AI-Powered Research Discovery

Find your next
meta-analysis topic.

Metalyze transforms a broad research idea into a validated, novel topic for your systematic review — by synthesizing thousands of abstracts and mapping gaps in the literature.

See how it works

Built for serious researchers,
not just search engines.

Identified Gaps
Pediatric hypertension vs RAAS Long-term outcomes >5yr Novel — High Feasibility
0 competing meta-analyses found

Intelligent literature synthesis

Metalyze uses the power of LLMs to reads through thousands of abstracts to find subtle gaps and unasked questions in the existing literature, presenting you with truly novel topic proposals — not just keyword results.

  • Advanced literature synthesis across PubMed & Cochrane
  • Novel topic identification with specificity scoring
  • Research gap mapping against existing reviews

Dynamic feasibility scoring

Receive an instant, data-driven feasibility score for any research question. Metalyze assesses the volume of available RCTs and competing meta-analyses to guide your decisions before you invest months of work.

  • Real-time RCT availability assessment
  • Competing review landscape evaluation
  • Publication potential indicators
85% Feasibility
120+
Available RCTs
3
Competing Reviews
PICO → Search String
P Hypertensive patients
I ACE inhibitors
C ARBs
O Cardiovascular events
↓ Generated
("hypertension"[MeSH])
AND ("ACE inhibitors"[All])
AND ("ARB"[All])
AND ("cardiovascular"[MeSH])

Expert search string generation

Translate your PICO framework into expert-level search strings for PubMed, Cochrane, and more. Eliminate guesswork and ensure your literature search is comprehensive and precise from the start.

  • PICO framework optimization with MeSH terms
  • Multi-database support (PubMed, Cochrane, PROSPERO)
  • Boolean logic and filter suggestions

Where innovation meets evidence-based medicine

Systematic reviews are the pinnacle of evidence-based medicine, yet the path to a meaningful review is often blocked by an arduous, manual, and inefficient discovery process. Months can be lost searching for a topic that is both novel and viable.

Metalyze was engineered to dismantle this barrier. It's a fusion of a researcher's insight and the power of artificial intelligence, designed to accelerate the most critical phase of your work.

We empower you to move beyond the search, and focus on the synthesis — where real impact is made.

01
Input your idea or PICO
Enter a broad topic, a partial PICO, or a specific research question to get started.
02
Create search string for your idea
Our system generates search string according to your PICO.
03
Gaps are identified
The AI maps existing evidence against your query to surface research gaps with novelty scores.
04
You receive a validated topic
Get a full PICO formulation, feasibility score, and optimized search strings — ready to use.

Explore our blog

Guides on meta-analysis methodology, systematic review best practices, and how to use AI to accelerate your research workflow.

Visit the blog

Built by researchers, for researchers.

Musa Masood
Founder & Developer
Student, Allama Iqbal Medical College, Lahore
Saad Masood
Co-Founder
Student, Allama Iqbal Medical College, Lahore
Abubakar Amjad
Co-Developer
Student, National University of Sciences & Technology, Islamabad