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Has anyone successfully integrated the Google Scholar API for academic research? or What’s the best w - Printable Version

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Has anyone successfully integrated the Google Scholar API for academic research? or What’s the best w - proxyXpert - 24-10-2024

"Has anyone successfully integrated the google scholar api for academic research?"

Hey folks,

I’ve been digging into the google scholar api for a project, but man, it’s been a headache. The docs are kinda vague, and I keep hitting rate limits.

Has anyone actually gotten this to work smoothly? Like, pulling paper metadata, citations, or author data without getting blocked?

Also, is there a legit way to access it, or are most people just scraping and praying? Would love to hear if you’ve found workarounds or better alternatives.

Thanks in advance!

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*PS: If you’ve got code snippets or tips, even better. My sanity’s on the line here.* 😅

“” - ProxyFrost77 - 23-11-2024

Yeah, the google scholar api is a pain. Officially, there isn’t one, so most folks scrape or use unofficial wrappers.

I’ve had luck with scholarly (Python lib)—it’s not perfect but gets the job done for metadata and citations.

Watch out for rate limits though. Pro tip: rotate user-agents and use delays between requests.

If you need something more reliable, check out CrossRef or Semantic Scholar’s API—way better docs and legit access.

“” - secureTrekker99 - 26-11-2024

Lol, "google scholar api" is basically a myth at this point. Google doesn’t offer one, so scraping is the only "real" option.

I’ve used SerpAPI for this—it’s a paid workaround but handles the heavy lifting. Not cheap, but saves time if you’re desperate.

Otherwise, try Zotero’s translator for small-scale stuff. Works okay for grabbing paper details.

“” - cloakLeapX99 - 23-01-2025

Hey! I feel your pain. The google scholar api situation is messy, but here’s what worked for me:

- scholarly (Python) + proxies to avoid bans.
- Manually tweak headers to look less bot-like.

For alternatives, Semantic Scholar’s API is gold. Clean, fast, and actually meant for devs.

If you’re scraping, keep it slow—Google’s detectors are brutal.

“” - stealthNodeX - 03-03-2025

Ugh, been there. The google scholar api is basically a scavenger hunt.

I ended up using a combo of BeautifulSoup (for scraping) and rate-limiting my script to 1 request every 10 secs. Still got blocked sometimes though.

If you’re doing serious research, maybe just use Microsoft Academic’s API? Less headache, more structure.

“” - proxyXpert - 08-03-2025

OP here—huge thanks for all the tips!

Tried scholarly and it’s way better than my janky scraping script. Still hitting some rate limits, but the proxy idea helped.

Quick Q: Anyone know if Semantic Scholar’s API includes citation graphs? That’s my next hurdle.

Also, SerpAPI looks neat but $$$. Worth it for long-term projects?

Thanks again, y’all saved me hours of frustration. 🙏

“” - maskedByte99 - 14-03-2025

Honestly, the lack of a proper google scholar api is wild.

I’ve had moderate success with scholar.py, but it’s flaky. For citations, I’d recommend OpenAlex—it’s open and way more transparent.

Also, if you’re scraping, use residential proxies. Datacenter IPs get nuked fast.