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Get Data From the Web Into Your Automations

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For anyone who copies prices, news, CRM numbers or Reddit posts into a report by hand. You learn the four ways web data gets into an automation and the five parts of every HTTP request, then pull CRM data into Google Sheets with Coefficient, call APIs with n8n, read an API doc for bearer tokens, pagination and rate limits, catch webhooks, swap in a cheaper search API and replace Reddit RSS before it switches off.

Work through them in order: each step builds on the one before it, and every module runs in a practice copy of Stepthrough, Coefficient, n8n and Webhook.site right in your browser. It is free, and no experience is needed.

Intermediate 9 modules about 77 minutes Free Start the path free

The path: 9 steps

  1. Step 1: APIs vs Scraping vs RSS: Pick the Right Way to Get Web Data✓ Done Beginner

    Compare the four ways web data gets into an automation, read the five parts of an HTTP request, and pick the right source for news, CRM data and competitor prices.

    Free · about 7 minutes · Next up: Coefficient: Pull Live Pipeline Data into Google Sheets and Auto-Refresh It Daily

  2. Step 2: Coefficient: Pull Live Pipeline Data into Google Sheets and Auto-Refresh It Daily✓ Done Beginner

    A business case for sales managers who copy the team pipeline into the weekly report by hand: price the Monday copy-and-paste, then use Coefficient to pull the pipeline into Google Sheets, pick the columns and keep it…

    Free · about 12 minutes · Read the guide · Next up: n8n: Items, JSON and Expressions, Explained by Doing

  3. Step 3: n8n: Items, JSON and Expressions, Explained by Doing✓ Done Beginner

    See how n8n holds data: pin five fake invoices, read them as items, Table and JSON, then write one reminder per invoice and a late fee with drag-and-drop expressions.

    Free · about 9 minutes · Read the guide · Next up: n8n: Call Any API with the HTTP Request Node

  4. Step 4: n8n: Call Any API with the HTTP Request Node✓ Done Intermediate

    Connect n8n to any app with an API: GET a CRM's client list, filter it with a query parameter, then POST a note back using an expression. Free practice API, no key needed.

    Free · about 9 minutes · Read the guide · Next up: Bearer Tokens, Pagination and Rate Limits, in Plain Words

  5. Step 5: Bearer Tokens, Pagination and Rate Limits, in Plain Words✓ Done Intermediate

    Read an example API doc before you build: put the key in a bearer token credential, follow pagination past page one, and know what to do with a 401, 429 or 500.

    Free · about 8 minutes · Next up: What Is a Webhook? Send a Test and Watch the Data Arrive

  6. Step 6: What Is a Webhook? Send a Test and Watch the Data Arrive✓ Done Intermediate

    Point a plumber's website contact form at a free webhook tester, send a test and a real message, and watch the data arrive the moment it's sent.

    Free · about 6 minutes · Read the guide · Next up: Litescrape in n8n: Swap SerpApi for a Cheaper Search API

  7. Step 7: Litescrape in n8n: Swap SerpApi for a Cheaper Search API✓ Done Advanced

    Switch a weekly n8n competitor-price workflow from SerpApi to Litescrape's Google Shopping API: change the HTTP Request URL, move the key into a Bearer Auth credential, test it and check the sheet.

    Free · about 7 minutes · Read the guide · Next up: ProLevelMax in n8n: Keep Your Reddit Workflow Alive After the RSS Shutdown

  8. Step 8: ProLevelMax in n8n: Keep Your Reddit Workflow Alive After the RSS Shutdown✓ Done Advanced

    Reddit switches off its RSS feeds on November 13. Swap the RSS Read node in your n8n workflow for one HTTP Request node that pulls the newest subreddit posts from ProLevelMax, then let AI sum up what people are asking.

    Free · about 9 minutes · Read the guide · Next up: Get Alerted When an n8n Automation Fails, and Let It Retry by Itself

  9. Step 9: Get Alerted When an n8n Automation Fails, and Let It Retry by Itself✓ Done Intermediate

    A silent failure means a stale price sheet and wrong quotes. In n8n, build an error workflow that emails you, make a flaky step retry by itself, send its failures down an Error output, and retry a failed run from…

    Free · about 10 minutes · Read the guide · Last step

Frequently asked questions

Should I use an API or web scraping?
Use the official API whenever there is one, an RSS feed when a site offers it, and a pay-per-call data API for things like search results. Scrape only as a last resort: scrapers break when the page changes and are often blocked.
What is a bearer token?
An API key sent in the Authorization header as "Bearer" plus the key. Whoever holds it can use it, so store it in a saved credential and never put it in a URL.
Why does my API workflow only return 100 rows?
Most APIs return big lists one page at a time. Your workflow is only reading the first page. Follow the next page cursor or turn on the HTTP Request node's pagination option.

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How every module works

Each step is shown on the left, with a cursor pointing to exactly where to click. You do the same thing on the right, in a practice copy of the real tool. Get it right and it moves on. Nothing touches your real accounts until you're ready to build it for real.

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