Research, Analytics & Strategy

Most marketing problems are really measurement or strategy problems wearing a channel costume. A campaign looks like it is failing because conversions are double-counted; a budget looks too small because it is spread across five channels; a hire looks wrong because nobody defined what success meant. This category deals with the layer underneath the channels.

You will find practical guides to setting up GA4 and Google Tag Manager properly, building a UTM taxonomy that survives a growing team, and blending ad platform data with CRM outcomes so you have one source of truth. There are also plain answers to the commercial questions business owners ask before spending: what digital marketing costs in India, how to set a first budget, and whether a freelancer or an agency fits your stage.

The aim is fewer, better decisions. Each article gives the short answer first, then the reasoning and a checklist you can use with whoever runs your marketing — in-house, freelance or agency.

Articles

6 min read

Should you hire a digital marketing freelancer or an agency?

Hire a senior freelancer when you need one accountable expert who does the work personally, moves fast and costs less than an agency retainer. Hire an agency when you need many specialists in parallel, large production volume or guaranteed cover during holidays. Most businesses spending under roughly ₹10 lakh a month on marketing get more from a senior freelancer.

5 min read

How much does digital marketing cost in India in 2026?

In India, digital marketing is usually priced as a monthly management fee plus ad spend paid directly to the platforms. Management fees depend on scope, number of channels and seniority. My own current prices for every service are published openly on the pricing page, in INR and USD, so you can compare like for like.

6 min read

What should a GA4 setup include? A practical checklist

A reliable GA4 setup includes one clean tag installation (ideally through Google Tag Manager), a short list of key events that match business outcomes, consent mode, internal-traffic filters, a strict UTM naming rule, linked Google Ads and Search Console, and a dashboard that compares platform numbers with your CRM.

Frequently asked questions

Why does GA4 show different numbers from my ad platforms?

Each platform uses its own attribution window and model, and some report modelled conversions. GA4 applies one consistent model across channels, so totals rarely match.

How much should a small business spend on digital marketing?

Enough to reach statistical learning in one channel first. Concentrating a modest budget usually beats spreading it thinly across several platforms.

What should a marketing strategy include?

A clear target customer, the offer, the primary channel, the metric that defines success and a measurement setup that can prove it.

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