPT to build a detailed, source-backed comparison of iCIMS and SmartRecruiters, two major applicant tracking systems used by mid-market and enterprise TA teams. No narration. Just the raw workflow—prompts, outputs, edits, and all.

🧠 Try it yourself: Below is the exact prompt we used. Copy, paste, and customize it for your own ATS comparisons.

 

Write a comprehensive, impartial, and professionally structured product comparison article targeted at iCIMS customers (mid-market and enterprise TA leaders, system administrators, and HR operations professionals). This comparison should evaluate iCIMS vs. [INSERT ATS NAME]. Do not use or cite material from www.integralrecruiting.com as a source.

All factual claims or references to tools, features, statistics, or company information must be supported by citations. At the end of the article, include a clearly formatted ‘Sources’ section with each superscript number linking to the full URL of the cited source. The tone should be professional, impartial, and informative, suitable for publishing in a business or industry blog. Use only verifiable and reputable sources.

1. Methodology & Disclaimer

Include this section verbatim:

“This report was compiled by Integral Recruiting Design (IRD) using generative AI to synthesize publicly available documentation, product guides, customer reviews, and analyst commentary on applicant tracking systems (ATS) as of 2025. IRD is not compensated by any vendors and makes no claims about the accuracy or completeness of the underlying data. The accuracy of these findings rests solely on the AI research, and all content should be interpreted as directional, not authoritative. Click here to view the original output, which includes citations and is presented here in full.

This document is intended to support thoughtful vendor evaluation, not to serve as a final judgment on either platform. We recommend that readers use the following questions as a starting point for due diligence when evaluating ATS platforms.”

2. Ten Key Questions to Compare iCIMS vs. [Other ATS Vendor]

Frame 10 questions that help iCIMS customers evaluate whether the alternative platform meets their needs. Address:

  • 🧠 System Architecture & Configurability
  • 🔁 Integration Capabilities (especially API depth and iCIMS-specific functions)
  • 💬 Recruiter and Candidate Experience
  • 📊 Analytics & Reporting
  • ⚙️ Automation & Workflow Management
  • 🌍 Scalability & Global Readiness
  • 🏥 Support for Industry-Specific Needs (e.g., healthcare, government)
  • 💵 Pricing and Total Cost of Ownership
  • 🧩 Marketplace or Partner Ecosystem
  • 📞 Customer Support and Success Services

3. Comparison Table

A side-by-side scorecard comparing iCIMS and [Other ATS Vendor], across five categories:

Platform Integration & APIs User Experience Automation & Config Reporting & Insights Global/Volume Hiring Total (out of 50)
iCIMS x/10 x/10 x/10 x/10 x/10 xx/50
[Other Vendor] x/10 x/10 x/10 x/10 x/10 xx/50

Explain the scoring criteria briefly below the table.

4. Platform Fit Summaries

Provide a short summary of who each platform is best suited for:

  • iCIMS: “Best for large organizations seeking modular expansion, deep configurability, and robust compliance tracking.”
  • [Other Vendor]: “Best for fast-growing tech companies that prioritize recruiter UX and built-in collaboration tools.”

5. Deep-Dive Evaluation

For each platform (iCIMS and the other ATS), include:

🧩 Integration Capabilities

How well does the platform connect with other systems? Does it offer robust APIs? How easy is it to sync with HRIS, CRM, or background check tools?

🛠️ Core Features & Differentiators

What makes the platform stand out? (e.g., onboarding tools, requisition templates, compliance features)

💼 Candidate & Recruiter Experience

How intuitive is the platform? Mobile/responsive? What does it offer in terms of scheduling, comms, portals, etc.?

🏢 Industry Use Cases

What types of organizations use it? Any standout sectors? (e.g., healthcare, government, enterprise tech)

💸 Pricing Model

License-based, per-seat, usage-based? Transparent or opaque? Are there long-term contracts?

6. Feature Comparison Grid

Feature iCIMS [Other ATS Vendor]
Native iCIMS API Yes N/A
Key Differentiators Modular Suite Built-in Sourcing
Ideal Use Case Enterprise, Healthcare Tech Startups, SMB
Configurability High Moderate
Pricing Model Annual License Per-Seat Subscription

7. Sources

List all sources in the format below:

Sources

¹ https://www.vendorwebsite.com/product-features

² https://www.g2.com/products/icims/reviews

³ https://www.trustradius.com/products/[other-vendor]/reviews

https://techcrunch.com/

 

Want more insights like these?

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