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ScrapeGraphAI Make integrationAutomate ScrapeGraphAI with Make.

Need web pages turned into data your other tools can use? The ScrapeGraphAI Make integration gives you 3 search modules that read the web for you. This page is for ops and marketing people who want results, and it walks you from connection to a first working scenario.

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What you can automate

What does the ScrapeGraphAI Make integration do?

The ScrapeGraphAI Make integration lets a Make scenario (the automation you build, a chain of modules) ask ScrapeGraphAI to read a web page or search the web, then hand the result to your next app. Each module is one brick of that chain, and ScrapeGraphAI brings three of them, all searches.

Structured data from a product or company page. SmartScrape from a website uses a language model to pull organized information out of a site, so a lead list or a competitor sheet fills itself instead of being copied by hand.

Answers backed by sources. SearchScrape a query looks across several web sources and returns an answer with the sources attached, handy when a researcher needs to check where a fact came from.

Readable page copies. Markdownify a website strips a page down to clean Markdown, a good fit for moving content into documentation or a knowledge base.

What Make does not give you here: there is no trigger, so something else has to start the scenario, and Make itself says its help page for this app is limited for lack of public information. When you get stuck, the Make troubleshooting guide and our Make review are good next reads. If you are still choosing a platform, see n8n vs Make.

Connect

How do you connect ScrapeGraphAI to Make?

  1. 01

    Add a ScrapeGraphAI module

    In your scenario, click the + and search for ScrapeGraphAI, pick any of its modules, then click Create a connection. The connection is your ScrapeGraphAI account linked to Make once and reused by every module of the app.

  2. 02

    Give the connection a name

    This step is optional, yet a clear name such as the account owner or the project helps a lot later, when several people build scenarios in the same Make organization and have to pick the right account from a list.

  3. 03

    Authorize and save

    Follow what the window asks: either approve Make on the ScrapeGraphAI page, or paste the key ScrapeGraphAI gives you. Then click Save and the module is ready to be filled in.

First scenario

Build your first scenario with ScrapeGraphAI

GoalWhen a new web address lands in another app, Make sends it to ScrapeGraphAI and passes the extracted data along.

  1. 01

    Create the scenario

    Open the Scenarios page, create a new scenario and click the + to add the first module. Since ScrapeGraphAI has no trigger, this first bubble belongs to the app that holds your list of web addresses.

  2. 02

    Pick the starting app

    Search that app, choose the module that returns new items, and link your account with Create a connection. Make then lists the sheets or objects it can read.

  3. 03

    Add SmartScrape from a website

    Click the + on the right of the first module, search ScrapeGraphAI and pick SmartScrape from a website. Connect your account, then map the web address from the previous module into it.

  4. 04

    Test with Run once

    Click Run once. Each bundle, one item passing from a module to the next, shows up in a bubble: check what ScrapeGraphAI sent back before going further.

  5. 05

    Schedule and switch it on

    Set the schedule on the first module, every 15 minutes by default, then switch the scenario on. Each module run counts as an operation on your Make plan.

Modules

What can ScrapeGraphAI do in Make?

ScrapeGraphAI gives you 3 modules. For each one: what it does for you, when to reach for it, and what to watch out for.

ScrapeGraphAI1

Markdownify a website

Search

In Make“Markdownify is our specialized service that transforms web content into clean, well-formatted markdown. It intelligently preserves the content’s structure while removing unnecessary elements, making it perfect for content migration, documentation creation, and knowledge base building.”

Get a tidy Markdown version of any web page: the headings and structure stay, the clutter around them goes. The output is ready to drop into a wiki, a doc tool or a writing assistant.

When to use it
you are moving an old help center into a new documentation tool and want the text without menus and footers.
Watch out
this module returns text, not fields, so pick SmartScrape when you need values in separate columns.
ScrapeGraphAI2

SearchScrape a query

Search

In Make“SearchScraper is our advanced LLM-powered search service that intelligently searches and aggregates information from multiple web sources. Using state-of-the-art language models, it understands your queries and extracts relevant information across the web, providing comprehensive answers with full source attribution.”

Receive an answer gathered from several web sources, with each source listed next to it. You ask a question, ScrapeGraphAI searches and summarizes, and the scenario gets something you can check.

When to use it
a sales team wants a short brief on each new prospect company, with links to verify the claims.
Watch out
as a search module it can return zero, one or several bundles, so plan what the next module does with each case.
ScrapeGraphAI3

SmartScrape from a website

Search

In Make“SmartScraper is our flagship LLM-powered web scraping service that intelligently extracts structured data from any website. Using advanced LLM models, it understands context and content like a human would, making web data extraction more reliable and efficient than ever.”

Turn one website into structured data: a language model reads the page the way a person would and hands back organized information. It is the module to reach for when a spreadsheet or CRM needs clean values.

When to use it
an online shop tracks competitor product pages and wants names and details in rows, not screenshots.
Watch out
you already need the exact web address; if you only have a question, start with SearchScrape instead.
Need help

Need help automating ScrapeGraphAI with Make?

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FAQ

ScrapeGraphAI and Make: common questions

01Is the ScrapeGraphAI Make integration free?
Yes, on the Make side. ScrapeGraphAI is a standard app, available from the Free plan like the 3,000+ other standard apps. The Free plan has limits you will feel fast: 2 active scenarios, at least 15 minutes between two scheduled runs, 5 minutes of execution per run, files up to 5 MB and 512 MB of data transfer. Paid plans drop the interval to 1 minute and remove the cap on active scenarios. What ScrapeGraphAI itself charges is outside the scope of this page.
02What do you need to connect ScrapeGraphAI to Make?
A ScrapeGraphAI account and a Make account. Make's documentation lists no specific prerequisite for this app and no official connection steps, so the generic path applies: add a ScrapeGraphAI module, click Create a connection, optionally name it, then either authorize Make on the ScrapeGraphAI page or paste the key the app gives you, and click Save. So you set it up a single time, on the first module you drop into a scenario, and the other two simply reuse it.
03Can ScrapeGraphAI trigger a Make scenario in real time?
No, because the app has no trigger module at all. You start the scenario another way. The simplest option is the schedule on the first module, set to every 15 minutes by default on a new scenario. The other option is to open the scenario with a trigger from another app, such as the tool where new web addresses are collected, and place a ScrapeGraphAI module right after it. How fast the scenario reacts then depends on that other app's trigger.
04What if a ScrapeGraphAI module is missing in Make?
It depends on what you need. The integration has exactly three modules and no Make an API Call module, so you cannot reach other parts of the ScrapeGraphAI service from Make with this app. Check first whether one of the three covers the job, since Markdownify, SearchScrape and SmartScrape answer quite different needs. If none does, look for another app in Make that fits, or ask our team for help on the build.
05Should you use Make or n8n for ScrapeGraphAI?
It depends on the platform your team already works in. On Make, ScrapeGraphAI brings three search modules and no trigger, and the app is available from the Free plan. Many apps also have an n8n node, so check whether one exists for ScrapeGraphAI before deciding. Pick the tool where the rest of your automations already live: keeping the scraping step next to the apps that use its results makes scenarios easier to follow and fix.