DEV Community

Ojas Kale
Ojas Kale

Posted on • Originally published at thebalanced.news

Why Indian news apps quietly default to ‘Most Read’ and ‘Trending’ and how engagement sorting is now shaping the political agenda

Most Indian news apps open the same way.

A clean homepage. A bold headline. And, almost inevitably, a tab labelled Most Read, Trending, or Top Stories.

It feels neutral. Democratic, even. What could be fairer than showing readers what everyone else is reading?

But this design choice is neither neutral nor accidental.

Across India’s digital news ecosystem, engagement driven sorting has quietly replaced editorial judgment as the primary gatekeeper of political attention. What rises to the top is increasingly determined by clicks, dwell time, and shares, not civic importance, public impact, or accountability.

This shift is subtle, largely invisible to users, and deeply consequential.

This article examines why Indian news apps default to engagement metrics, how these systems work, and how they are reshaping political priorities, public discourse, and democratic accountability.


From front pages to feedback loops

For most of the 20th century, news hierarchies were explicit.

Editors decided what mattered. The front page was finite. Lead stories carried institutional responsibility. When a government fell, a riot erupted, or a court reshaped rights, readers encountered it whether they sought it or not.

Digital platforms dismantled this structure.

Online, space is infinite. Attention is not. Algorithms fill the gap.

By the late 2010s, Indian newsrooms faced three pressures simultaneously:

  • A sharp collapse in print revenue
  • Heavy dependence on programmatic advertising
  • Competition from social platforms optimised for virality

The result was a pivot from editorial curation to audience optimisation.

According to the Reuters Institute Digital News Report 2024, over 76 percent of Indians consume news primarily through smartphones, and more than 60 percent access news via aggregators, social media, or app notifications rather than a homepage editor’s selection.

When distribution shifts, incentives follow.


Why ‘Most Read’ became the default

There are four structural reasons Indian news apps quietly prioritise engagement based tabs.

1. Advertising rewards attention, not importance

Most Indian digital news outlets rely heavily on CPM based advertising.

Revenue correlates with:

  • Page views
  • Time spent
  • Refresh cycles

A complex investigative piece on electoral funding may generate prestige, but a celebrity controversy or communal outrage generates scale.

In a 2023 report, the Centre for Media Studies noted that Indian digital news outlets earn significantly more from repeat visits driven by sensational or emotionally charged stories than from long form public interest reporting.

2. Engagement metrics are cheap, editorial judgment is not

Maintaining a strong editorial desk requires experienced editors, beat reporters, and institutional memory.

Ranking stories by clicks requires dashboards.

As cost pressures mounted, many outlets automated prominence decisions using simple signals:

  • Number of reads
  • Velocity of shares
  • Push notification open rates

These metrics are easy to measure, easy to justify internally, and easy to explain to advertisers.

3. Platforms trained audiences to expect popularity sorting

Indian readers did not arrive at news apps in isolation.

They came from:

  • YouTube’s recommendation engine
  • Twitter’s trending hashtags
  • Instagram’s explore page

Popularity became synonymous with relevance.

News apps that resisted this logic risked feeling “boring” or outdated.

4. Popularity offers plausible deniability

When challenged about coverage choices, outlets can point to user behaviour.

“We are just showing what readers want.”

This deflects responsibility away from editorial leadership and toward aggregated audience data.


How engagement sorting actually works

Most Indian news apps do not disclose their ranking algorithms. But based on newsroom interviews and industry practices, a typical engagement driven feed weights:

score = (clicks × weight1)
      + (average time spent × weight2)
      + (shares × weight3)
      + (recency × decay factor)
Enter fullscreen mode Exit fullscreen mode

What this system does well:

  • Amplifies fast moving stories
  • Rewards emotional framing
  • Penalises slow, complex reporting

What it does poorly:

  • Sustains attention on systemic issues
  • Elevates underreported accountability stories
  • Protects minority or unpopular perspectives

Once a story starts rising, it benefits from a feedback loop.

Higher placement leads to more clicks. More clicks lead to higher placement.

Editorial intervention becomes the exception, not the norm.


What rises under engagement first logic

To understand the political impact, it helps to examine what engagement systems consistently amplify in India.

Outrage beats accountability

When the Electoral Bonds data was released by the Supreme Court in 2024, revealing opaque corporate political donations, coverage initially spiked.

But within days, it was overtaken on many apps by:

  • Celebrity legal disputes
  • Viral crime stories
  • Religious controversies with limited policy implications

A study by The Reporters’ Collective found that follow up investigative reporting on electoral bonds received significantly less prominence than initial breaking news, despite its long term democratic implications.

Identity conflict outperforms governance

Stories framed around:

  • Hindu Muslim conflict
  • Regional linguistic disputes
  • Nationalist symbolism

Consistently outperform detailed reporting on budgets, health outcomes, or environmental regulation.

During the 2020–2021 farmers’ protests, algorithmic feeds amplified episodic clashes and inflammatory statements while underplaying sustained analysis of agricultural policy, MSP structures, and federal negotiations.

Episodic corruption beats structural reform

Individual scandals trend. Institutional reform rarely does.

A viral sting operation may dominate feeds for days. Legislative changes to procurement rules or judicial appointments rarely do, even if their impact is broader.


The political consequences of engagement driven news

This shift has reshaped Indian politics in at least five ways.

1. Agenda setting moves from editors to algorithms

Political actors increasingly tailor messaging for virality.

Short statements. Provocative soundbites. Performative outrage.

Policies designed for long term outcomes struggle to compete.

As political scientist Shanto Iyengar notes, media agenda setting determines not what people think, but what they think about.

Engagement systems narrow that agenda.

2. Power faces less sustained scrutiny

Accountability journalism requires repetition.

Following a story across weeks, budgets, court hearings, and committee reports.

Engagement systems favour novelty. Once the click curve flattens, visibility drops.

This benefits entrenched power.

3. Minority issues vanish faster

Stories affecting smaller communities or less digitally active groups struggle to generate early engagement.

Without initial traction, they never surface.

4. Polarisation becomes a feature, not a bug

Content that confirms identity beliefs travels further.

Nuanced or ambivalent reporting performs poorly.

Over time, feeds drift toward emotional certainty.

5. Readers mistake popularity for importance

When most visible stories are labelled “Most Read,” users infer significance.

The design itself communicates editorial endorsement, even when none exists.


Why this remains invisible to most readers

Three design choices mask the influence of engagement sorting.

Default settings

Few users change tabs. Defaults become destiny.

Neutral language

“Trending” sounds descriptive, not prescriptive.

Lack of counterfactuals

Readers rarely see what they are not shown.

Without comparison, distortion is hard to detect.


How some newsrooms are trying to resist

Not all Indian media outlets fully surrender to engagement logic.

Some strategies include:

  • Editor curated “Today’s Report” sections
  • Fixed placement for public interest beats
  • Separate investigative verticals insulated from traffic pressure

However, these efforts often sit alongside, not instead of, engagement driven feeds.

The default remains popularity.


What readers can do

Structural problems cannot be solved by individual behaviour alone. But readers are not powerless.

Actively seek multiple perspectives

Comparing how different outlets cover the same story reveals framing choices and omissions.

Tools like The Balanced News, which compare political framing across 50 plus Indian sources, can help surface bias and coverage gaps, though they are only one part of a broader media literacy toolkit.

Resist the comfort of trending tabs

Manually browse categories.

Follow beats, not virality.

Support accountability journalism

Subscribe. Share. Return to stories after the first day.

Attention is currency.


What platforms and publishers could change

If the goal is a healthier information ecosystem, several design shifts are possible.

  • Label engagement based rankings explicitly
  • Offer civic importance based sorting alongside popularity
  • Preserve fixed space for accountability reporting
  • Measure success beyond raw clicks

Some international outlets already experiment with “editor’s importance” signals.

Indian media could too.


The deeper question

At its core, this is not a technology story.

It is a governance story.

Who decides what a society pays attention to?

Editors, accountable to professional norms, or algorithms optimised for engagement?

The answer, increasingly, is the latter.

Unless readers, publishers, and policymakers confront this quietly embedded logic, India’s political agenda will continue to be shaped less by what matters, and more by what moves.

That shift does not announce itself.

It simply loads when you open the app.

For those interested in exploring how political bias, framing, and coverage gaps operate across Indian media, platforms such as The Balanced News provide one lens among many to interrogate what we see and what we do not.

But the larger task belongs to all of us.


Originally published on The Balanced News

Sources

https://www.digitalnewsreport.org/survey/2024/india/
https://www.cmsindia.org
https://www.reporters-collective.in
https://theprint.in
https://www.hindustantimes.com
https://indianexpress.com


Originally published on The Balanced News

Top comments (0)