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Google Scholar Research Scraper

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Extract academic papers, citations, and author data from Google Scholar. No API key needed.

Pricing

from $0.50 / 1,000 results

Rating

0.0

(0)

Developer

Brandon Hamm

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Monthly active users

a day ago

Last modified

Features

Keyword search: Search for papers by any query
Year filtering: Filter results by publication year range
Citation counts: Get citation counts for each paper
Author data: Extract author names, publication venues, and profile IDs
PDF links: Get direct PDF links when available
Snippet extraction: Get abstract snippets for each paper
No API key required: Uses Google Scholar's public interface

Input Parameters

Parameter	Type	Default	Description
`searchQueries`	string[]	`["machine learning healthcare"]`	List of search terms
`maxResults`	integer	20	Max papers per query (10 per page)
`yearFrom`	integer	0	Papers from this year onwards (0 = no filter)
`yearTo`	integer	0	Papers up to this year (0 = no filter)
`includePatents`	boolean	false	Include patents in results
`includeCitations`	boolean	true	Include citation counts
`language`	string	`en`	Search language

Output Fields

title — Paper title
authors — Author names
publication — Publication venue (journal, conference, etc.)
year — Publication year
snippet — Abstract snippet
url — Paper URL
citationCount — Number of citations
pdfUrl — Direct PDF link (when available)
types — Paper types (e.g., [PDF], [BOOK], [CITATION])
authorProfileId — Google Scholar author profile ID
searchQuery — The query that found this paper

Use Cases

Literature reviews for academic research
Citation analysis and bibliometrics
Author impact tracking
Research trend identification
Competitive intelligence for academic publishing
AI training data from academic papers

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Notes

Google Scholar may show CAPTCHAs under heavy use. The actor uses Apify proxies to minimize this.
Results are limited to what Google Scholar displays (typically 1000 per query).
Citation counts are as reported by Google Scholar at the time of scraping.

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