Find Links

Perform web searches to find links. Returns structured search results with titles, links, snippets, and optional pricing.

Parameters

Name	Description	Accepted Values	Default	Required
I/O
`queries`	Name or list of input columns containing search queries.	string, array	—	Yes
`id`	Name of the column containing the row ID to append to each search result.	string	—	Yes
`output`	Output column for the dictionaries. If a list of 2 is provided, outputs [dicts_column, pretty_strings_column].	string, array, null	`null`	No
Options
`n_results`	Number of search results to return per query (default 10, max 100).	integer	`10`	No
`country`	Country code for search results (default 'us'). Alias: gl.	string	—	No
`language`	Language code for search results (default 'en'). Alias: hl.	string	—	No
`location`	Location for search results (e.g., 'Austin, Texas').	string	—	No
`device`	Device type for search results.	string; one of: desktop mobile tablet	—	No
Conditions
`if`	Condition that determines whether the wrangle runs as a whole. Recipe variables may be referenced with `${variable}`.	string	—	No
`where`	Filter rows before applying the wrangle using SQL-like criteria, such as `column1 = 123 OR column2 = 'abc'`.	string	—	No
`where_params`	Values used with `where` for parameterized criteria. Uses SQLite placeholder syntax such as `?` or `:name`.	array, object	—	No
Execution
`threads`	Number of concurrent threads for parallel processing (default 10).	integer	`10`	No
Details
`client`	The search provider to use.	string; one of: serpapi	`"serpapi"`	No
`api_key`	API key for the search client. Can also be set as an environment variable (e.g., SERPAPI_API_KEY).	string, null	`null`	No

Examples

This template searches once per query and returns structured result dictionaries. Search results vary by provider, location, and time.

wrangles:
  - search.find_links:
      id: Row ID
      queries:
        - Search Query
      output:
        - Search Results
      api_key: Your SerpApi API key
      client: serpapi
      n_results: 5

Row ID	Search Query
1001	SKF 6202 bearing supplier

Search Results
`[{"title": "Example result", "link": "https://example.com/6202", "snippet": "SKF 6202 bearing"}]`

Template based on the documented parameters; no published source example is currently available.

Access

Requirement	Value
AI-powered	No
Requires WrangleWorks account	No
Requires subscription	No
Requires external API key	No

Technical details

Field	Value
Catalog ID	`47`
Catalog key	`search.find_links`
Recipe key	`search.find_links`
Catalog status	active
Lifecycle status	active
Recipe Writer eligible	Yes
Namespace	`search`
Documentation group	`search`
Aliases	None
Runtime symbol	`wrangles.recipe_wrangles.search.find_links`
Legacy UUID	`ec1f661b-2cbc-4a47-88e3-646179104376`

Sources

Parameters​

Examples​

Parameters

Examples