Make Instagram Templates Scraper

Detail

This workflow automatically visits a target webpage, repeatedly loads more data until a limit is reached, extracts structured information, and saves it in a CSV file. It solves the inefficiency of manually scrolling, clicking, and copying content by enabling automated large-scale data collection. Automation delivers value by saving time, reducing human error, and ensuring consistent and scalable data extraction.

Purpose of the Workflow

Key Benefits of Using Instagram Templates Scraper

⏱ Save Time and Effort

Automates scrolling and “Load More” clicks on Make.com.
Extracts dozens or hundreds of Instagram templates in minutes.
No more manual browsing or copy-paste tasks.

📊 Structured, Ready-to-Use Data

Captures each template’s title, description, and direct URL.
Exports clean outputs in CSV, Excel, JSON, or XML.
Instantly usable for reports, dashboards, or knowledge bases.

🔍 Insights into Automation Trends

Identify the most popular Instagram automation scenarios (e.g., posting, analytics, social engagement).
Track changes and new templates added to Make.com over time.
Spot gaps where new automation workflows could be created.

🤝 Designed for Everyone

Non-technical users: One-click run, zero coding required.
Consultants & professionals: Curated template libraries for client advice.
Analysts & researchers: Datasets for market or competitive benchmarking.

Who Should Use This Scraper

Marketing Consultants: Build curated Instagram automation template lists for clients.
Data Analysts: Monitor growth of Instagram-related automation.
Business Owners: Discover ready-made workflows to streamline Instagram marketing.
No-Code Enthusiasts: Explore templates systematically instead of browsing manually.

Make Instagram Templates Scraper Inputs, Outputs, and Capabilities

Input Parameters

Parameter Name	Required	Description	Example URL
make_templates_URL	Yes	Target Make.com template category	https://www.make.com/en/templates/instagram
maximum_templates _results	No	Maximum number of templates to scrape	20

Output Data

The workflow produces structured results including:

Basic Info: Template title, description, URL
Metadata: Record index, extraction time, workflow status

Supported Formats: CSV, Excel, JSON, XML

Capabilities

Auto-scrolls the page
Clicks “Load More” until limit reached
Extracts title, description and links from each card
Exports data into multiple formats for direct use

How to Build Make Instagram Templates Scraper Workflow: Step-by-Step

Step 1: Parameter Setup

Target URL:
Default → https://www.make.com/en/templates/instagram
Maximum Templates Results:
Example → 20, 40, 60

Input Example:

make_templates_URL: "https://www.make.com/en/templates/instagram"
maximum_templates_results: "20"

Step 2: Page Visit & Navigation

Opens the Instagram template page.
Prepares for data extraction.

Step 3: Loop and Collect Data

Outer Loop:

Runs until reaching maximum_templates_results.
Maximum cycles: 10 (configurable).

Inside the Loop:

Scroll Page → Brings “Load More” button into view.
Click Element → Clicks “Load More” to fetch additional templates.
Extract Data → Captures template title, description, and link.

Step 4: Export Data

Choose output format: CSV / Excel / JSON / XML
Enable “Output as a file” for direct download.

Step 5: Publish & Run

Click Publish → Save the workflow.
Go to Run → Adjust parameters (if needed).
Click Start → The scraper will scroll, click, and extract templates.

Download the Results:

After execution, download the structured file with all collected templates.

output data example:

title	link	description
Auto-reply to new comments in Instagram	https://www.make.com/en/templates/4925-auto-reply-for-new-comments-in-instagram	Every time you receive a new comment on Instagram, Make will automatically create a reply.
Create engaging Instagram posts with ChatGPT's image generation and text completion	https://www.make.com/en/templates/13439-create-engaging-instagram-posts-with-chatgpt-s-image-generation-and-text-completion	Generate captivating Instagram posts by combining ChatGPT text and image creation. Automatically create and share engaging content on Instagram with this template.
Create a post in Instagram for new Google sheets rows	https://www.make.com/en/templates/4924-create-a-post-in-instagram-for-new-google-sheets-rows	Every time a new row is added to your Google Sheets spreadsheet, Make will automatically create a photo post to Instagram from a file from Google Drive. The template uses this example spreadsheet.
Manage Instagram comments with ChatGPT for automated responses	https://www.make.com/en/templates/13303-manage-instagram-comments-with-chatgpt-for-automated-responses	Automatically respond to Instagram comments using ChatGPT. New comments trigger AI-generated replies, enhancing engagement and customer interaction on Instagram.
Collect influencers' followers, follows, posts count, and average likes count on Instagram and TikTok	https://www.make.com/en/templates/15519-collect-your-competitor-s-followers-count-on-tiktok-and-instagram	Works for both Instagram and TikTok. Add a list of profiles to scrape. Get followers count and new followers count. Get follows count and new follows count. Get posts count and new posts count. Get average like count per 10 latest posts.
Extract comments from Instagram, Facebook and TikTok, and collect them into Google Sheet	https://www.make.com/en/templates/15492-extract-comments-from-instagram-facebook-and-tiktok-and-collect-them-into-google-sheet	Paste a list of posts to scrape from Instagram, Facebook, and TikTok and collect the comments. The comments will be sorted from the newest; you can also include replies.
Create Instagram posts with photos using ChatGPT API call module and prompt for captions	https://www.make.com/en/templates/14811-create-instagram-posts-with-photos-using-chatgpt-for-captions	Keep your social media content fresh with this template. Generate engaging Instagram posts by using ChatGPT's make a call module and a prompt to create captivating captions for your photos, then publish them via Instagram Business.

Quick Start Guide: How to Use Make Instagram Templates Scraper in One Click

Don’t want to build it from scratch? Use our pre-built template for instant setup.

Create a Free BrowserAct Account → 30 seconds with your email.
Open Template → Visit Make Instagram Templates Scraper.
Configure Parameters:
1. make_templates_URL → Default is Instagram templates page.
2. maximum_templates_results → Choose your limit.
Run Workflow → Bot scrolls and extracts automatically.
Download Your Data → Export results as CSV/Excel/JSON/XML.

Common Scenarios

📈 Market Research

Use Case: Marketing team wants to understand how Instagram automations are being used on Make.
Benefit: Identify common automation categories like posting, analytics, and messaging.

🥇 Competitor Research

Use Case: Consultants compare Instagram template coverage between Make, Zapier, and n8n.
Benefit: Benchmark depth and diversity of available workflows.

💼 Business Operations

Use Case: Agencies offer curated lists of Instagram workflows to clients.
Benefit: Accelerate onboarding and show pre-built automation solutions instantly.