Benchmark Reporting in 2026: 10 Hard Questions Every SA Marketer Needs to Ask

Most social media reporting is just a sophisticated way of marking your own homework. That’s why we sat down with our Analytics & Insights team to tackle the 10 hard truths you need to know to steal back your market share (legally, obviously).

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1. "How do I calculate Share of Voice (SOV) against competitors?"

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To calculate Share of Voice (SOV), divide your brand's total mentions by the total market mentions (your brand + competitors) and multiply by 100. This metric determines the percentage of the total industry conversation you own versus your rivals. The great news is that there are tools that can help you do this. We love using Brandwatch for this reason, but any tool that helps you is a win. 

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• Define the Market: Identify your direct competitors to establish the "Total Market Mentions" baseline.
• Apply the Formula: Calculate (Your Brand Mentions / Total Market Mentions) x 100.
• Analyse Shifts: Look for sudden spikes in July or other months to determine if a competitor is in crisis or running a successful campaign.

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"Context is the difference between data and intelligence. Tracking your own metrics tells you how you are doing. Benchmarking them against the South African industry average tells you how well you are doing." - David Vahle, Head of Analytics & Insight at YOUKNOW. 

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2. "Why does my brand have high followers but low engagement?"

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High followers paired with low engagement is a primary indicator of "ghost audiences". This discrepancy suggests your content is not resonating with your community, or you have accumulated inactive followers, whereas low followers with high engagement indicate a loyal community. 

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• Calculate Efficiency: Use the formula (Total Engagements / Total Reach or Audience) x 100.
• Benchmark: Compare this rate against the industry average to see if your post strategy is lagging.
• Diagnose: If the gap is wide, your content strategy may need to pivot to formats your audience actually prefers.

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“Follower count is a vanity metric; engagement is a sanity metric. If you have a massive following but no one is talking back, you’re essentially shouting into a graveyard. You want that loyal community, not a ghost audience." - Luca du Toit, Reporting Analyst at YOUKNOW. 

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3. "What is the formula for calculating Net Sentiment Score?"

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While there are tools that calculate this automatically, it's vital to know the math. Most reporting departments calculate Net Sentiment by subtracting the negative percentage from the positive (Positive % - Negative % = Net Sentiment Score). However, tools like Brandwatch use a more specific ratio that excludes neutral mentions and normalises the result: (Positive Mentions - Negative Mentions) / (Positive Mentions + Negative Mentions) x 100.

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• Aggregate Data: Collect all brand mentions and tag them as Positive, Negative, or Neutral.
• Apply the Ratio: Use the Brandwatch formula to get a health score ranging from -100 to +100.
• Contextualise: Compare your score against the benchmark; a +15% score is underperforming if the industry average is +40%.
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"Share of Voice is one thing, but how people feel about your brand is the real diamond. Understanding what is driving positive and negative sentiment is what we love to show our clients using Brandwatch. Most brands stop at 'Positive vs. Negative,' but to win, you have to compare the deeper drivers."- Luca du Toit, Reporting Analyst at YOUKNOW. 

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4. "How can I track competitor churn signals to find new leads?"

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You can track churn signals by monitoring high-intent keywords directed at competitors, such as "Cancelling," "Closing account," "Useless," or "Leaving." These phrases identify customers explicitly looking to exit a competitor's service.

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• Keyword Setup: Set up listeners for negative action verbs associated with competitor brand handles on your listening tool.
• Categorise Drivers: Tag the mentions to find the #1 churn driver (e.g., "Hidden Fees" or "Bad Service").
• Action Plan: Target these dissatisfied users with a "Switch & Save" campaign or value-based messaging.

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"Identify their #1 churn driver and build your marketing messaging around where you win. For example, in South Africa right now, we see trending conversations in the gym space around fee increases. All brands in this space should be monitoring these signals to understand what is important to their customers."- Camille Darné, Head of Marketing at YOUKNOW.

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5. "How are my influencers impacting my campaign performance?"

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 It is no longer enough to just select influencers and hope for the best. To measure impact, you must look beyond vanity metrics and analyse "Ambassador Net Sentiment" and "True Reach vs. Paid Reach." This reveals if your influencers are actually moving the needle on brand perception or just generating empty eyeballs.

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• Sentiment Check: Filter mentions by the influencer's handle to see if the audience sentiment is positive or sceptical.
• Performance Audit: Use tools like Brandwatch Influence to track campaign performance in real-time.
• Refine the Strat: Identify which specific influencers drive the highest quality conversation volume to optimise your spend.

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"It's not enough to hope for the best; you need to know if the strategy is actually working. Tools like Brandwatch Influence help us continuously track campaigns and find influencers that deliver stronger results for our clients.” - Luca du Toit, Reporting Analyst at YOUKNOW. 

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6. "What is the difference between Owned and Earned Net Sentiment?"

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Owned Net Sentiment measures how people react to your own posts, while Earned Net Sentiment measures the "authentic voice of the consumer" (public response). High Owned sentiment can give a marketing team a false sense of security, especially since owned assets are often tagged positively by default. You must dig into Earned mentions to find the root cause of negativity, whether it's a product defect, a customer service bottleneck, or a PR issue.

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• Isolate Data: Separate comments on your official channels (Owned) from organic user mentions and forums (Earned).
• Identify Gaps: If Owned is high and Earned is low, you have a massive reputation disconnect.
• Find the Root: Dig into earned data to see if an influencer or service failure is dragging down your brand health.

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"Never ignore earned sentiment. If what people say about you organically is significantly more negative than the reactions on your own page, your marketing message isn't landing with the reality of the consumer experience." - Liam Cain, Digital Content Coordinator at YOUKNOW.

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7. "How can I tell if a competitor is paying for reach or earning it organically?"

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While measuring a competitor's exact paid spend is difficult, you can identify "Paid Spikes" by tracking "Potential Reach" versus "Actual Impressions" and conversation volume. High reach with low organic conversion or engagement often indicates a paid ad push.

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• The Metric: Track Potential Reach vs. Actual Impressions.
• Analyse Growth: Look for unnatural spikes in reach without a corresponding spike in viral conversation or engagement.
• The Strategic Why: Understanding when a competitor is leaning on paid spend allows you to accurately benchmark your organic wins against their amplified noise.

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"As a marketer, knowing if a competitor is paying for reach is vital. When coupled with other benchmark metrics, it paints a more accurate picture of the market and helps you accurately measure your own Share of Voice." - David Vahle, Head of Analytics & Insights at YOUKNOW.

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8. "What are the best metrics to justify social media budget to a board?"

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The best metrics for the board are "Money Metrics" that indicate high intent, specifically Purchase Intent. Reporting on the volume of users asking "How do I sign up?" or "Where to buy?" proves social media drives hot leads.

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• Filter Noise: Ignore vanity metrics like "likes" when talking to the board.
• Highlight Intent: Present data on industry-relevant phrases like "Porting," "Moving to," or "Where to buy."
• Show Strategy: Demonstrate how your budget will capture these "hot leads" through targeted campaigns.

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"Filter out the noise. Track the conversations that impact the bottom line." - Liam Cain, Content Coordinator at YOUKNOW.

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9. "How can I analyse competitor pricing perception on social media?"

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 Analyse sentiment related to specific keywords like "Price," "Fees," "Cost," and "Expensive." If the market perceives a competitor as "expensive" but "low value," this reveals a "Pricing Perception" gap you can exploit.

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• Keyword Filtering: Isolate mentions containing price-related terms using a tool like Brandwatch.
• Sentiment Overlay: Apply sentiment analysis to these specific price mentions, not just general brand mentions.
• Strategic Pivot: If they are perceived as too expensive, position your brand as the smart value alternative.

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"If the market perceives them as 'expensive' but 'low value,' you have a prime opportunity for a value-based acquisition strategy." - Camille Darné, Head of Marketing, YOUKNOW.

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10. "How do I benchmark my brand's customer service complaints?"

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 To benchmark service complaints, use "Operational Sentiment" analysis. Filter mentions by keywords such as "Service," "App," "Call Centre," or "Down" to measure frustration levels against your rivals.

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• Categorise: Create specific queries for operational terms (Billing, Downtime, etc.).
• Compare: Measure your "Operational Score" vs. the Competitor's score.
• Identify Vulnerability: High Brand Love but Low Operational Score indicates a brand living on borrowed time.

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"Identify if a competitor has a great brand but a broken product. This is where you can win their customers." - Camille Darné, Head of Marketing, YOUKNOW.

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Breaking sentiment down into key themes is where you shift from 'doing research' to 'unlocking intelligence.'

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Wanna find out more about Benchmarking? Check out our free guide to get started 👇

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