Why Not ChatGPT?

ChatGPT is a brainstormer. Immunode is a research workflow.

The problem isn't finding papers; it's trusting the list.

AI chatbots can suggest papers, but they can't tell you why those papers matter, how they were found, or whether they even exist. When evidence matters, you need more than suggestions.

Brainstorm vs. Workflow

What's the difference in practice?

ChatGPT

Brainstorming

  • Generates plausible-sounding paper titles
  • No way to verify papers exist
  • No explanation of search methodology
  • Can't assess study quality or relevance
  • Results change with every prompt
Immunode

Research Workflow

  • Verified papers from real databases
  • Full audit trail of search strategy
  • Documented selection criteria
  • Ranked by methodology and relevance
  • Repeatable, consistent results

The Audit Trail

Every paper comes with receipts

Search Strategy

We document exactly which databases were searched, what terms were used, and when. You can reproduce the search yourself.

Selection Criteria

Why was this paper included? Why was that one excluded? We explain the logic for every decision.

Ranking Logic

Papers are ranked by study design, sample size, recency, and direct relevance to your question. The criteria are transparent.

Human Check

Before delivery, a research specialist reviews the entire pack. Automation assists; humans verify.

The Immunode Workflow

Repeatable search → Ranked shortlist → Linked evidence trail → Final human check

This isn't about replacing AI. It's about building a workflow where evidence is verifiable and decisions are defensible.

Get a Research Paper Pack