Pubcompare

Pubcompare is an AI assistant for working with experimental protocols and laboratory methods. It draws on a database of tens of millions of protocols from scientific papers, patents, application notes, and standard operating procedures.

Reproducibility checks

Upload or describe your protocol to get a set of the most similar experiments. Pubcompare highlights widely cited and commonly used variants to help you evaluate reproducibility and spot differences in:

• Steps and workflow
• Conditions and parameters
• Equipment used

Validating equipment and methods

The tool compares your lab equipment and reagents with what has been used in successful publications. This can help reduce setup mistakes and make it easier to choose instruments and consumables.

Figures and structured results

Based on protocol data, Pubcompare helps create scientific figures and organize results for papers and reports. Recommendations are grounded in real protocols, making them easier to review and verify.

Data security focus

Pubcompare emphasizes protection of uploaded protocols and sensitive lab data, so you can analyze methods and check experiment settings without exposing unnecessary information.