Docs/Sources/Scrape Page Links

Scrape Page Links

Scrape web page links

OperationalCredits 10 per callp50 1734msData Scraping

Overview

Link Scraper works by parsing the HTML content of a web page to extract all the links. It returns the links in a structured format, including the link URL, title, and more.

Live Test Scrape Page Links Source →

Formula

One function covers the whole catalog: the first argument names the source, the rest are its inputs, and the "field" pair says which single value lands in the cell. Formulas covers the grammar that applies to all of them.

=VERVE("linkscraper", A2, "field", "linkCount")

A2 holds the url you are looking up. Drag the formula down and each row resolves on its own.

With literal values

Nothing has to come from a cell — typed values work the same way.

=VERVE("linkscraper", "https://en.wikipedia.org/wiki/Web_scraping", "field", "linkCount")

Inputs

Required inputs are positional, in the order below. Everything else is passed as a "name", value pair after them — the same shape as SUMIFS. Premium inputs are accepted on every plan but only take effect on plans that include them.

InputTypeWhere it goesDescription
urlRequiredstringargument 2 (A2)The URL of the web page to scrape links from
url
maxlinksOptionalPremiumnumber"maxlinks", valueMaximum number of links to scrape and return
default 50
includequeryOptionalboolean"includequery", valueInclude query strings in the scraped links

Passing an option

=VERVE("linkscraper", A2, "maxlinks", 50)

What lands in your sheet

The "field" pair is what makes the formula resolve to one cell. Its value is a dot-path from the table below, so swapping it is how you pull a different value — one formula per column.

Seeing everything at once

Drop the "field" pair and the formula returns the whole response instead: two columns, field name on the left and value on the right, spilling from the cell you typed in.

=VERVE("linkscraper", A2)
Good for exploring, not for filling down

The second row's table would land on top of the first's, and every cell after the first reads #REF! (#SPILL! in Excel). Keep one per sheet, or name a field, and leave the cells below and to the right empty.

Response fields

Paths are relative to data. Each one is exactly what the "field" pair accepts, so swapping it is how you pull a different value into a cell. On a plan without a Premium field the cell reads #PREMIUM(field) rather than a value, so a locked field never looks like a real answer.

Use as "field"TypeExample cell valueDescription
urlstringhttp://docs.aws.amazon.com/AWSEC2/latest/UserGuide/concepts.htmlThe scraped page's URL, normalized to a bare http:// origin with any tabs, newlines and carriage returns stripped
linkCountnumber16Total number of links returned, after filtering out empty anchors and page-fragment links
externalLinkCountnumber13Number of returned links that point to a different domain than the scraped page
internalLinkCountnumber3Number of returned links that point to the same domain as the scraped page
linksarray[3]Every link found on the page, up to the requested limit
links.0.textstringDocumentationThe link's visible anchor text, with tabs, newlines and carriage returns removed
links.0.hrefstringhttp://docs.aws.amazon.com/AWSEC2/latest/UserGuide/concepts.html/index.htmlThe link's destination URL, resolved to an absolute URL when the source was root-relative
links.0.externalbooleanfalseWhether the link points to a different domain than the scraped page
uniqueDomainsPremiumarray["docs.aws.amazon.com","aws.amazon.com"]List of unique external domains found
maxLinksReachedbooleanfalseWhether the number of links found met or exceeded the maximum link limit, meaning more links may exist beyond what was returned

Filling a whole column

Both platforms make one batched call for a column rather than one request per cell, and both cost the same — 10 credits per row looked up. How you write it differs, because the two runtimes batch at different points.

Rows 2–100 in one call
=VERVE("linkscraper", A2:A100, "field", "linkCount")

In Google Sheets, give the arguments ranges and the answers spill down from the cell you typed in. Custom functions there run synchronously and in isolation, so dragged cells cannot be coalesced — the range form is how a column becomes one call. The "field" pair is required here: a per-row two-column table has nowhere to spill. Use a full column per input (A2:A100, not A2) — a single-cell reference is read as row 1 only and the rest of the column comes back blank.

In Excel, type the formula once and fill down — no range form and none needed, because its runtime is asynchronous and the add-in coalesces the calls a fill produces into a single batched request. Do not hand VERVE.CALL a range: Excel flattens it into positional arguments, so A2:A100 arrives as a hundred separate arguments and the cell reads #ERR rather than filling.

Either way, column A holds your url values and the answers land beside them, one row each, blank rows skipped.

When a cell doesn't fill

A failed lookup returns readable text starting with #ERR rather than a spreadsheet error, because Excel cannot show a custom message on a real error — you would get a bare #VALUE! with no reason. The trade-off is that IFERROR() will not catch it; test with LEFT(cell, 4) = "#ERR" instead. Error handling covers the rest.

Cell readsWhat happened
#ERR Not connectedNo API key saved. Open the side panel and connect your account.
#ERR Replace <name> with a cell or valueA preview formula was copied as-is. Swap the placeholder for a cell reference.
#ERR No "x" in linkscraperAn option name this source does not take. The message lists the ones it does.
#ERR No data point "…"The "field" path is not in the response. Check it against the table above.
#PREMIUM(field)The field exists but your plan does not include it.
#ERR Out of creditsThe cycle's credits are spent. Usage resets on your billing date.

Before the formula works

The add-in reads the API key you saved once in the side panel — the key never goes in the formula, so a shared sheet does not leak it and a collaborator without access simply sees the last calculated values.

  1. Install the add-in for Google Sheets or Excel.
  2. Open the side panel and sign in, or paste a key from your dashboard.
  3. Type the formula above into any cell.

Use cases

Site Architecture Audits
Crawlers inspect internal navigation paths and anchor text across catalog pages to detect orphan URLs and track link equity distribution.
Dead Link Discovery
Run published articles through the scraper to catch external links, resolve relative URLs, and forward destination targets to status checkers.
Competitor Footprint Mapping
Growth analysts feed rival blog posts into the endpoint to inventory citation targets and detect outbound partner referrals.
Web Archival Pipelines
When archiving resource directories, extract all outbound destinations and clean anchor text before caching document references.

Other ways to use Scrape Page Links

Set up Scrape Page Links on VerveSheets, or reach the same source a different way. Your VerveSheets account and credits work on all of them — one key, one balance.

Call it as a REST APIOne HTTPS endpoint and an x-api-key header, with SDKs for Node, Python and .NET.APIVerve →Reference →
Give it to an AI agentConnect over MCP and your agent calls it as a native tool — Claude, Cursor, ChatGPT.VerveKit →Reference →
Ground an agent on itA cited, machine-checkable fact your model can't produce on its own.VerveContext →Reference →

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