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Beyond the Algorithm: How Human Analysts Bring Real Value to PR Measurement

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Philip Odiakose media performance audit

By Philip Odiakose

In public relations, data-driven decision-making has become a pivotal element of PR success. The ability to accurately monitor and measure media coverage is essential for PR and communication professionals who need to gauge public sentiment, assess brand reputation, and drive impactful communication strategies.

However, as automated PR measurement tools become increasingly popular, it is critical to consider the limitations of these tools and their potential shortcomings. When metrics are purely derived from automated tools, the insights provided can often be misleading or, in some cases, dangerously inaccurate.

Studies indicate that automated PR measurement tools can achieve accuracy levels of, at best, around 55%, which poses a significant question for decision-makers: can we afford to be wrong nearly half the time? – Quote by Todd Murphy President of Truescope – North America

At P+ Measurement Services, we have observed firsthand that while automation has revolutionized PR data gathering and increased the speed and efficiency of media monitoring, there is a substantial difference between raw PR data collection and insightful analysis. Automated tools are excellent for aggregating large volumes of information quickly, especially across web and digital media.

However, PR measurement is not just about volume; it is about context, sentiment, relevance, and, most importantly, actionable insights. This is where human expertise becomes indispensable.

A trained media analyst brings depth and understanding that automated tools simply cannot replicate. Contextual nuances, industry trends, sentiment analysis, and the ability to distinguish between relevant and irrelevant mentions are all areas where human expertise significantly outshines automated systems.

In a notable case at P+ Measurement Services, we were engaged by a client in the fast-moving consumer goods (FMCG) industry who was dealing with a public perception issue. Initially, automated media monitoring had flagged a large number of mentions across various news outlets and digital platforms.

The automated tool reported a neutral to positive sentiment based on keyword analysis. However, upon deeper inspection by our team of analysts, it became apparent that a significant portion of the mentions were, in fact, laced with subtle criticisms, sarcasm, and negative undertones that the automated tool failed to detect.

Through manual review and contextual sentiment analysis, our analysts identified a negative trend that would have otherwise gone unnoticed, allowing us to provide the client with an accurate assessment and actionable recommendations. Without human intervention, the client might have interpreted the automated results as positive, potentially leading to complacency and an inadequate response to the underlying issues.

Furthermore, automated tools often lack the ability to perform SWOT (Strengths, Weaknesses, Opportunities, and Threats) analysis with the level of detail and depth that a human analyst can offer. PR measurement isn’t just about capturing mentions; it is about understanding how these mentions align with a brand’s strategic objectives, identifying potential threats to reputation, recognizing strengths in communication strategies, and highlighting opportunities for brand engagement.

For instance, in another engagement, our analysts at P+ Measurement Services went beyond the numbers by conducting a comprehensive SWOT analysis for the client, providing them with a roadmap for strengthening their messaging. Through this analysis, we uncovered underlying threats and weaknesses in their communication approach that were not evident in automated reports, helping the client make informed adjustments to their strategy.

The importance of human input does not imply that automation should be discarded entirely. On the contrary, automation is invaluable for tasks that require the rapid aggregation of data across vast networks, particularly on web media.

At P+ Measurement Services, we leverage automated tools to streamline data gathering, reducing the time it takes to collect mentions across platforms.

Automation serves as a powerful support system, allowing analysts to access a wide range of data points with ease. However, we recognize that the role of these tools is to assist rather than replace human analysis. The ideal approach, and one that we consistently employ, is a hybrid model where automation handles data collection while human expertise brings context, analysis, and strategic insight to the table.

The danger of relying solely on automated measurement tools is the risk of oversimplifying complex media narratives. For instance, an automated system may be programmed to count the number of mentions, track keyword appearances, and assign sentiment scores based on preset algorithms.

However, without the human capacity to understand cultural nuances, recognize irony, and analyze sentiment in context, the resulting data can be skewed, leading to misguided conclusions.

PR and communication professionals depend on accurate insights to make strategic decisions, especially in times of crisis, and relying on metrics that may only be 55% accurate can be a costly error. The reality is that numbers alone do not tell the full story; they require interpretation, depth, and a human touch to truly reflect a brand’s position in the media landscape.

Ultimately, the combination of automated tools and human analysts offers the most powerful approach to media measurement. At P+ Measurement Services, we advocate for a balanced integration where machines support humans, not replace them.

Automation excels at data gathering, but human analysis brings the insights needed to transform raw data into meaningful narratives. The power of PR measurement lies not just in counting media mentions but in understanding their impact and aligning them with strategic objectives.

By embedding human expertise into the measurement process, brands can gain an accurate, nuanced, and actionable view of their media presence.

In the world of media monitoring and analysis, getting it right half the time is not good enough. Brands need—and deserve—the precision and insight that only skilled analysts can provide, complemented by the efficiency of automated tools.

Philip Odiakose is a leader and advocate of Media Monitoring, PR Measurement and Evaluation in Nigeria. He is also the Chief Media Analyst at P+ Measurement Services, a member of AMEC, NIPR, and AMCRON.

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The Role of TV in Preserving African Stories and Identity

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Preserving African Stories

Scroll through social media today, and you will notice something interesting: everyone is either reacting to a series, quoting a movie line, or debating a character as though they personally know them. Beneath the memes and binge-watch culture, however, lies something deeper. Television remains one of the most powerful tools shaping how Africans see themselves, remember their history, and tell their own stories. In a continent as diverse and expressive as Africa, that matters more than ever.

TV as a Cultural Archive, Not Just Entertainment

Long before streaming algorithms began shaping our viewing habits, television was already preserving African identity. From Nollywood dramas that capture the rhythm of everyday Lagos life to documentaries exploring Maasai traditions and Ghanaian folklore, TV has served as a living archive of the continent’s stories.

It preserves more than entertainment; it preserves language, culture, humour, values, and shared experiences. Unlike fleeting social media content, television allows stories to unfold with depth, exploring the realities of family, tradition, ambition, and modern African life without reducing them to stereotypes. That is the power of TV: preserving not just stories, but perspective.

Why Representation on TV Still Matters

There is a subtle but important truth: if people do not see themselves on screen, they may begin to believe their stories are not worth telling. This is why African TV content is more than entertainment; it is affirmation.

Seeing a character who speaks like you, struggles like you, or celebrates like your community does something powerful. It validates identity and challenges outdated narratives that have historically defined Africa through external lenses.

This is where MultiChoice Group, through platforms such as DStv and GOtv, plays an important role. They do not simply broadcast content; they help distribute cultural memory at scale.

GOtv, DStv, and the Everyday African Viewer

Think about a typical evening in many African homes: the TV is on in the background, someone is laughing at a comedy show, another person is watching a local series, and someone else is catching up on the news. That shared viewing experience remains very real.

Through platforms such as DStv and GOtv, African households are exposed to a blend of local storytelling and global content. More importantly, they have helped amplify African-produced content by bringing Nollywood films, African reality shows, talk shows, and documentaries into mainstream rotation.

It is not just about access. It is about visibility.

A young filmmaker in Lagos today is more likely to believe their story matters because they have seen similar stories broadcast widely. A child in Accra grows up hearing familiar accents and seeing environments that look like their own on screen, not as exceptions, but as the norm.

TV Is Also Shaping Modern African Identity

African identity is not static; it is evolving. Television reflects that evolution in real time.

Today, audiences see:

  • Young Africans balancing tradition and modern dating culture

  • Stories tackling mental health in African households

  • Fashion and music influences spreading through TV series

  • Political satire shaping public conversation

Conversations that were once confined to homes are now being explored on screen, giving audiences the language to discuss issues that were previously unspoken.

In many ways, television is doing what oral tradition has always done: passing stories, values, humour, warnings, and history from one generation to the next. The difference is that today’s griots are writers, directors, and broadcasters.

The Future: From Watching to Owning Our Narratives

The next stage of African storytelling is not just about being seen; it is about ownership.

As more African creators produce content and platforms continue to invest in regional storytelling, television becomes more than a mirror. It becomes a tool for shaping how Africa is represented to itself and to the world.

While streaming continues to grow, television, particularly accessible platforms such as GOtv, remains one of the most effective ways to reach everyday audiences across different income levels and regions. After all, storytelling only matters if people can access it.

African stories are not new. They have always existed in families, on streets, in markets, in history books, and through oral traditions. What television has done, and continues to do, is give those stories a stage wide enough for millions to experience them at once.

The next time you watch a local series or documentary on DStv or GOtv, remember that you are not just being entertained. You are participating in the preservation of African identity itself.

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The Future of AI in Nigerian SMEs: Overcoming Barriers to Implementation

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Kehinde Ogundare 2025

By Kehinde Ogundare

Ask a tech entrepreneur in San Francisco what AI means for their business, and they are likely to talk about competitive advantage, product differentiation, and scale. Ask a small business owner in Kano or Onitsha the same question, and the conversation shifts entirely.

For many Nigerian SMEs, the priority is keeping the lights on, managing costs, and finding sustainable ways to grow in a challenging economic environment. This difference in perspective explains why the global AI conversation, often shaped by assumptions about stable infrastructure, deep capital, and abundant technical talent, frequently fails to address the realities facing Nigerian SMEs.

This matters because Nigerian SMEs are not a peripheral concern. In 2024 alone, MSMEs contributed 46.32% to Nigeria’s GDP, accounting for 96.9% of businesses and 87.9% of employment. These businesses are the backbone of the Nigerian economy, and if AI is going to mean anything for Nigeria’s development, it has to work for them in the daily conditions they actually operate in.

However, research drawing on empirical data from 144 Nigerian SMEs found that inadequate infrastructure, low digital literacy, skills shortages, and regulatory gaps are collectively preventing them from meaningfully engaging with AI. Awareness of AI is high and growing. What is missing is a clear and honest conversation about what adoption actually requires in this specific context. The barriers are real, but none of them are insurmountable. The question is whether the tools, pricing models, and support structures being offered to Nigerian SMEs are designed with those barriers in mind, or whether they have been built for another market entirely.

Subscription models making AI affordable for small businesses

When most small business owners hear “AI,” they imagine expensive software, specialist consultants, and a hefty upfront bill.

That assumption is not entirely wrong, but it describes a particular way of buying technology, not AI itself. The shift that makes AI genuinely accessible at the SME level is the move away from large, one-time capital purchases towards tools that charge a predictable monthly subscription. Businesses can pay for what they use, scale back when necessary, and avoid the debt that a major technology investment can create.

The deeper opportunity here is consolidation. Many SMEs are already spending money across multiple disconnected tools—one for invoicing, another for customer records, another for stock tracking—none of which talk to each other. An integrated platform that handles several of these functions together, with AI built in, can actually cost less than the sum of those separate subscriptions while giving business owners a clearer picture of their operations.

With margins already under pressure, any technology a business adopts needs to visibly show an increase in productivity or bottom line. Subscription-based, integrated platforms, priced transparently and honestly, are the model that best fits this reality.

Infrastructure challenges demand a mobile-first approach

No conversation about technology in Nigeria is complete without confronting the infrastructure problem, and AI is no exception. Nigeria continues to face major infrastructure barriers, including limited broadband access, unreliable power supply, and high data costs, all of which constrain deeper AI adoption. These are structural features of the operating environment that any sensible technology strategy must account for today.

The electricity situation alone is significant. The World Bank estimates that the lack of stable electricity costs Nigeria’s economy approximately $26.2 billion annually, equivalent to about 2% of GDP, forcing many businesses to run on expensive diesel generators. That cost ripples outward.

In practical terms, AI tools built for Nigeria cannot assume a stable broadband connection or a computer that is always powered on. The tools that will actually get used are the ones that work on a smartphone, consume minimal data, and can function offline when connectivity drops, syncing back up when it returns. The mobile phone is already how many Nigerian SME owners run their businesses. AI that meets them there, rather than demanding infrastructure they do not have, is AI that has a genuine future in this market.

The direction is clear: build capability from within, using tools that make that possible. Recent AI performance research reveals that 64% of African workers are already actively using AI at work, signalling massive grassroots readiness and driving forward-thinking organisations across Nigeria, Kenya, and South Africa to aggressively prioritise internal upskilling frameworks to bridge the talent gap.

As the policy groundwork is being laid, the commercial ecosystem is beginning to respond. What remains is a clear-eyed acceptance that AI tools built for this market need to look different from those built for markets with different realities. Low cost, low bandwidth, and usability for non-technical people are not modest ambitions; they are the actual requirements. Build for those realities, and AI has a real future in Nigeria’s SME economy.

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When Leaders THRIVE: Yetunde B. Oni’s Candid Counsel to Lateef Jakande Leadership Academy

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When Leaders THRIVE Yetunde B. Oni

Union Bank’s Managing Director and Chief Executive Officer sat with 30 of Nigeria’s most promising young leaders for a frank conversation on character, relationships and the discipline of growth.

Out of 25,000 applicants, only 30 earned a place. That single figure tells you how rare the room was when Yetunde B. Oni, Managing Director and Chief Executive Officer of Union Bank of Nigeria, recently sat down with a cohort of the Lateef Jakande Leadership Academy.

The Academy, a Lagos State Government initiative established in honour of Alhaji Lateef Kayode Jakande, the state’s first civilian governor, exists to raise a generation of ethical and capable young leaders. Its fellows are drawn from across professions, sectors and ethnicities, and shaped through a fellowship facilitated by the Africa Leadership Initiative, West Africa (ALI WA), whose work on values and principled leadership has become a quiet engine behind some of the country’s most thoughtful emerging talent.

It was into this gathering that Mrs Oni brought not a corporate address, but a conversation. Honest, personal and at times disarming, she spoke about the philosophies that have carried her through a career spanning more than three decades, the setbacks she has had to surmount, and the values that opened doors she never expected to walk through.

She gave them a framework to hold on to. She called it THRIVE.

The six principles

T — Take ownership of your relationships. Leadership, she argued, begins with the deliberate stewardship of the people around you. Relationships are not incidental to a career. They are infrastructure.

H — Honour God. She spoke openly about faith as a steadying force, an anchor that keeps ambition tethered to something larger than the self.

R — Recharge and refresh. Mental and physical health, she insisted, are not luxuries to be deferred until the work is done. Leaders who neglect their well-being eventually have less to give.

I — Invest in your growth. Continuous and heavy investment in personal development is, in her telling, the price of staying relevant. The learning never ends.

V — Value your work. She pressed the fellows on identity and brand. What do you stand for? Do you create value? Who, in truth, are you? The questions were not rhetorical.

E — Embrace setbacks. Failure, she said, is not the opposite of progress but a part of it. The leaders who endure are the ones who learn to metabolise disappointment rather than be defeated by it.

The people behind the leader

If one theme threaded the entire conversation, it was relationships. Mrs Oni was candid that she did not arrive at the top of Nigerian banking alone. She credited the steady support of family, her parents and her husband, alongside the mentors, friends, coaches and sponsors who shaped her at different stages.

She drew a sharp and useful distinction between a mentor and a coach, two roles often conflated and rarely understood, and she traced much of her progress back to a foundation of Nigerian cultural values: hard work, honesty and integrity, courtesy and respect. These, she told the fellows, are not relics. They are the very qualities that have earned her trust and opened doors throughout her journey.

“You need people,” was the message, delivered without sentiment. Relationships, she explained, must be managed and nurtured with the same seriousness one brings to any other discipline. Time must be managed with equal care.

On believing, and risking

Perhaps the most resonant moment came when Mrs Oni spoke about self-belief. She admitted that becoming the MD/CEO of Standard Chartered Bank, Sierra Leone, did not cross her mind – not because she was unqualified, but because she didn’t think she would get it. Encouraged by her husband, she applied anyway, and she got it!

That appointment would later see her make history as the first woman to lead a Standard Chartered Bank operation in her market.

The Union Bank of Nigeria appointment told a similar story. She had not even known the position existed after the CBN’s intervention. It came to her through relationships; through the quiet networks of people who knew her work and recommended her name while she was unaware in faraway Sierra Leone.

The lesson she left with the fellows was unambiguous. Believe in yourself. Take the risk. Put in for the thing you are not yet certain you deserve, because the opportunity you are waiting for may be one you cannot see, reaching you through someone you have not yet met.

Why this matters

Engagements of this kind are easy to underestimate. They produce no headlines about balance sheets and no immediate line on a financial statement. Yet they speak to something Union Bank has long understood: that institutions endure when they invest in people, and that leadership is built one honest conversation at a time.

Credit is due to the Africa Leadership Initiative, West Africa, whose facilitation of the Lateef Jakande Leadership Academy continues to shape young Nigerians of real promise, and to the Academy itself for the rigour of a process that turned 25,000 hopefuls into 30 fellows ready to lead.

For Yetunde B. Oni, the afternoon was less about what she had achieved than about what she was willing to give: her time, her story and her counsel, offered freely to those coming after her. It is, in the end, what the best leaders do. They light the path for the next generation, and they THRIVE.

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