Google Scholar Integration Guide

Exporting Search Results from Google Scholar

Google Scholar lacks a native bulk export button, but researchers can export batches using "My Library" or desktop citation harvesters for systematic and scoping reviews.

By Lumina Editorial Team Published Updated Database export guide

⚠️ Methodological Limitations of Google Scholar

Google Scholar displays a maximum of 1,000 results per query (10 to 20 per page) and personalizes ranking based on user history and IP location. Cochrane and PRISMA guidelines consider Google Scholar a valuable supplementary grey literature and citation-checking source, but not a replacement for curated databases like PubMed, Embase, or Web of Science.

Two Workflows for Exporting Google Scholar Records

Method A: Browser Native

Google Scholar "My Library"

Best for smaller searches (up to 100–200 references). Star individual papers to save them to your personal library, then batch-export to RefMan (RIS) or CSV.

  • No external software required
  • Supports up to 100 items per export page
  • Generates standard `.ris` (RefMan) files
Method B: Citation Harvester

Publish or Perish (Harzing)

Best for larger systematic searches (up to 1,000 references). Free desktop software queries Google Scholar and exports all results directly into an RIS file.

  • Automates multi-page harvesting
  • Exports up to 1,000 records per search string
  • Direct export to standard RIS or CSV

Method A: Export via "My Library" (Native Browser)

1

Log into Your Google Account

Make sure you are signed in so your saved items persist to your Google Scholar profile.

2

Star Relevant Search Results

Execute your search query. Click the star icon ("Save") underneath each search result you wish to include. You can also create a custom label/collection for your review project.

3

Open "My Library"

Click "My Library" in the top-left navigation menu. Filter by your project's custom label if applicable.

4

Select and Export All Citations

Check the top checkbox to select all items on the page. Click the "Export all" button (or downward arrow) and choose **"RefMan"** to download an `.ris` file, or **"CSV"** for spreadsheet output.

Method B: Export via Publish or Perish (Large Searches)

1

Install Publish or Perish (PoP)

Download Harzing's free Publish or Perish software for Windows, macOS, or Linux.

2

Execute Search Query

Select "Google Scholar" as the data source. Enter your keywords, author names, or publication years. Set the maximum results limit (up to 1,000).

3

Export Results as RIS

Once retrieval is complete, click "Save results" in the top menu and select **"RefMan/RIS format"**. Save the file to your working directory.

Troubleshooting Google Scholar Exports

CAPTCHA blocks and rate limiting: Automated scrapers or rapid page navigation will trigger Google's "Unusual traffic" CAPTCHA. If using desktop tools, keep query rates moderate and respect cool-down intervals.
Partial abstracts: Google Scholar abstracts are often truncated snippets rather than the full published abstract. Lumina's automated Unpaywall and DOI resolver integrations help recover complete full-text metadata during screening.

Next Step

Import your Google Scholar `.ris` or `.csv` files into Lumina to deduplicate against core databases and prioritize screening with active learning.