Software Alternatives, Accelerators & Startups

Apache Spark VS Ahrefs

Compare Apache Spark VS Ahrefs and see what are their differences

Apache Spark logo Apache Spark

Apache Spark is an engine for big data processing, with built-in modules for streaming, SQL, machine learning and graph processing.

Ahrefs logo Ahrefs

Ahrefs is a toolset for SEO and marketing. We have tools for backlink research, organic traffic research, keyword research, content marketing & more. Give Ahrefs a try!
  • Apache Spark Landing page
    Landing page //
    2021-12-31
  • Ahrefs Landing page
    Landing page //
    2023-10-11

Ahrefs is trusted by SEOs and marketing professionals worldwide as the ultimate toolset for SEO, powered by industry-leading data. Ahrefs crawls the web, stores tons of data and makes it easily accessible via a simple user interface. The data can be used to aid keyword research, link building, content marketing and SEO strategies. Ultimately, the tool helps to accelerate the growth of organic search traffic to a website.

Apache Spark videos

Weekly Apache Spark live Code Review -- look at StringIndexer multi-col (Scala) & Python testing

More videos:

  • Review - What's New in Apache Spark 3.0.0
  • Review - Apache Spark for Data Engineering and Analysis - Overview

Ahrefs videos

Ahrefs Review and Tutorial: Is This The Only SEO Tool You Need?

More videos:

  • Review - Ahrefs Review | FatRank Ahref Testimonial
  • Tutorial - How to Use Ahrefs Tool - Best Premium SEO Tools [2019]

Category Popularity

0-100% (relative to Apache Spark and Ahrefs)
Databases
100 100%
0% 0
SEO Tools
0 0%
100% 100
Big Data
100 100%
0% 0
SEO
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Apache Spark and Ahrefs

Apache Spark Reviews

15 data science tools to consider using in 2021
Apache Spark is an open source data processing and analytics engine that can handle large amounts of data -- upward of several petabytes, according to proponents. Spark's ability to rapidly process data has fueled significant growth in the use of the platform since it was created in 2009, helping to make the Spark project one of the largest open source communities among big...
Top 15 Kafka Alternatives Popular In 2021
Apache Spark is a well-known, general-purpose, open-source analytics engine for large-scale, core data processing. It is known for its high-performance quality for data processing – batch and streaming with the help of its DAG scheduler, query optimizer, and engine. Data streams are processed in real-time and hence it is quite fast and efficient. Its machine learning...
5 Best-Performing Tools that Build Real-Time Data Pipeline
Apache Spark is an open-source and flexible in-memory framework which serves as an alternative to map-reduce for handling batch, real-time analytics and data processing workloads. It provides native bindings for the Java, Scala, Python, and R programming languages, and supports SQL, streaming data, machine learning and graph processing. From its beginning in the AMPLab at...

Ahrefs Reviews

  1. Excellent for discovering low competition keywords

    I've enjoyed using Ahrefs to inform content creation due to their keyword explorer being so useful for finding low difficulty keywords. I do prefer the legacy version of their site explorer in comparison to the new format so I hope that they do not retire certain elements of the platform.

    🏁 Competitors: SEMRush

Comparing the Best Moz Alternatives for 2023
Ahrefs is undoubtedly one of the most potent Moz alternatives available on the market today. This powerful SEO tool offers comprehensive data and insights on backlinks, keywords, content, and more.
11 SE Ranking alternatives you must check out
A popular and highly regarded SEO tool, Ahrefs offers a wealth of features to help improve your website's search engine rankings and online visibility. Read on to learn about its features.
9 Best Moz Alternatives and Their Pros and Cons
Ahrefs prides itself on having an immense database with over 12.8 billion keywords, 13.4 billion indexed pages for content research, and 212.3 million domains in the backlink index. Some users, however, have pointed out potential inaccuracies in estimates and some difficulty in comprehending the data. Similar to Moz Pro, Ahrefs does not include features specifically tailored...
Source: seranking.com
Best SE Ranking Alternatives in 2023
Both Ahrefs and SE Ranking are powerful SEO tools that can help with various aspects of search engine optimization. SE Ranking has more total SEO features, while Ahrefs offers a larger set of keyword and domain backlink data for competitor analysis.
15 Best Moz Alternatives
So far, the pros outweigh and make Ahrefs one of the best Moz alternatives. But the biggest pain of using Ahrefs is their paid plans. Yes, the prices bite. So, we compiled a list of Ahrefs alternatives that will not burn a hole in your pocket.

Social recommendations and mentions

Based on our record, Ahrefs should be more popular than Apache Spark. It has been mentiond 111 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Apache Spark mentions (58)

  • How I've implemented the Medallion architecture using Apache Spark and Apache Hdoop
    In this project, I'm exploring the Medallion Architecture which is a data design pattern that organizes data into different layers based on structure and/or quality. I'm creating a fictional scenario where a large enterprise that has several branches across the country. Each branch receives purchase orders from an app and deliver the goods to their customers. The enterprise wants to identify the branch that... - Source: dev.to / 19 days ago
  • Shades of Open Source - Understanding The Many Meanings of "Open"
    In contrast, Databricks maintains internal forks of Spark, Delta Lake, and Unity Catalog, using the same names for both the open-source versions and the features specific to the Databricks platform. While they do provide separate documentation, online discussions often reflect confusion about how to use features in the open-source versions that only exist on the Databricks platform. This creates a "muddying of the... - Source: dev.to / 21 days ago
  • Groovy 🎷 Cheat Sheet - 01 Say "Hello" from Groovy
    Recently I had to revisit the "JVM languages universe" again. Yes, language(s), plural! Java isn't the only language that uses the JVM. I previously used Scala, which is a JVM language, to use Apache Spark for Data Engineering workloads, but this is for another post 😉. - Source: dev.to / 4 months ago
  • 🦿🛴Smarcity garbage reporting automation w/ ollama
    Consume data into third party software (then let Open Search or Apache Spark or Apache Pinot) for analysis/datascience, GIS systems (so you can put reports on a map) or any ticket management system. - Source: dev.to / 5 months ago
  • Go concurrency simplified. Part 4: Post office as a data pipeline
    Also, this knowledge applies to learning more about data engineering, as this field of software engineering relies heavily on the event-driven approach via tools like Spark, Flink, Kafka, etc. - Source: dev.to / 7 months ago
View more

Ahrefs mentions (111)

  • Ahrefs vs Semrush | Which One is Better
    Ahrefs is an online software suite used for SEO and content marketing. You can discover the most valuable keywords to target, see the content that's ranking for those terms, find link building opportunities, analyze your competitors' sites. The advanced application tracking system lets its users track search engine rankings and positions. - Source: dev.to / about 2 months ago
  • How to Identify Content Refresh Candidates, In Detail
    Next up, let's find articles ranking between 4 and 15.  To do this, you'll log into Ahrefs and use site explorer on the target site, navigating to "top pages."  Here's what that looks like for our property, makemeaprogrammer.com. - Source: dev.to / 6 months ago
  • I figured out about the backlinking strategy that you can apply to your SEO.
    Did you know that securing backlinks from industry giants like Ahrefs, SEMrush, Get First Page, and Search Engine Land can be a game-changer for your online presence? 📈💻. Source: 7 months ago
  • 2024 Google SEO Checklist: A List of Tips for Website Optimization
    Analyze competitors’ link configuration files (analyze and study competitors’ external link configuration, which can be detected through Ahrefs analysis tool);. Source: 8 months ago
  • Why My Domain Authority Dropped
    Even When I checked my site on https://ahrefs.com/ he shows approx 350 domain with high DA and PA. Source: 8 months ago
View more

What are some alternatives?

When comparing Apache Spark and Ahrefs, you can also consider the following products

Apache Flink - Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations.

SEMRush - All-in-one Marketing Toolkit for digital marketing professionals.

Apache Airflow - Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.

Moz - Backed by industry-leading data and the largest community of SEOs on the planet, Moz builds tools that make inbound marketing easy.

Hadoop - Open-source software for reliable, scalable, distributed computing

SE Ranking - All-in-One cloud-based SEO software for agencies, marketing teams and webmasters