Google Scholar
The most recommended of 4 academic search engines
People recommend it as a free way to find research papers, most-cited work in a field, and scoped searches. Critics say its citation counts, bibtex metadata and coverage are often wrong or incomplete.
People recommend it as a free way to find research papers, most-cited work in a field, and scoped searches. Critics say its citation counts, bibtex metadata and coverage are often wrong or incomplete.
30 people gave an opinion
- recommend it
- 17
- criticize it
- 13
- approval share
- 57%
Recommended in 8 of 13 months
- November 2025: not recommended
- December 2025: recommended
- January 2026: recommended
- February 2026: recommended
- March 2026: not recommended
- April 2026: recommended
- May 2026: recommended
- June 2026: not recommended
- July 2026: recommended
- August 2026: recommended
- September 2026: not recommended
- October 2026: recommended
- November 2026: not recommended (month in progress)
Why it doesn’t carry the badge
- 17 people recommend itNeeds 10 or more, met.
- 1.3 recommenders for every criticNeeds 2 to 1 or better, not met.
- Recommended in 8 of 13 monthsNeeds 4 or more, met.
The same three rules apply to every product, and the badge can’t be bought. How the badge works
What people say about it
The reasons people give, with the number of comments that give each one. Open a reason to read what they said.
Why people recommend it
Each mark is one comment
Free, broad access to research papers
“If you use Google scholar you can find tons of articles talking about the various effects of inequality”
Comment from 6 Apr 2026 in “More Americans Are Breaking into the Upper Middle Class” “offers an insane amount of value to people for free”
Comment from 27 Apr 2026 in “Google controls ~25% of global AI compute, with ~3.8M TPUs and 1.3M GPUs” “just do some basic searches on e.g. Google Scholar”
Comment from 23 Dec 2025 in “The Illustrated Transformer” - Comment from 27 Feb 2026 in “Leaving Google has actively improved my life”
Strong scoped and natural-language search
“Google Scholar has a fairly compelling natural-language search tool, too.”
Comment from 27 Jan 2026 in “Prism” “the scoped query is more useful than the generic websearch”
Comment from 27 Feb 2026 in “Leaving Google has actively improved my life” “I highly prefer it because it gets that right”
Comment from 19 Dec 2025 in “Beginning January 2026, all ACM publications will be made open access” Finds most-cited and seminal papers
“look for the seminal people or papers in a field by using google scholar to find the most cited research papers”
Comment from 20 May 2026 in “An OpenAI model has disproved a central conjecture in discrete geometry” “the best search engine for quality information”
Comment from 14 Apr 2026 in “Google has a secret reference desk” Faster than libraries and rival tools
“Google Scholar was a huge step forward for doing meta-analysis vs a physical library.”
Comment from 9 Jan 2026 in “AI solves Erdos problem #728 (Terence Tao mathstodon post)” “Google Scholar literally by itself is faster, better, doesn't get rate-limited”
Comment from 15 Apr 2026 in “Is anyone actually using OpenClaw?”
What people warn about
Each mark is one comment
Wrong authors, article types, bibtex
“very often wrong article type (eg article versus conference paper), but up to and including missing authors”
Comment from 22 Jan 2026 in “GPTZero finds 100 new hallucinations in NeurIPS 2025 accepted papers” “google scholar sometimes puts the names of the editors instead of the authors into the bibtex entry”
Comment from 22 Jan 2026 in “GPTZero finds 100 new hallucinations in NeurIPS 2025 accepted papers” “the bibtex entry from Google Scholar is wrong sometimes”
Comment from 24 Jan 2026 in “GPTZero finds 100 new hallucinations in NeurIPS 2025 accepted papers” Incomplete coverage of older scholarship
“Google Scholar is still ignoring a huge amount of scholarship that is decades old”
Comment from 10 Jan 2026 in “AI solves Erdos problem #728 (Terence Tao mathstodon post)” “it's frequently inaccurate and incomplete”
Comment from 12 Jul 2026 in “Ditching Zotero for a Text File” CAPTCHA and tracking blocks
“the CAPTCHA triggered the library terminal's URL filters, which prevents anyone from actually doing the CAPTCHA”
Comment from 6 Aug 2026 in “Google Captcha on Search, absurdities beyond belief” “it now appears to block anyone who blocks google tracking”
Comment from 25 May 2026 in “Search engines alternatives now that Google isn't Google anymore” Unreliable citation counts
“Google Scholar citation numbers are unreliable and and cannot be used in bibliometric evaluation.”
Comment from 25 Jan 2026 in “This paper has been cited more than 6k times. It's fatally flawed.” “erases researchers with single-letter surnames from their own citations”
Comment from 2 May 2026 in “The Google Scholar bug that erases researchers from their own work”
Other academic search engines people recommend
The three most recommended other academic search engines, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.
| Product | Recommend | Criticize | Approval | Months | Owned | Badge |
|---|---|---|---|---|---|---|
| Google ScholarThis page | 17 | 13 | 57% | 8 | — | — |
| Semantic Scholar | 8 | 3 | 73% | 7 | — | — |
| PubMed | 8 | 1 | 89% | 6 | — | — |
| Papers with Code | 6 | 1 | 86% | 1 | — | — |
What people said
27 of the 30 comments that mention it, newest first. Each links to the original comment.
“JSTOR and Google Scholar, for example”
“the Google Scholar vault is in my opinion, pretty useless given the open ecosystem available”
“the CAPTCHA triggered the library terminal's URL filters, which prevents anyone from actually doing the CAPTCHA”
“Google scholar has become the way to search papers (which is somewhat worrisome).”
“it's frequently inaccurate and incomplete”
“it now appears to block anyone who blocks google tracking”
“There is still Google News and Google Scholar, no Javascript required”
“look for the seminal people or papers in a field by using google scholar to find the most cited research papers”
“erases researchers with single-letter surnames from their own citations”
“offers an insane amount of value to people for free”
“Google Scholar literally by itself is faster, better, doesn't get rate-limited”
“the best search engine for quality information”
“If you use Google scholar you can find tons of articles talking about the various effects of inequality”
“Google Scholar is also amazing.”
“the scoped query is more useful than the generic websearch”
“general purpose search engines for science are breaking down, including even things like Google Scholar”
“Google Scholar has a fairly compelling natural-language search tool, too.”
“Google Scholar citation numbers are unreliable and and cannot be used in bibliometric evaluation.”
“the bibtex entry from Google Scholar is wrong sometimes”
“very often wrong article type (eg article versus conference paper), but up to and including missing authors”
“google scholar sometimes puts the names of the editors instead of the authors into the bibtex entry”
“Google Scholar is still ignoring a huge amount of scholarship that is decades old”
“Google Scholar was a huge step forward for doing meta-analysis vs a physical library.”
“Google scholar tried and gave up”
“just do some basic searches on e.g. Google Scholar”
“I highly prefer it because it gets that right”
“Fastcase, which aren't very good in comparison”
Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.