01
Drag the graph
Add scrape, URL generator, store, and notify. Connect outputs to inputs. Save, then run.
HuluFlow · Capabilities
Drag four node types, discover fields, then run on a schedule in the cloud. Results land in datasets — and the same graph is API-ready.
Core
Five pieces that cover everyday collection — graph, fields, schedule, credits, API.
01
Add scrape, URL generator, store, and notify. Connect outputs to inputs. Save, then run.
02
Scrape nodes discover columns from a sample URL. Tick what to keep. Save scrape and notify as reusable nodes.
03
Hourly, daily, weekly, or once. Each run records node outputs so you can debug a step without guessing.
04
1 credit = 1 webpage request by scrape nodes. Saving the canvas is free.
05
Design in the browser. Trigger the same graph with a Bearer key when you automate.
How a run works
Editing, field discovery, and previews don’t bill. Credits deduct when scrape nodes request pages during a run.
Drop nodes, connect, save. Change anytime without spending credits.
Pull columns from a sample URL and tick what to keep for store and notify.
Once, hourly, daily, or weekly. Inspect each node’s output and request count per run.
Browse the dataset in the console, or trigger and fetch with a Bearer key.
Nodes
Connect them on the canvas. Runs consume credits by webpage requests.
In: a URL or upstream {url} items. Out: rows with the fields you selected.
In: none. Out: a list of {url} from a page range or a pasted list.
In: rows from scrape. Out: a dataset upserted by key fields.
In: new or changed rows. Out: email or webhook.
Day-to-day
Save scrape and notify nodes and reuse them on new graphs.
Debug missing pages or empty fields from per-node outputs.
Store dedupes on key fields so reruns don’t dirty the table.
Email or webhook on price/stock changes — not a full-table dump every time.
Reusable graphs
Start from a common layout. Save your own scrape and notify as presets in the console.
Graphs run in the cloud on your interval — even when your laptop is closed. Canvas, schedule, datasets, and API live in one product.
Next
Register for 20 credits / month. Validate fields first, then increase schedule frequency.