Recipe · Web scraping
List harvest
Opens each of this profile's rows in Scrape targets, reads the list page with the row's own selector, and files the items into Collected items — updating rows rather than adding them. The selectors are illustrative: every site draws a list differently, so expect to adjust the row selector once per source.
What it does
Walks this profile's sources, reads each list page with the row's own selector, and files the items.
It runs against one profile, through that profile's own proxy and with its own cookies — so the pages load the way that account's owner would see them. It navigates, so give it a profile whose session you are happy to have in use.
The 12 steps
The real tree, read out of the pack the launcher ships. Indentation is nesting: the steps under a loop run once per row, and the ones under a branch run only when the condition above them holds. Every {{…}} is a value filled in at run time — from the row being walked, from a setting on the run, or from the profile itself.
loadRowsLoad this profile's targetsLoad Scrape targets into rowsevaluateStamp the passRun scriptloopEach sourceLoop forEachEach time
setVarStart this source as unfinishedSet verdictgotoOpen the list pageGo to {{loop.item.url}}on failure: continuewaitWaitevaluateRead the listRun scriptevaluateWhat happened here?Run scripton failure: continuesaveRowsFile the itemsSave to Collected itemson failure: continuesaveRowsWrite the verdict backSave to Scrape targetson failure: continuescreenshotScreenshoton failure: continuewaitWaitEach of those is one of the step types on the automation reference, with the same fields the editor shows and the same fields an agent is handed over the local API.
The tables it uses
These load with the recipe. A dataset is a typed table your workspace owns — the columns are named and typed up front so the steps can address them, and every one of them is yours to rename, extend or fill from a file afterwards.
Scrape targets
readswritesOne row per source: its list page, the selectors that read it, the profile that reads it, and what the last pass found.
- label
- Label · text
- url
- URL · url
- row_selector
- Row selector · text
- link_selector
- Link selector · text
- profile
- Profile · profile
- status
- Status · select · Unchecked | Collected | Nothing matched | Blocked | Needs attention
- found
- Found · number
- checked_at
- Checked at · datetime
- notes
- Notes · longText
Collected items
writesWhat the passes write: one row per item, keyed so a re-run updates it instead of adding a second copy.
- row_key
- Key · text
- source
- Source · text
- title
- Title · text
- url
- URL · url
- detail
- Detail · longText
- collected_at
- Collected at · datetime
- profile
- Profile · profile
Re-running updates the row it already wrote rather than adding a second one. That is what the match column in the save step is for, and it is the difference between a status check and a table that doubles in size every pass.
Loading it
In the launcher, open Automations, choose Load a starter pack, and pick Web scraping. Untick anything you do not want. The tables land first, then the workflows, then a project called Collection that links them together.
What arrives is an ordinary automation row. Open it in the editor, change a step, rename it, delete it — nothing in the app treats it as special afterwards, and loading the pack a second time makes a fresh copy rather than overwriting the one you edited. Tables are the opposite: an existing table of the same name is reused and keeps its rows.
The rest of the web scraping pack
They load together, share the tables above, and land in one Collection project.
Target audit
Flags target rows that are missing a label, a URL, a row selector or a profile of their own. Opens no page.
One profile · Opens no page · The Scrape targets table
Warm up a session
Opens this profile's sources and reads them like a person — scroll, pause, scroll back — without collecting anything.
One profile · Its own proxy and cookies · The Scrape targets table
Paged harvest
Walks one list through its "next page" control, filing every page into the same keyed table.
One profile · Its own proxy and cookies · The Collected items table · 4 settings on the run