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indexaction VS mlsql

Compare indexaction VS mlsql and see what are their differences

indexaction

Check in bulk whether your backlinks are indexed by Google, on any domain, with no Search Console access and no CAPTCHA. Plus keyword rank tracking. Free credits to start.

Rating
0 reviews
Pricing
Freemium $5 (1,500 credits, no subscription)
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Alternatives Is it good?
mlsql

Infer SQL queries from plain-text questions and table headers.

Rating
0 reviews
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Alternatives Is it good?
happySEO
Create ai humanized SEO content tailored for ecommerce and small businesses with HappySEO tools. From ai writer to keyword research and analyze tools. sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

Based on our record, mlsql seems to be more popular. It has been mentioned 2 times since March 2021.

social mentions
0 vs 2
SEO popularity
100% vs 0%
alternatives listed
9 vs 1

Base details

Website, pricing, platforms and company facts side by side.

indexaction
mlsql
Website indexaction.com github.com
Pricing
Freemium $5 (1,500 credits, no subscription) Official pricing
—
Platforms
Web REST API
—
Company 2026 —
Listed in
SEO Backlink Checker Website Indexing Indexing Rank Tracking +2
Education LMS Online Learning Web App +1

About indexaction and mlsql

In their own words, as submitted to SaaSHub.

indexaction
mlsql

You bought 200 backlinks. How many of them are actually in Google's index? Search Console can't tell you — it only covers sites you've verified, and those aren't yours. indexaction checks up to 1,000 URLs per batch and returns one verdict per URL: indexed or not. It works on any domain, needs no...

Read more about indexaction

No description of mlsql yet.

Features and specs

What each product offers, as listed by its team.

indexaction 10 features
mlsql 0 features
  • Bulk index check
    Up to 1,000 URLs per batch, one Indexed / Not indexed verdict per URL
  • Works on any domain
    No Search Console access needed, so it checks backlinks on sites you don't own
  • No Captcha
    Checks run server-side; you never solve a CAPTCHA
  • Scheduled re-checks
    Daily, weekly or monthly, with newly indexed and dropped URLs highlighted
  • Keyword Rank Tracking
    Google position by market and device, down to the top 100, checked daily
  • Rank-drop alerts
    Desktop and mobile alerts when a tracked keyword falls
  • Export
    CSV and Excel with per-URL verdicts and summary counts
  • REST API
    Create checks and read results from your own system with an API key
  • Pay as you go
    1 credit = 1 URL; credits never expire
  • Free Tools
    No-signup index checker (10 URLs), rank checker, sitemap extractor, robots.txt tester

No features have been listed yet.

Analysis

An editorial look at what each product does well and who it suits.

indexaction
mlsql

No analysis of indexaction yet.

Overall verdict

  • MLSQL is a solid open-source unified platform that blends SQL with machine learning, making data engineering and ML workflows accessible through a single, declarative language. It's a good choice for teams looking to streamline big data and ML pipelines without switching between multiple tools.

Why this product is good

  • It unifies data processing and machine learning under a single SQL-like syntax, lowering the learning curve for data teams.
  • Built on top of Apache Spark, it leverages a proven distributed computing engine for handling large-scale data.
  • Open-source and actively developed, allowing customization and community-driven improvements.
  • Supports the full ML lifecycle including data preprocessing, training, and deployment within one workflow.
  • Reduces the need to context-switch between separate ETL, analytics, and ML tools.

Recommended for

  • Data engineers and data scientists who prefer SQL-centric workflows
  • Teams working with big data on Apache Spark
  • Organizations wanting to unify ETL and machine learning pipelines
  • Companies seeking an open-source alternative to fragmented ML tooling
  • Analysts looking to build ML models without deep programming expertise

Videos

Walkthroughs and reviews on video.

indexaction 1 video + Add
mlsql 0 videos + Add

indexaction — check if your backlinks are indexed by Google (bulk, no CAPTCHA)

No mlsql videos yet. You could help us improve this page by suggesting one.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
indexaction
mlsql
100% 100%
SEO
0% 0%
0% 0%
LMS
100% 100%
100% 100%
Indexing
0% 0%
0% 0%
Education
100% 100%

Questions & Answers

As answered by people managing indexaction and mlsql.

What makes your product unique?

indexaction's answer

It checks whether a URL is in Google's index on any domain, including sites you don't own, which Search Console can't do. You paste up to 1,000 URLs and get one clear verdict per URL, with no CAPTCHA and no subscription.

Why should a person choose your product over its competitors?

indexaction's answer

Most index checkers either sell a monthly plan or bundle checking with an "indexer" that promises to force pages into Google. indexaction only reports the truth: indexed or not. You pay per URL checked, credits never expire, and the same credits also track keyword rankings. There are 10 free checks with no signup, so you can try it before creating an account.

How would you describe the primary audience of your product?

indexaction's answer

SEOs, link builders and agencies who buy or build backlinks and need to know which ones Google actually indexed, plus site owners who track their keyword rankings without paying for a full SEO suite.

What's the story behind your product?

indexaction's answer

Checking whether backlinks were indexed meant typing site: queries into Google one at a time, and hitting a CAPTCHA every few minutes. Search Console couldn't help, because the links sit on other people's sites. indexaction automates that check in bulk and returns a plain verdict per URL.

Which are the primary technologies used for building your product?

indexaction's answer

Django, Django REST Framework, Celery, PostgreSQL and Redis on the backend; React 19, Vite and Tailwind CSS for the app; Astro for the website; Cloudflare in front.

User comments

Share your experience with using indexaction and mlsql. For example, how are they different and which one is better?

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Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

indexaction 0 mentions
mlsql 2 mentions

Tracking indexaction since Sep 2026.

  • Download the files from Docker Container and locally edit them
    I am working on a project that requires me to take user input (as English) and return SQL queries. We will eventually be working with multiple datasets, which is why the valuenet over at https://github.com/paulfitz/mlsql ended up being... Source: almost 5 years ago
  • Clone and edit Docker Projects hosted on Github
    I found this great resource here: https://github.com/paulfitz/mlsql. Source: almost 5 years ago

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