From Virality to Value: A Bibliometric and Thematic Analysis of Engagement Metrics in Brand Storytelling on Social Media
Abstract
1. Introduction
1.1. Problem Statement
1.2. Research Aim
1.3. Research Questions
- What types of engagement metrics are used to measure virality and value in brand storytelling?
- How do storytelling elements such as emotional tone, authenticity, and narrative design influence these metrics?
- How can brands transition from focusing on vanity metrics to fostering meaningful, measurable engagement?
1.4. Literature Review
1.4.1. Evolution of Brand Storytelling on Social Media
1.4.2. Concept of Virality in Digital Culture
1.4.3. Engagement Metrics: From Virality to Value
1.4.4. Value Creation Through Narrative
1.4.5. Gaps in the Literature
2. Materials and Methods
2.1. Research Design
2.2. Search Strategy
2.3. Inclusion and Exclusion Criteria
2.4. Data Extraction and Thematic Coding
2.5. Quality Assessment
3. Results
3.1. Typology of Engagement Metrics
3.2. Storytelling Techniques and Engagement
3.3. Virality vs. Value
3.4. Influencing Factors
4. Discussion
5. Conclusions
5.1. Implications
5.2. Limitations
5.3. Future Research Directions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Criteria Type | Inclusion | Exclusion |
|---|---|---|
| Publication Type | Peer-reviewed journal articles | Technical reports, conference abstracts, editorials, and non-reviewed content |
| Language | English publications | Non-English publications |
| Publication Years | Articles published during 2015–2025 | Articles published before 2015 |
| Topical Focus | Studies focusing on social media marketing, engagement metrics, and brand storytelling | Studies without discussion of branding, storytelling, or audience engagement |
| Data Relevance | Articles using conceptual, empirical, or analytical insights related to virality and value | Articles with purely technical, algorithmic, or unrelated focuses |
| Theme | Subcategories |
|---|---|
| Narrative Devices | Story arcs, personalization, character voice, and plot sequencing |
| Emotional Tone | Empathy, humor, controversy, nostalgia, and urgency |
| Engagement Metrics | Likes, shares, comments, watch time, click-through rate, and reposts |
| Value Indicators | Brand recall, consumer trust, loyalty, emotional resonance, and behavioral actions |
| Content Format | Static posts, short-form videos, memes, carousels, and interactive features |
| Platform Context | Instagram, TikTok, YouTube, Facebook, and X (formerly Twitter) |
| Type of Metric | Examples | Purpose | Interpretive Depth |
|---|---|---|---|
| Quantitative Metrics | Likes, shares, views, retweets, and impressions | Measure surface-level visibility and spread | Low |
| Qualitative Metrics | Sentiment in comments, narrative identification, and UGC | Capture emotional resonance and meaning | High |
| Storytelling Technique | Engagement Outcome | Platform Strength |
|---|---|---|
| Emotional Hooks (e.g., empathy, humor) | Higher comment activity and longer viewing duration | Instagram Reels, TikTok, and Facebook |
| Authentic Narratives | Increased trust, relatability, and brand affinity | YouTube, Instagram, and podcasts |
| Visual Storytelling (video/reels) | Higher shares, improved message retention, and repeat engagement | TikTok and YouTube Shorts |
| Relatable Characters and Real Plots | Stronger narrative immersion and brand loyalty | Facebook Stories, YouTube, and Threads |
| Factor | Influence on Engagement | Example Platforms/Contexts |
|---|---|---|
| Platform Algorithms | Determines reach, timing sensitivity, and content virality | TikTok, Instagram, and YouTube |
| Audience Demographics | Affects content relevance, interpretation, and sharing behavior | Meme culture (gen Z) and infographics (millennials) |
| Content Format | Videos lead to higher retention and emotional engagement vs. static | Reels, YouTube Shorts, and stories |
| Influencer Involvement | Boosts credibility, emotional resonance, and peer relatability | Influencer campaigns on Instagram and Threads |
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Ades, A.S. From Virality to Value: A Bibliometric and Thematic Analysis of Engagement Metrics in Brand Storytelling on Social Media. Journal. Media 2026, 7, 108. https://doi.org/10.3390/journalmedia7020108
Ades AS. From Virality to Value: A Bibliometric and Thematic Analysis of Engagement Metrics in Brand Storytelling on Social Media. Journalism and Media. 2026; 7(2):108. https://doi.org/10.3390/journalmedia7020108
Chicago/Turabian StyleAdes, Andaleep Sadi. 2026. "From Virality to Value: A Bibliometric and Thematic Analysis of Engagement Metrics in Brand Storytelling on Social Media" Journalism and Media 7, no. 2: 108. https://doi.org/10.3390/journalmedia7020108
APA StyleAdes, A. S. (2026). From Virality to Value: A Bibliometric and Thematic Analysis of Engagement Metrics in Brand Storytelling on Social Media. Journalism and Media, 7(2), 108. https://doi.org/10.3390/journalmedia7020108

