Case Study Organic & AI Search Senior SEO Manager · HT Media

How I Grew OTTplay from 386K to 9.86M Organic Users — and Built a Subscription Engine While Doing It

As Senior SEO Manager at HT Media, I led the SEO and content growth strategy for OTTplay — transforming it from a platform recovering from Google updates into a dominant search presence with 9.86M organic users, 10.2M Discover sessions, and 12,000 subscriptions acquired through organic search.

I led this work in-house as Senior SEO Manager at HT Media. I now run maxzob — specialising in Results-Driven Organic & AI Search growth.

Company

OTTplay · HT Media

Industry

OTT Aggregation

Role

Senior SEO Manager

Duration

Mar 2024 – Mar 2026

Results at a Glance

25.5×

Organic Traffic Growth

386K → 9.86M users

41.8×

Discover Traffic Growth

244K → 10.2M

12,000

Subscriptions Generated

Within 6 months

113K

Keywords Ranked

16K+ in Top 3

01 / Problem

The Starting Point

When I took ownership of OTTplay’s SEO at HT Media, the platform had been hit hard by Google’s core updates — losing significant rankings and organic visibility that had taken years to build.

Traffic recovery was table stakes. The real mandate: build an organic acquisition engine that reduces CAC and converts search intent directly into paid subscriptions. That’s a different problem — and a harder one to solve.

Starting Metrics

📉

Monthly Organic Traffic

386K

📊

Discover Traffic

244K

⚠️

Organic Acquisition Funnel

Weak

⚠️

Topical Authority

Limited

Core Challenge

Technical SEO issues impacting indexing and performance, combined with limited topical authority across key OTT queries — all while competing in a high-velocity, trend-driven content category.

02 / Strategy

The Growth System

A precisely sequenced three-pillar system — technical stabilisation first, then content-led authority at scale, then Discover domination. Each layer was designed to compound the one before it.

01
Technical SEO

Recovery Before Scale

Scaling content on a broken technical foundation is a budget leak. I audited and resolved every crawlability issue, Core Web Vital failure, AMP error, and indexing blocker before a single piece of new content went live.

🔍

GSC Issues

Fixed all errors in Google Search Console including crawl anomalies and coverage issues

Core Web Vitals

Resolved LCP, FID, and CLS problems across key page templates to meet Google’s performance thresholds

🗺️

Crawlability & Indexing

Improved crawl budget efficiency and fixed indexing blockers preventing content from appearing in search

📱

AMP & Mobile

Fixed AMP page errors and enhanced mobile performance and page speed for the dominant mobile traffic segment

02
Topic Authority

~2,000 Pieces Per Month

With a clean technical base, I built deep content clusters across every high-intent entertainment category — directing a team producing ~2,000 pieces per month to systematically own OTT search demand.

Content Cluster

OTT Movies & News

Content Types

Movie release dates

OTT availability

Reviews & ratings

Box office collections

Celebrity news

Example Queries

upcoming OTT movies OTT release date latest Malayalam OTT releases movie OTT platform
Content Cluster

Shows & Entertainment

Content Types

TV show updates

Episode releases

Celebrity gossip

Entertainment news

Example Queries

Bigg Boss updates Shark Tank India episodes Taarak Mehta updates
Content Cluster

Sports Authority

Content Types

Live event coverage

Match timings & OTT

Sports news

Score updates

Example Queries

IND vs PAK IND vs Australia cricket match live
Google Search — “ott shows”
OTTplay ranking #1 for 'ott shows' on Google
OTTplay ranking for “ott shows”
Google Search — “latest malayalam movies ott”
OTTplay ranking #1 for 'latest malayalam movies ott' on Google
OTTplay #1 for “latest malayalam movies ott”
03
Web Stories

Scaling Google Discover

I identified Web Stories as an underpenetrated format with outsized Discover upside and pushed aggressive scaling within the monthly content cadence. Discover traffic went from 244K to 10.2M — a 41.8× increase.

Before

244K

Monthly Discover Traffic

After

10.2M

Monthly Discover Traffic

41.8× growth

03 / Conversion

SEO-Driven Subscription Funnel

Traffic without conversion is a vanity metric. I engineered a dedicated conversion layer — purpose-built SEO pages that matched subscriber intent at every stage of the funnel and routed organic search directly into paid subscription CTAs.

Watch Online Pages

Capture transactional queries with direct subscription pathways

OTT Availability Pages

Content-to-platform routing for high-intent movie/show searches

Subscription Offer Pages

Deal-driven pages targeting price-sensitive subscribers

Coupon & Discount Pages

Capture bottom-of-funnel users comparing subscription options

Business Impact

12,000

subscriptions generated

within 6 months through organic alone

Subscription Intent Query Examples

watch movie online
watch tamil movies
watch telugu movies
watch gujarati movies
watch online free
OTT availability
watch hindi movies
latest OTT releases

Organic search → OTTplay content → Subscription CTA → Paid subscriber

google.com — “watch gujarati movies”
OTTplay ranking #1 for 'watch gujarati movies' on Google
OTTplay #1 for “watch gujarati movies” — driving subscription intent traffic
04 / AI Search

Earned Visibility in AI-Generated Answers

OTTplay content is cited inside Google’s AI Overviews and ranks #1 for the most competitive OTT queries. That isn’t luck — it’s the product of genuine topical depth at scale.

google.com — “raju weds rambai movie ott”
AI Overview
OTTplay cited in Google AI Overview for 'raju weds rambai movie ott'
OTTplay cited directly inside Google’s AI-generated answer
google.com — “ott”
OTTplay ranking #1 for 'ott' keyword on Google
OTTplay #1 for the ultra-competitive keyword “ott”

Why This Matters

AI Search Rewards Authority — Not Just Links

AI assistants cite a small number of trusted sources instead of listing hundreds of links. Getting cited requires the kind of topical depth most brands haven’t built yet — but can.

ChatGPT Citation source
Google Gemini Citation source
Claude Citation source
Perplexity Citation source
05 / Results

Measurable Outcomes

Every number below is verified via Google Search Console. This is what two years of sequenced, compounding execution looks like.

Google Search Console — OTTplay Traffic Growth
Verified Data
Google Search Console showing OTTplay traffic growth from 244K to 10.2M Discover and 4.86M to 9.86M organic
244K → 10.2M Discover traffic
4.86M → 9.86M core SEO traffic
Source: Google Search Console

Keyword Rankings

113K

Total Keywords Ranked

16K+

Keywords in Top 3

OTT latest malayalam OTT releases all movie release dates watch gujarati movies watch tamil movies watch telugu movies upcoming OTT movies OTT release date movie OTT platform

Ranking Proof Screenshots

“ott” — Highly competitive
OTTplay ranking #1 for 'ott'
#1 for “ott” — ultra-competitive
“latest tamil movies ott”
OTTplay ranking #1 for 'latest malayalam movies ott'
#2 for regional OTT queries

12×

Growth in Organic Acquisition

10×

Increase in Live Event Searches

Growth in Regional Traffic

12K

Subscriptions in 6 Months

06 / Learnings

What This Work Proved

Six principles that this work validated at scale — each one now embedded in how I approach every organic growth engagement.

01

Entertainment search demand is heavily driven by release cycles and trending events.

Publishing cadence must align with content launch windows. Evergreen plus timely = compounding visibility.

02

Topic clusters outperform isolated content strategies by a wide margin.

Broad, deep coverage signals genuine topical authority — which Google rewards over time.

03

Web Stories can generate massive Discover traffic when scaled properly.

Format-specific investment unlocked an entirely new distribution channel beyond traditional search.

04

Sports coverage captures event-driven search demand at scale.

High-volume trending queries around major tournaments provide predictable, repeatable traffic spikes.

05

SEO becomes a revenue channel when integrated with subscription funnels.

Connecting search intent to conversion architecture turns traffic into measurable business outcomes.

06

Visibility in AI-generated answers is becoming a critical discovery layer.

AI assistants select from a small pool of authoritative sources — topical depth is the entry requirement.

Now Accepting New Clients

This Is the Standard I Bring to Every Engagement.

After exiting HT Media, I focused entirely on maxzob — helping businesses that are serious about organic growth and AI search visibility build the same compounding acquisition engines I ran at scale.

If your organic channel is underperforming, or you’re not yet visible in AI-generated answers, that’s a solvable problem.

Organic Growth Strategy
Content-Led Acquisition
AI Search Visibility (AEO / GEO)
Subscription & Conversion Funnels
Discuss Your Growth at maxzob.com

maxzob.com — Results-Driven Organic & AI Search Growth