Instagram Scrapers are very helpful to get the industry’s latest insights and get followers’ data on Instagram, basically an essential tool to elevate your marketing strategy. This article ranks the 5 best Instagram Scrapers available in 2023 and selects the top 3 picks for you.
Best for Instagram
For all social media platforms including Instagram, LinkedIn, Twitter, and TikTok. The best option for scrapping.
Scrape Instagram public data: Followers, emails, photos, comments, name, account, avatar… Everything.
Need a tool to extract some important information on Instagram?
Here is the kicker: use a scraper.
Scraping Instagram Data is the best thing to set up targeted campaigns on the visual app.
You can peep into data users like email or phone numbers to generate targeted leads.
Want more sophisticated data?
Import some competitors’ data and market trends to see the industry’s current situation.
It helps you to be aware of what strategies you must run on Instagram.
And target the audience accurately & precisely.
If you’re here for that, you have come to the right place.
Here are the top 5 Instagram Scrapers in 2023
To help you extract key data from the photo-sharing platform.
5 Best Instagram Scrapers in 2023
Today, plenty of scrapers are available in the market.
But to select the most reliable ones, you need expert recommendations for the best choices.
These are the best web harvesting software for your Instagram account in 2023.
Now, let’s get to know each one of them.
1. Smartproxy – Top Choice Instagram Scraper
The Best Instagram Scraper available for everyone in 2023 ($50/month)
Best Instagram Scraper with easy integration
Largest proxy pools. Easy to integrate and produce high-quality results. With affordable pricing, scrape any Instagram data. The #1 Top scraper for Instagram
Our first top recommendation is Smartproxy.
With their FIRST dedicated Social Media Scraping API, you can easily automate web scraping of Instagram data,
From profiles, usernames, posts, photos’ URLs, or hashtags!
This way, you can collect any data you want, including your target influencers.
With a single API call, you can get structured public data from social media platforms like Instagram and TikTok with a flawless success rate.
What’s so unique about this Social Media Scraping API?
1. You can scrape various data points – Scrape Instagram and TikTok profiles, followers/following count, usernames, posts, photos, hashtags, reels, sounds, videos…
and more. The possibilities are just crazy.
2. You’ll get results in one API request – Send only one request to get data in raw HTML or structured JSON.
Smartproxy will take care of proxies, fingerprints, CAPTCHAs, and data parsing – you pay only for successful results.
You can freely choose from the existing 40+ million proxy high-quality residential IPs in 195+ locations worldwide provided by Smartproxy.
Collect data in real time and get the results in raw HTML.
No worries, Smartproxy won’t bother you to insert CAPTCHA for verification.
The tool also provides a ready code for you to scrape data with Python or Node.js.
The premium plans are also very affordable compared to other tools.
Smartproxy offers 3-day free trials for all the scraping products – up to 3k requests during the period
Or you can use our exclusive discount code, INSG20.
Use it and get a 10% discount.
- 40M+ high-quality residential IPs with an average speed of <0.5 sec
- No CAPTCHAs are needed for the integration
- Gather data without blocks in real-time
- Highly scalable
- Synchronous & asynchronous requests
- Easy integration
- Browser fingerprints
- Headless scraping
- Proxy integration
- API playground
No wonder why they are my #1 😉
Smartproxy offers various plans for its subscribers.
You can enjoy the features based on your needs according to the package.
You can access all the premium features on any plan, the only difference is the number of requests you run.
Here is the full price list to use their Social Media Scraping API:
- Lite $50/month: 25k requests
- Basic $100/month: 100k requests
- Standard $250/month: 275k requests
- Solid $500/month: 625k requests
Can’t see the benefits of using Smartproxy?
Try the 3-day FREE trial and enjoy 3k requests during the trial.
See for yourself how worthy the tool is.
2. Bright Data – Scrape All Instagram public data
The Easiest Instagram Scraper to use available for everyone in 2023 (Free-$5)
Easiest Instagram Scraper so far
High-quality results, flexible payment options, and affordable pricing are what describe this software. Literally, this is the simplest option ever for a business on Instagram to extract the required data.
I have never been happier with a scraper before until I know Bright Data.
How can’t I? With only $5, you can import up to 1000 page loads.
That’s very affordable to scrape public data the Instagram.
Use this exclusive promo code INSG25 to get an immediate 7-day free trial + a free $25 coupon upon depositing $25.
Bright Data is the largest web data platform that provides any data treatment.
Like a proxy provider, SERP API converter, data collector, and more.
The data collection is fast, the structuring is customizable & seamless, and no code is needed.
Bright Data supports data extraction from Instagram through web platforms.
The data later will be provided in Microsoft Excel.
You can harvest a good number of Instagram profiles, posts, and hashtags.
Bright Data provides powerful tools for any business size.
If you need zero infrastructure and need to scrape Instagram data at scale,
Bright Data is the easiest choice ever.
- Fast data collection & personalized data structuring
- JSON, CSV, HTML, and Microsoft Excel file report
- Adapting code to match the website page structure
Bright Data also offers individual plans if you have high volumes.
But you can try their pay-as-you-go plan for only $5 and give a try.
Here is the full price list:
- $5: 1000 page loads
If you still doubt this tool, you can try their 7 DAYS FREE TRIAL + $25 OFF by using our exclusive promo code INSG25
And see if it exceeds your expectations.
3. PhantomBuster – Instagram Lead generation Scraper
Best Web Harvesting for Instagram lead generation (Free-$59)
Best Instagram Scraper for marketing
If you need a powerful tool to collect data for your Instagram marketing strategy, this tool is worth trying. It lets you manage the list of potential customers from lead generation, automate sales, & measure campaign results. The plan is also affordable for individual use.
PhantomBuster might be the one you’re looking for
If you need a powerful tool to collect leads on Instagram & manage the list of potential customers.
Not only on Instagram, but PhantomBuster also works for other major social platforms
Twitter, Facebook, LinkedIn, and more.
This is an all-in-one tool to harvest & automate your Instagram account.
PhantomBuster is straightforward and focuses on data-collecting services.
The automation can help you to get auto-like, comment, and follow,
While web scraping can generate more potential & quality audiences into your account.
No need to build from scratch, you can directly use the no-code scraping tool.
- Scrape Instagram automatically
- Extract hashtags, profile URL, username, etc. from your Instagram followers.
- Instagram Auto-follow, like, and comment
- Extracted data provided in Excel or Google Sheets.
PhantomBuster pricing plan is the one you’re looking for.
It’s affordable and provides Free Trial for those who want to test the features.
Check the price list below.
- Free Trial: 2 hours execution time, 5 slots
- Starter $59/month: 20 hours/month, 5 slots
- Pro $139/month: 80 hours/month, 15 slots, priority support
- Team $399/month: 300 hours/month, 50 slots, priority support, dedicated expert
If you prefer a tool that focuses solely on scraping services,
PhantomBuster is a must on your list.
4. ScraperAPI – Super Fast Instagram Scraper
High-speed Instagram Scraper (Free-$49)
Instagram scraper with great speed connection
This software might be the one you’re looking for if you are in need of scraping Instagram data quickly. The high-speed connection supports the rendering, plus the rotating proxies available help you speed up the process.
Do you need an alternative to block the bot detection and extract Instagram data safely?
Scraper API might be the best answer for you.
You can use the best rotating proxies for you to roam around Instagram and extract any data.
Trust me, it won’t take a long time for you to do so.
All these supporting features make the scraping process as easier as ever.
It’s easy to use and supports batch downloading of posts.
So, you can quickly collect all of the latest posts from multiple accounts in one go.
Also compatible with the latest version of Chrome.
This software is definitely your go-to choice if you need fast data harvesting, securely.
- Rotating and premium proxies
- Reports in a txt file
Premium plan is quite affordable, especially for Startups.
- Free Trial: 1000 API calls
- Freelance $49/month: 100k API credits, 1 concurrent request
- Startup $99/month: 1000k API credits, 10 concurrent requests
- Business $249/month: 2500k API credits, 40 concurrent requests
- Enterprise $999+/month: 12500k API credits, 200 concurrent requests
This tool offers a reasonable price for its features.
Try it out now, if not test on the Free Trial of 1000 API calls.
5. ScrapingDog – Web Scraping API
Efficiently extract valuable data from the web ($30)
This tool focus on the inefficient process of managing browsers and proxies so that you can focus on collecting data from any website without getting blocked.
Along with the general web scraping API, this scraper also provides dedicated Linkedin Scraping API, Google Search API and we can also help you prepare a dedicated script for collecting data from any website.
Now let me explain in detail what you can do with Instagram Scraping tools.
Let’s dig in.
What is Instagram Scraping?
Instagram scraping means gathering or downloading public information like profile name, number of followers, comments, photos, content, and more data available on the visual app.
While the tool, Instagram scraper, allows you to scrape or download data from a user’s profile page, hashtag page, or any place on Instagram.
Extracting data using an automation tool is actually not so-obeying the Instagram Term of Use.
The photo-sharing platform has enhanced its technology to develop anti-bot
Detecting crawlers, scrapers, and other automated bots accessing the app.
However, many users still extract data anyway.
Admit it or not, scraping is beneficial to set an accurate Instagram marketing strategy.
While it seems not really legal on Instagram’s side,
Web scraping is actually allowed in the US.
Important note: always use a proxy when doing the harvesting process.
It will prevent your IP to be banned by Instagram and bypass the anti-bot system.
I explain all the differences in this article if you want to learn more about VPNs or Proxies for Instagram.
How does Instagram Scraping Work?
The tool or program you have created will run the data extraction based on your command or keywords.
Whether you want to compile data through hashtags, comments, or collect data from users, etc.
For example, you insert a command to gather emails from users that has <2000 followers.
The software then extracts the data and saves it in a CSV or Excel file, depending on the tool.
There are many ways to scrape Instagram data: by making a scratch program on Phyton
Or using an Instagram Scraper.
Follow this guide to extract data from Instagram.
Doing the latter is more efficient if you are not that passionate IT guy.
“Is that the only thing I can gain from installing an Instagram Scraper?”
No, there is a lot more. Check this out.
4 Reasons to Use an Instagram Scraper
An Instagram scraper indeed can help your data harvesting easier,
Plus protect your not-so-legal action from the visual app’s block list.
Once you gain the data, turn the numbers into helpful insights.
And now you can use many tools, including ChatGPT to Automate your scraping.
And not only for Instagram.
But let’s go back to our main priority here.
Here are more benefits of having an Instagram Scraper for your screen scraping.
1. Instagram Scraper helps streamline lead generation
If you run a business on Instagram, one of your goals must be lead generation.
Instagram scraper can shorten the process by gathering the information in a one-time collection.
By targeting the audience, you can reach out to them and convince them to be potential customers.
2. Update what’s your competitor doing with an Instagram Scraper
Screen scraping can help you update with market trends, yes.
Collect data from your competitors,
See what they are doing and learn what you can bring to the table.
Use the information to update your services for your customers.
Trust me, it will lift your business like crazy.
3. Instagram Scraper can be used to backup data for a site migration
By collecting important information,
You actually do a double job by backing up your data if anything happens in the future.
Especially if there are some changes,
backup data is very helpful to prevent any data loss.
4. A Scraper is the best to develop your Instagram marketing strategy
This is the ultimate benefit of an Instagram scraper.
The thing you can do with the software like select quality audience leads,
Analyze users’ comments under a specific post,
Or even download followers’ information that you could engage with,
Can actually help you to create a more accurate marketing strategy on Instagram.
Important data like how people see your brand, how people react to competitors’ new product teasers, and more
Can help you decide on what kind of campaign you should run and what kind of users you should attract.
Can I scrape Instagram data with Python on Github?
As long as you can operate Phyton and make the program from scratch, then you’re free to go.
Take note that you should do it on a web application since it is the one that can be replicated.
Then you must render it and use headless browsers.
There is more than 300+ public repositories matching “Instagram Scraper” On Github
Choose wisely as Instagram has been making it harder and harder to scrape data in 2023.
Scrapers are often raising the InstagramLoginRedirectError either immediately or after just a few scrapes.
The thing is, you must understand fully how it works.
If you are a beginner at data extraction, I recommend using the already-made Instagram Scraper tools.
For efficiency and security.
Don’t risk your account a banning. Never.
Can I use Proxies instead to scrape Instagram data?
But some proxy providers might not work well for data scraping.
Some can proceed with web harvesting but it might not bring all the data you need.
Even proxies can be detectable on Instagram, no matter how good the quality is.
To bypass the anti-bot system, it’s better to use software that focuses on scraping services.
My best advice: use the best, scraping-focused tools
That also provides good rotating proxies to power up the security.
Our Advice: Use an Instagram Scraper to level up your Instagram marketing strategy in 2023
Scraping data might be questionable, but it’s very important for your growth strategy on Instagram.
It helps collect targeted quality information to define or answer a problem question.
Both from your own issue and the industry’s situation to check the market condition.
To run the process, an Instagram scraper is highly recommended if you can’t encode it on Github.
That’s okay, plus your job will be a lot easier, quicker, and safer.
This article just highlights the best parts of each software.
I suggest you do more research about the tool before actually using it.
You also need to make sure the features match your needs and your budget.
My ultimate tip: use the Free-Trial or pay-as-you-go option (for residential proxies only) to start
Check if the claims are not just claims and if it’s actually helpful for you.
But for me, the best tool possible for everyone: Smartproxy.
It’s easy to use, compact, has a flexible payment option and is ultra-secure.
You will get 3 days entirely for FREE + 20% OFF using INSG20
So give a try and you will get what you want from Instagram Data and way more.
Smartproxy’s proxy servers are also powerful and widespread around the world.
A perfect combination to harvest data safely on Instagram.
Do you want us to review another tool? Let us know in the comments section.
Note: Contact us here and contribute your thoughts if you think we miss something to talk about.
Is Instagram Scraping Legal?
How do you scrape followers’ data on Instagram?
Pick the method you want to run: installing an Instagram scraper or making a scraping program on your own. Once you decide, then set your goal, what kind of data you want to extract. After that, type the command or keyword on the software you are using, set the limit, and let it perform. Now you sit back and wait for the data to be delivered in CSV or Excel format.