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Anjali Kaikini
February 28, 2025
7
min read

Analytics for SaaS Marketing: What, Why, and How

Anjali Kaikini
February 28, 2025

Gone are the days of ready-made, standardized marketing campaigns and gut-feel decision-making. When it comes to analytics for GTM teams, you need reliable, accurate data and most importantly, you need it in near real-time. In other words- is it the most up-to-date and can you rely on it to make immediate decisions?

Success hinges on data. And to make more informed decisions and optimize your marketing efforts, you need to get into the depths of the analytics for your SaaS business and how marketing investments are returning.

Let's break down the what, why, and how of SaaS marketing analytics to boost conversions across the funnel and maximize ROIs.

What is SaaS Marketing Analytics?

SaaS marketing analytics corresponds to the tools and processes that SaaS companies use to collect, analyze, and interpret their prospect data. But with the sheer volume of data available how do you extract actionable insights to drive growth?

As SaaS tech evolves, so should the way we analyze marketing.

When SaaS Analytics Meets AI

SaaS data analytics, paired with AI agents, are reshaping the way SaaS companies approach marketing. While there are plenty of tools for analyzing your customer data, AI can take your marketing to the next level. And this is where we come.

MarkovML is a robust, easy-to-use, AI-powered platform built specially with GTM teams in mind. Think of us as your personal data scientist, leveraging AI, ML, and automation to improve your operational efficiency.

Why Today’s SaaS Analytics is Broken

Drowning in data but not getting any answers?

GTM teams, marketers, and CMOs struggle to have a single source of truth for their data. With messy and cluttered pipelines, scattered feedback, disconnected tools, and manual content workflows, a lot of time and effort is spent on repetitive, low-value tasks.

Tools like SEMRush, Ahrefs, etc., provide a goldmine of data, but analysis takes a toll on the marketer to know where to get started with top-of-funnel campaigns and how to drive traffic.

Consider these questions:

  • What if you could instantly find out what your competitors are up to and how they drive traffic?
  • What if you could effortlessly analyze sales calls and identify key themes and objections?
  • What if you could extract insights from your marketing data at the click of a button?

All this (and more!) is possible with the right AI solution.

Introducing Data Insights by MarkovML: The One-Stop Solution for All Your Analytics Needs

MarkovML’s Data Insights has an easy-to-use, no-code interface that makes data interaction a breeze. Just upload/connect your data, and chat! It’s that simple.

The app allows you to query your data with plain English text, text + SQL, and pure SQL queries. You can filter your data, perform calculations, extract summaries, and generate charts within seconds–no technical skills required.

Whether you are a marketer, project manager, or data analyst, MarkovML’s Data Insights is built for you. Connect your desired data and instantly analyze it for insights to make decisions that impact how your sales and marketing teams operate and prioritize.

How to Use Data Insights by MarkovML

Here’s how you can analyze your SaaS marketing data:

1. Click here to get started with Data Insights.

2. On the ‘Data Insights’ page, click on ‘Start a new chat’.

3. You can now either choose to upload a new dataset (CSV, XLS, XSLX, TSV) or connect to any of the supported integrations (Snowflake, Postgresql, or a previously connected/uploaded data source).

SaaS Marketing Analytics: Connect your dataset

4. Once your dataset is connected, the app takes you to the Data Insights interface, where you can view your data on the left, and interact with it on the right.

MarkovML Data Insights preview

5. To query your data, just type your question in the chat box. The app automatically processes this query to provide you with the relevant results.

Chat with your marketing data

6. To further help with analyzing SaaS marketing data, the Data Insights app can also create tables and charts.

SaaS Marketing Analytics: create graphs and charts

7. To improve your data visualization, you can even change the chart type!

MarkovML Data Insights: Change chart type

8. The app also provides the functionality of downloading the data extracted, making it easier to showcase reports for smarter, data-driven decision-making.

Download extracted data to analyze SaaS marketing

9. For more complex querying, MarkovML’s Data Insights has the capability to switch the query modes.

Text-based queries; Apart from the text-based queries, there are 2 others to choose from:

Change query mode

Text-SQL mode converts your text-based queries to SQL, which you can further edit before execution.

Text to SQL queries to analyze SaaS marketing

SQL mode requires complete SQL queries, which is ideal for advanced users and data experts.

Marketers - It's Time to Take Action

With the help of AI for SaaS marketing analytics, change the way you optimize campaigns and drive measurable results.

At MarkovML, we are passionate about helping GTM teams succeed. Our no-code platform makes it easy to extract the right insights faster, so you can unlock your team's full potential.

Cut through the noise with smarter decision-making. It's time to transform your SaaS marketing analytics. Get started with MarkovML's Data Insights today!

Anjali Kaikini

Content and Marketing Specialist

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