## Table of Contents

- [Search: Scholar](#search-scholar)
- [Result fields](#result-fields)
- [See also](#see-also)

---

[API](https://microlink.io/docs/api/getting-started/overview)

[GUIDES](https://microlink.io/docs/guides) [MQL](https://microlink.io/docs/mql/getting-started/overview) [SDK](https://microlink.io/docs/sdk/getting-started/overview) [CARDS](https://microlink.io/docs/cards/getting-started/overview)

API GUIDES MQL SDK CARDS

Getting Started

[Overview](https://microlink.io/docs/guides)

[What is Microlink](https://microlink.io/docs/guides/what-is-microlink)

[Screenshot](https://microlink.io/docs/guides/screenshot)

[Customizing output](https://microlink.io/docs/guides/screenshot/customizing-output)

[Browser settings](https://microlink.io/docs/guides/screenshot/browser-settings)

[Page interaction](https://microlink.io/docs/guides/screenshot/page-interaction)

[Delivery and embedding](https://microlink.io/docs/guides/screenshot/embedding)

[Caching and performance](https://microlink.io/docs/guides/screenshot/caching-and-performance)

[Private pages](https://microlink.io/docs/guides/screenshot/private-pages)

[Troubleshooting](https://microlink.io/docs/guides/screenshot/troubleshooting)

[Data extraction](https://microlink.io/docs/guides/data-extraction)

[Defining rules](https://microlink.io/docs/guides/data-extraction/defining-rules)

[Page preparation](https://microlink.io/docs/guides/data-extraction/page-preparation)

[Delivery and response shaping](https://microlink.io/docs/guides/data-extraction/delivery-and-response)

[Caching and performance](https://microlink.io/docs/guides/data-extraction/caching-and-performance)

[Private pages](https://microlink.io/docs/guides/data-extraction/private-pages)

[Troubleshooting](https://microlink.io/docs/guides/data-extraction/troubleshooting)

[Embed](https://microlink.io/docs/guides/embed)

[SDK](https://microlink.io/docs/guides/embed/sdk)

[Iframe parameter](https://microlink.io/docs/guides/embed/iframe)

[Custom HTML/CSS](https://microlink.io/docs/guides/embed/metadata-api)

[Custom previews with AI](https://microlink.io/docs/guides/embed/custom-previews-with-ai)

[Caching and performance](https://microlink.io/docs/guides/embed/caching-and-performance)

[Private pages and proxy](https://microlink.io/docs/guides/embed/private-pages-and-proxy)

[Troubleshooting](https://microlink.io/docs/guides/embed/troubleshooting)

[Markdown](https://microlink.io/docs/guides/markdown)

[Choosing scope](https://microlink.io/docs/guides/markdown/choosing-scope)

[Delivery and response shaping](https://microlink.io/docs/guides/markdown/delivery-and-response)

[Function](https://microlink.io/docs/guides/function)

[Writing functions](https://microlink.io/docs/guides/function/writing-functions)

[Browser interaction](https://microlink.io/docs/guides/function/browser-interaction)

[Profiling and performance](https://microlink.io/docs/guides/function/profiling-and-performance)

[Troubleshooting](https://microlink.io/docs/guides/function/troubleshooting)

[PDF](https://microlink.io/docs/guides/pdf)

[Page size and layout](https://microlink.io/docs/guides/pdf/page-size-and-layout)

[Page preparation](https://microlink.io/docs/guides/pdf/page-preparation)

[Delivery and embedding](https://microlink.io/docs/guides/pdf/embedding)

[Caching and performance](https://microlink.io/docs/guides/pdf/caching-and-performance)

[Private pages](https://microlink.io/docs/guides/pdf/private-pages)

[Troubleshooting](https://microlink.io/docs/guides/pdf/troubleshooting)

[Metadata](https://microlink.io/docs/guides/metadata)

[Choosing fields](https://microlink.io/docs/guides/metadata/choosing-fields)

[Extending results](https://microlink.io/docs/guides/metadata/extending-results)

[Delivery and response shaping](https://microlink.io/docs/guides/metadata/delivery-and-response)

[Page preparation](https://microlink.io/docs/guides/metadata/page-preparation)

[Caching and performance](https://microlink.io/docs/guides/metadata/caching-and-performance)

[Private pages](https://microlink.io/docs/guides/metadata/private-pages)

[Troubleshooting](https://microlink.io/docs/guides/metadata/troubleshooting)

[Insights](https://microlink.io/docs/guides/insights)

[Technology detection](https://microlink.io/docs/guides/insights/technology-detection)

[Lighthouse reports](https://microlink.io/docs/guides/insights/lighthouse-reports)

[Caching and performance](https://microlink.io/docs/guides/insights/caching-and-performance)

[Troubleshooting](https://microlink.io/docs/guides/insights/troubleshooting)

[Search](https://microlink.io/docs/guides/search)

[Web Search](https://microlink.io/docs/guides/search/search)

[News](https://microlink.io/docs/guides/search/news)

[Images](https://microlink.io/docs/guides/search/images)

[Videos](https://microlink.io/docs/guides/search/videos)

[Places](https://microlink.io/docs/guides/search/places)

[Maps](https://microlink.io/docs/guides/search/maps)

[Shopping](https://microlink.io/docs/guides/search/shopping)

[Scholar](https://microlink.io/docs/guides/search/scholar)

[Patents](https://microlink.io/docs/guides/search/patents)

[Autocomplete](https://microlink.io/docs/guides/search/autocomplete)

[Content expansion](https://microlink.io/docs/guides/search/content-expansion)

[Integration patterns](https://microlink.io/docs/guides/search/patterns)

[Common patterns](https://microlink.io/docs/guides/common/caching)

[Caching patterns](https://microlink.io/docs/guides/common/caching)

[Private pages](https://microlink.io/docs/guides/common/private-pages)

[Proxy](https://microlink.io/docs/guides/common/proxy)

[Troubleshooting](https://microlink.io/docs/guides/common/troubleshooting)

[Production patterns](https://microlink.io/docs/guides/common/production-patterns)

API GUIDES MQL SDK CARDS

Getting Started

[Overview](https://microlink.io/docs/guides)

[What is Microlink](https://microlink.io/docs/guides/what-is-microlink)

[Screenshot](https://microlink.io/docs/guides/screenshot)

[Customizing output](https://microlink.io/docs/guides/screenshot/customizing-output)

[Browser settings](https://microlink.io/docs/guides/screenshot/browser-settings)

[Page interaction](https://microlink.io/docs/guides/screenshot/page-interaction)

[Delivery and embedding](https://microlink.io/docs/guides/screenshot/embedding)

[Caching and performance](https://microlink.io/docs/guides/screenshot/caching-and-performance)

[Private pages](https://microlink.io/docs/guides/screenshot/private-pages)

[Troubleshooting](https://microlink.io/docs/guides/screenshot/troubleshooting)

[Data extraction](https://microlink.io/docs/guides/data-extraction)

[Defining rules](https://microlink.io/docs/guides/data-extraction/defining-rules)

[Page preparation](https://microlink.io/docs/guides/data-extraction/page-preparation)

[Delivery and response shaping](https://microlink.io/docs/guides/data-extraction/delivery-and-response)

[Caching and performance](https://microlink.io/docs/guides/data-extraction/caching-and-performance)

[Private pages](https://microlink.io/docs/guides/data-extraction/private-pages)

[Troubleshooting](https://microlink.io/docs/guides/data-extraction/troubleshooting)

[Embed](https://microlink.io/docs/guides/embed)

[SDK](https://microlink.io/docs/guides/embed/sdk)

[Iframe parameter](https://microlink.io/docs/guides/embed/iframe)

[Custom HTML/CSS](https://microlink.io/docs/guides/embed/metadata-api)

[Custom previews with AI](https://microlink.io/docs/guides/embed/custom-previews-with-ai)

[Caching and performance](https://microlink.io/docs/guides/embed/caching-and-performance)

[Private pages and proxy](https://microlink.io/docs/guides/embed/private-pages-and-proxy)

[Troubleshooting](https://microlink.io/docs/guides/embed/troubleshooting)

[Markdown](https://microlink.io/docs/guides/markdown)

[Choosing scope](https://microlink.io/docs/guides/markdown/choosing-scope)

[Delivery and response shaping](https://microlink.io/docs/guides/markdown/delivery-and-response)

[Function](https://microlink.io/docs/guides/function)

[Writing functions](https://microlink.io/docs/guides/function/writing-functions)

[Browser interaction](https://microlink.io/docs/guides/function/browser-interaction)

[Profiling and performance](https://microlink.io/docs/guides/function/profiling-and-performance)

[Troubleshooting](https://microlink.io/docs/guides/function/troubleshooting)

[PDF](https://microlink.io/docs/guides/pdf)

[Page size and layout](https://microlink.io/docs/guides/pdf/page-size-and-layout)

[Page preparation](https://microlink.io/docs/guides/pdf/page-preparation)

[Delivery and embedding](https://microlink.io/docs/guides/pdf/embedding)

[Caching and performance](https://microlink.io/docs/guides/pdf/caching-and-performance)

[Private pages](https://microlink.io/docs/guides/pdf/private-pages)

[Troubleshooting](https://microlink.io/docs/guides/pdf/troubleshooting)

[Metadata](https://microlink.io/docs/guides/metadata)

[Choosing fields](https://microlink.io/docs/guides/metadata/choosing-fields)

[Extending results](https://microlink.io/docs/guides/metadata/extending-results)

[Delivery and response shaping](https://microlink.io/docs/guides/metadata/delivery-and-response)

[Page preparation](https://microlink.io/docs/guides/metadata/page-preparation)

[Caching and performance](https://microlink.io/docs/guides/metadata/caching-and-performance)

[Private pages](https://microlink.io/docs/guides/metadata/private-pages)

[Troubleshooting](https://microlink.io/docs/guides/metadata/troubleshooting)

[Insights](https://microlink.io/docs/guides/insights)

[Technology detection](https://microlink.io/docs/guides/insights/technology-detection)

[Lighthouse reports](https://microlink.io/docs/guides/insights/lighthouse-reports)

[Caching and performance](https://microlink.io/docs/guides/insights/caching-and-performance)

[Troubleshooting](https://microlink.io/docs/guides/insights/troubleshooting)

[Search](https://microlink.io/docs/guides/search)

[Web Search](https://microlink.io/docs/guides/search/search)

[News](https://microlink.io/docs/guides/search/news)

[Images](https://microlink.io/docs/guides/search/images)

[Videos](https://microlink.io/docs/guides/search/videos)

[Places](https://microlink.io/docs/guides/search/places)

[Maps](https://microlink.io/docs/guides/search/maps)

[Shopping](https://microlink.io/docs/guides/search/shopping)

[Scholar](https://microlink.io/docs/guides/search/scholar)

[Patents](https://microlink.io/docs/guides/search/patents)

[Autocomplete](https://microlink.io/docs/guides/search/autocomplete)

[Content expansion](https://microlink.io/docs/guides/search/content-expansion)

[Integration patterns](https://microlink.io/docs/guides/search/patterns)

[Common patterns](https://microlink.io/docs/guides/common/caching)

[Caching patterns](https://microlink.io/docs/guides/common/caching)

[Private pages](https://microlink.io/docs/guides/common/private-pages)

[Proxy](https://microlink.io/docs/guides/common/proxy)

[Troubleshooting](https://microlink.io/docs/guides/common/troubleshooting)

[Production patterns](https://microlink.io/docs/guides/common/production-patterns)

## Search: Scholar

[Copy for LLM](https://microlink.io/docs/guides/search/scholar.md "Copy content for LLM")

\|

[View as Markdown](https://microlink.io/docs/guides/search/scholar.md "View content as Markdown")

Academic papers with citation counts and PDF links. Use it for technical or scientific research workflows that need papers, citations, and publication context.

```js
const page = await google('attention is all you need', { type: 'scholar' })
```

## Result fields

| Field         | Type       | Description                                         |
| ------------- | ---------- | --------------------------------------------------- |
| `title`       | `string`   | Paper title                                         |
| `url`         | `string`   | Paper or abstract URL                               |
| `description` | `string`   | Paper snippet                                       |
| `publisher`   | `string`   | Authors, journal, and year in publisher line format |
| `year`        | `number`   | Publication year                                    |
| `citations`   | `number`   | Citation count                                      |
| `pdf`         | `{ url }?` | Direct PDF link when available                      |
| `id`          | `string`   | Google Scholar ID                                   |

```js
const page = await google('attention is all you need', { type: 'scholar' })

page.results[0]

// {

//   title: 'Attention is all you need',

//   url: 'https://proceedings.neurips.cc/paper/2017/hash/3f5ee243547dee91fbd053c1c4a845aa-Abstract.html',

//   description: '... to attend to all positions in the decoder up to and including that position. We need to prevent...',

//   publisher: 'A Vaswani, N Shazeer, N Parmar… - Advances in neural …, 2017 - proceedings.neurips.cc',

//   year: 2017,

//   citations: 249883,

//   pdf: { url: 'https://proceedings.neurips.cc/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf' },

//   id: '5Gohgn6QFikJ'

// }
```

Sort or filter by `citations` to surface the most impactful papers. Use `pdf.url` when your workflow needs the full document content.

## See also

- [Patents](https://microlink.io/docs/guides/search/patents) — for prior-art research and filing lookup instead of academic papers.
- [Integration patterns](https://microlink.io/docs/guides/search/patterns) — academic research and citation analysis workflows.

Last updated on May 28, 2026

[Edit on GitHub](https://github.com/microlinkhq/www/blob/master/src/content/docs/guides/search/scholar.md)