Data-driven approach to PR metrics: Understanding the new dynamics in AI era

In today’s data-driven world, public relations (PR) professionals are under increasing pressure to demonstrate the true impact of their campaigns. Gone are the days of relying solely on vanity metrics like follower counts and press mentions. Companies are demanding a more holistic understanding of how PR efforts translate into tangible business results.

The second part of this series dives into the exciting realm of emerging metrics and frameworks that are revolutionizing PR measurement. Adgully will explore innovative approaches that capture a broader picture of PR’s influence, encompassing brand sentiment, audience engagement, and ultimately, driving business objectives. The report will also investigate the potential of Artificial Intelligence (AI) in PR measurement, examining how AI can automate tasks, analyze vast datasets, and unlock deeper insights into campaign effectiveness.

Forget just counting clips! The new wave of PR measurement goes beyond vanity metrics to understand the true impact of your story, observes Jyotsna Dash Nanda, AVP, Corporate Communications, DS Group. With a Media Impact Score that considers journalist clout and publication weight, you can ditch the brag sheet and focus on real influence, she adds. According to her, a Relevance Index ensures your message resonates with the right audience, while a Rank Index tracks your climb to the top of search results.

“Engagement metrics show you how your audience is interacting, and Share of Narrative analysis reveals if your brand's story is cutting through the noise. PR measurement should focus on user engagement (clicks, shares, comments), website traffic conversion (sales, sign-ups) driven by PR efforts, and social listening to gauge brand sentiment and identify brand advocates. This data-driven approach demonstrates the true impact of PR on brand perception, audience engagement, and ultimately, business objectives. In today’s media landscape, it is not just about getting mentioned, it is about getting heard,” says Nanda.

According to Jyotsna Dash Nanda, some emerging frameworks are:

• AMEC Framework: A widely used model that goes beyond outputs (media placements) to consider outcomes (changes in awareness, perception) and impacts (on business goals).
• PESO Model: A strategic framework classifying media channels (Paid, Earned, Shared, Owned) to understand how different elements work together to achieve PR goals.
• RACE Framework: A results-oriented approach focusing on Reach, Act, Convert, and Engage to measure the user journey influenced by PR efforts.

She adds that these metrics and frameworks offer a more comprehensive understanding of PR’s effectiveness by prioritizing quality over quantity. “They go beyond simply counting media mentions to analyse the influence and relevance of the coverage. Additionally, these methods connect PR efforts directly to business goals by tracking website traffic, lead generation, and ultimately, sales. This data-driven approach also provides valuable insights into audience behaviour, revealing how audiences engage with PR content.”

Traditional PR metrics, such as AVE, measuring media articles, brand mentions, or now even “potential reach” and “impressions” in isolation, do not define the actual audience reached or provide any subsequent internal engagement with your organisation, remarks Anup Sharma, Independent PR & Strategic Communications Consultant.

He feels that focusing solely on media measurement provides an incomplete picture. Similarly, he adds, brand awareness cannot be seen as a metric for measuring a PR campaign as it should be viewed as an outcome of effective PR and marketing campaigns.

According to him, most media monitoring tools do not integrate traditional media monitoring and social media monitoring, or do a poor job of integration. However, he adds, new platforms can now perform both functions well and integrate different data streams from traditional media, social media, as well as internal communications into a single dashboard.

“Engagement metrics tell how the earned content resonates with the target audience and while calculating the same, it's important to also take sentiment analysis into account. With the right success measurements, organisations can refine communication strategies and show exactly how much the PR effort contributes to overall brand success. PR and communication professionals need to take a look at the bigger picture and use other metrics such as brand equity, brand engagement, and brand sentiment to better understand the impact of their brand in the market. In order to truly measure success, it is important to track organisational outcomes such as sales, customer retention, brand loyalty, and market share. These metrics will give you a more complete picture of brand performance. The blurring line between paid and earned media creates the issue of credibility and trust in communication. Now, with the work scope of a Public Relations consultancy growing beyond just media management relations, not every aspect of communication outreach being managed by the PR firm can be quantitatively measured,” says Anup Sharma.

Digital PR metrics such as website domain authority, traffic to website and SEO ranking are now well-established metrics and are almost a must in PR measurement, points out Sumathi Chari, Senior Partner & Director, PRHUB. The advantage, according to her, is that they are more tangible compared to traditional metrics and are easier to align to desired business outcomes.

She feels that an “integrated measurement” framework is critical in the future to assess the holistic impact a PR campaign has on the brand and business, one that measures across traditional, digital and social media amplification, that measures both quantitative metrics such as reach and impressions combined with qualitative parameters such as the messaging, tonality, engagement, reach to the right TG, alignment of content to TG, among others.

Finally, says Chari, these metrics need to be brought together and analyzed comprehensively. “This analysis aims to extract key insights and define the campaign’s impact on the organisation/ brand in three key areas. The deeper we delve, the more effective we will be in defining the RoI and the impact of the PR campaign on the brand,” she adds.

According to Siddhartha Mukherjee, Founder of Brand Balance, there are more than five unique advantages of PR measurement. However, for this, the measurement framework needs to be designed, executed, and sustained scientifically.

“The measurement framework is a reflection of the way the human brain functions! Over the years, globally, various nomenclatures have been used to visualize a framework, such as - INPUT-OUTPUT-OUTCOME or EXPOSURE-ENGAGEMENT-CONVERSION. In fact, AMEC (the International Association of Measurement & Evaluation of Communication) has detailed it further as INPUT-OUTPUT-OUTTAKES-OUTCOME-IMPACT. AMEC is making a lot of effort globally to simplify the subject of PR measurement and ensure that it is well-embedded in PR Industries across countries around the world,” he adds.

AI and measurement

Will AI play a key role in measuring in the days to come?

Yes, AI will play a huge role, and we are hoping for the best, especially in PR measurement, says Tarunjeet Rattan, Managing Partner, Nucleus PR.

“One promising emerging metric that offers a more holistic view of PR’s impact on business objectives is overlaying the PR timeline with the sales graph. This combined view can resonate with both CFOs (Chief Financial Officers) and CMOs (Chief Marketing Officers). This done consistently over a period of 4-5 years will start showcasing the impact on each other and has proved to be very effective. Now, the PR graph tracks only the hits (media and non-media) typically. But the more you add to it and start studying the interplay between both tracks, it becomes more clear to both teams on what and how PR is impacting the bottom line. Add a sentiment analysis and a vox pop feedback with key stakeholders to this mix and you have an impressive ROI document. While you create this, remember this is an annual document and not a monthly or quarterly one either. We have done this effectively for brands we work with and it was very well received,” Rattan explains.

According to Siddhartha Mukherjee, AI and tech-enabled interventions have amazing potential to upgrade the PR and measurement machinery of an organisation from a cost center to a revenue center. “It can contribute immensely across the PR framework, especially PR INPUT. This first block of the measurement framework itself has around seven different cogs such as listening, benchmarking, target setting, content bank, etc. Technology can bring in a lot of ease and preparedness,” he adds.

Jyotsna Dash Nanda is certain that AI will likely be key in future PR measurement. AI can analyse vast amounts of data to identify sentiment, track brand advocacy, and measure the influence of earned media, providing a more comprehensive picture of PR’s impact.

Anup Sharma suggests that in order to continue to stay relevant, PR firms will need to rely on big data and artificial intelligence not only for predicting audience interests, but also to move the needle towards credible engagement. PR can gain greater respect and credibility by using realistic metrics that produce credible data and that are tied to business outcomes.

(Tomorrow, Part 3 of this series will cover how PR professionals can isolate and measure the specific impact of their campaigns amidst a mix of marketing activities, as well as other valuable metrics that PR professionals should consider when measuring success.)