Publicly Available Metrics That Add Value

Michael Wagstaff • 24 October 2024

The Five You Can't Afford To Miss

Recently we identified the 'magnificent' seven metrics that should be tracked in a market research brand tracker. To build a well-rounded understanding of your brand’s perception and position in the market, traditional brand-tracking surveys should be complemented with publicly available insights. These insights, derived from online sources like reviews and social media, can help you identify strengths, weaknesses and opportunities for growth.


Below are the five key metrics that will deepen your understanding of brand sentiment, competitive positioning and potential partnerships.


Sentiment Analysis Across Review Platforms

While volume of reviews is widely monitored, it’s crucial to dig deeper by analysing review sentiment—both quantitative ratings and qualitative comments across major platforms like Trustpilot, Amazon and Yelp. Tracking the overall positive or negative sentiment of your reviews over time provides insight into whether your brand experience is meeting, exceeding or falling short of customer expectations.


Why it matters:
By focusing on the sentiment trends, you’ll gain a clear picture of shifts in customer satisfaction and can identify specific areas requiring attention or potential risks to brand loyalty.


Reviewer Mentions of Competitors and Substitute Brands

A unique insight can be found in tracking the brands that your reviewers also mention in their feedback, either as competitors or alternatives. If your brand appears alongside certain competitors, you’re able to map your competitive set more accurately and monitor shifts in their relevance. Tracking mentions of complementary brands can even reveal partnership opportunities.


Why it matters:
Understanding your brand’s place in the market goes beyond self-assessment; it means staying aware of where you sit in the broader landscape. Identifying frequently mentioned complementary brands might also unlock potential alliances to enhance your market positioning.


Customer Pain Points and Product Gaps

Review sites and forums often capture specific pain points and unmet needs, creating valuable insights for refining or innovating products. By analysing recurring issues and product gaps in customer feedback, you’ll uncover potential areas for improvement and innovation, including design flaws, quality issues and feature requests.


Why it matters:
This granular level of insight helps prioritise product developments or fixes, ensuring that your brand evolves in ways that meet customer needs and expectations.


Engagement Quality on Visual Social Platforms

Social media platforms like Instagram and Pinterest provide brand-specific data points beyond just likes or comments. Instead, focus on measuring engagement quality—such as the depth of customer interactions or the sharing of brand-related content. Qualitative interactions, such as thoughtful comments, user-generated posts or story shares, reflect stronger brand resonance than casual likes.


Why it matters:
Meaningful interactions reveal how well your brand’s narrative resonates with your audience, indicating emotional engagement and loyalty that extend beyond passive followers.


Top Review Keywords and Themes

Keyword and theme analysis across reviews and social media comments highlights core perceptions and recurring associations with your brand. Commonly used descriptors and phrases such as “value for money,” “durable,” or “excellent customer service”, sheds light on the most significant brand attributes in the eyes of consumers. By examining positive and negative themes, you’ll understand the nuances of your brand image.


Why it matters:
Identifying dominant themes in customer feedback allows you to assess whether your brand is known for its intended attributes and provides actionable insights for refining your messaging and customer experience.


In Summary

With the right mix of these publicly sourced metrics, you can enrich your understanding of brand health and competitive position in real-time. These insights bridge the gap between brand tracking surveys and on-the-ground perceptions, enabling you to adjust your strategy in a data-driven way.


If you’re looking to dive deeper into optimising brand tracking across both survey and publicly available data, contact us for a complimentary consultation.

by Michael Wagstaff 2 June 2025
With the insights industry creaking under poor quality data, generative AI adds to the mix by creating convincing synthetic respondents. How should we treat these fascinating fakers?
by Michael Wagstaff 26 May 2025
Do tech people know more about market research than social scientists? In this article we discuss whether big tech is taking over the insights industry and what role is there for human researchers.
by Michael Wagstaff 12 May 2025
Does curating a personal brand make a difference? In this article, I consider my own lack of brand image and reflect on what might have been.
by Michael Wagstaff 9 May 2025
If surveys are ill-suited for addressing the questions that remain genuinely unanswered and unnecessary for those that are readily answered, then what exactly is their future?
by Michael Wagstaff 8 May 2025
In an effort to improve quality, the market research industry's current focus is on survey length and question engagement. This overlooks a more fundamental issue: respondent authenticity.
by Michael Wagstaff 7 May 2025
The true value of review sites lies in going beyond the stars and analysing what reviewers are actually saying.
by Michael Wagstaff 28 April 2025
Predictive analytics is reshaping brand insights by moving beyond descriptive dashboards to proactive decision-making
by Michael Wagstaff 28 April 2025
The uncovering of large scale survey fraud has shaken the market research industry. In this article, we discuss how a much more rigorous panel sign up procedure is needed to reduce the impact of fraudulent respondents.
by Michael Wagstaff 8 April 2025
The huge volume of data available through consumer comments, reviews and surveys can make cutting through the noise difficult. In this article we discuss how text analytics combined with human expertise can uncover the insight.
by Michael Wagstaff 10 March 2025
Market research agencies are going all in on AI based models to generate next level consumer insight. But are these just more illusion than substance?
Show More