Notes on Tuned Advertising and Platforms
Week 4 Advertising and platforms
Platforms as advertiser-funded media
Platforms rely on advertising dollars; the audience is the commodity, the advertiser is the buyer, and the media is the producer.
Advertising has become embedded further into our lives because of platforms.
Overview of Tuned Advertising
Key questions: What is Tuned Advertising? A brief history of advertising, from cultural engineers to cultural intermediaries, and how platforms transformed advertising.
Focus on how platforms alter the nature of advertising and its integration into everyday life.
Mass vs. digital advertising (historical frame)
Mass/pre-digital advertising: Advertisers buy placements on radio, magazines, broadcast TV; media selection based on audience reach.
In contrast, on platforms today, advertising is driven by active interaction, surveillance, and finer customization via algorithms.
What is new in advertising on platforms
Active interaction/participation: Users co-create parts of the narrative with ads.
Increased surveillance: More data collected on user behavior.
Finer customization: Algorithms tailor ads to individuals and contexts.
Targeted Advertising: three-component model
1) Platforms collect data on users.
2) Data groups users into audiences.
3) Algorithms select a placement and user for an ad.
Targeted advertising delivers an ad to a particular person at a precise moment through algorithmic decisions.
Contrast: Tuned advertising emphasizes continuous optimization of relationships between ads, content, and consumers rather than a single targeting moment.
Key definition quotes (targeted vs tuned)
“If targeted advertising involves delivering an ad to a particular person at a precise moment, tuned advertising draws our attention to the continuous optimization of the relationships between ads, content, and consumers (Carah et al., 2023)” (Brown et al., 2024, p. 2).
Tuned advertising: a continuous, dynamic process
Interaction triggers algorithmic responses that optimize ads to evolving behaviors, sensibilities, preferences, moods, and interests online.
Advertising on platforms should be thought of as a tuned sequence or flow, not a single moment.
Quote framing: “When we interact, the algorithm responds to us… optimising ads to our changing behaviours” (Brown et al., 2024, p. 2).
The everyday flow of tuned advertising
The most important part is not the targeting of a single ad at a moment, but the ongoing flow engineered and tuned by algorithmic models (Beauvisage et al., 2023; Carmi, 2020; Dean, 2010; Lupinacci, 2021) (Brown et al., 2024, p. 1).
Targeted advertising vs. Tuned advertising (summary contrast)
Targeted: Ad delivered to a specific person at a specific moment based on data-driven audience tagging.
Tuned: Ad content, format, and placement are continuously optimized as part of a flow that responds to user behavior over time.
Visual cue: A slide juxtaposes “Targeted advertising” with “Tuned advertising,” noting ad placement based on media audience versus the continuous tune of the user experience.
How tuning creates a vibe
A vibe is a rhythmic sequence tuned for users in a moment in time and place, intended to stimulate a feeling, decision, or action.
The vibe emerges from the association of texts with each other and is tuned by algorithmic models to “vibe with” participants (Brown et al., 2024, p. 2).
How algorithms tune vibes (conceptual model)
Labels and models example: Apple as a query in a simulated labeled environment.
Supervised model vs. Unsupervised model distinction:
Prediction target: “It's an Apple”
Supervised: uses labeled data to predict the target
Unsupervised: identifies patterns/correlations without explicit labels
The neural network learns emergent patterns via correlations rather than explicit causal explanations (e.g., if it’s cloudy, umbrella-wearing increases; the system infers a “rainy” vibe from correlations, not explicit causal reasoning) (Yeetgenstein, 2021).
The structure of Tuned Advertising (three key points)
1) Tuned advertising: Ads are algorithmically optimized to us, shifting over time, modulating to our online behavior.
2) Vibes: Instances of tuned flow, customized to individuals via proxies.
3) Historical shift: Advertisers moved from cultural engineers to cultural intermediaries; platforms enable real-time tuning through interaction, surveillance, and customization.
4) The rise of platforms has extended a long-held advertising dream, turning advertising into a continuous integration with daily life.
What’s at stake: implications of tuning
The tuning logic tightens the relationship between consumers and advertisers; real-time responsiveness becomes standard.
Reframing advertising: Focusing on the tuned sequence rather than a single ad reinstates advertising as a broader cultural system (Brown et al., 2024, p. 14).
The broader theoretical claim: Advertising’s power lies in its capacity to orient and organize rhythms of life in consumer societies (Schudson, 1984) (Brown et al., p. 2).
A historical arc: from cultural engineers to cultural intermediaries
Early era (mid-20th century): Advertisers positioned products within lifestyles and “the good life.”
1950s campaigns exemplify this with slogans that linked brands to social identities and aspirational living (e.g., Coca-Cola and Pepsi campaigns).
The shift over time: Ads pivoted from prescribing a blueprint for life to embedding themselves as cultural resources that people can incorporate into self-identity.
1950s advertising: cultural positioning examples (illustrative excerpts)
Coca-Cola: “The Sociables prefer Pepsi” and “Be Sociable, Have a Pepsi” messaging; positioning brands as part of social life and hospitality.
Coke’s taglines emphasized refreshing experiences and lifestyle alignment; Pepsi campaigns framed sociability and active living.
Ads used cultural cues (holiday contexts, fashion ties) to integrate brands into everyday social rituals.
Visual and textual cues from classic ads (examples in slides)
The ads illustrate how branding sought to fuse product attributes with lifestyle ideals—refreshment, sociability, hospitality, and social belonging.
The presentation juxtaposes Coke and Pepsi campaigns to demonstrate the shift from product attributes to cultural positioning.
Contemporary implications: platforms, participation, surveillance, and customization
Platforms enable real-time interaction (participation), always-on surveillance, and data-driven customization.
Three interrelated elements define tuning:
Participation/interaction: users narrate themselves to marketers via likes, comments, views; brands become part of everyday identities.
Surveillance: user activity is observed and transformed into data.
Customisation: data is used to tune content via algorithms.
These three aspects form a dynamic, looping process that continually reshapes the advertising ecosystem.
Ad resonance
Ad resonance describes the connection between ads and consumer sentiments, interests, and backgrounds; it is identified and optimized by algorithms.
This resonance underpins the effectiveness of tuned advertising in maintaining attention and guiding behavior.
Theoretical framing: advertising as a surrounding algorithmic culture
Advertising’s new cultural surround is algorithmically tuned, constructing consumers not as recipients of narratives but as collections of patterns, moods, and propensities available for modulation (Brown et al., 2024, p. 14).
Summary of the four major points:
1) Ads are optimized to sustain attention and influence purchases; 2) Vibes are tailored flows based on proxies; 3) Advertising shifted to cultural intermediaries embedded in everyday life; 4) Platforms enable tuning through interaction, surveillance, and customization, extending mid-20th-century advertising ambitions.
Week 5 preparation and assessment notes (upcoming content)
Next lecture (Week 5) focuses on Assessment 3 preparation:
Conduct three recorded interviews (30–45 minutes each) with individuals from the same sociocultural group to explore their “algorithmic imaginaries.”
Compile at least 10 potential quotes from the interviews.
Develop a 1000-word report providing an overview, identifies key social patterns, interprets quotes, and reflects on positionality.
Quick conceptual recap
Platforms are advertiser-funded media that treat the audience as the commodity and the advertiser as the buyer.
Advertising has shifted from a one-off targeting moment to a continuous, evolving tune driven by data, interaction, and algorithmic optimization.
The notion of a “vibe” captures the moment-to-moment, culturally embedded feel that ads aim to elicit, created by the rhythm of texts, content, and algorithmic models.
Historical arc: cultural engineers (shaping lifestyle ideals) evolved into cultural intermediaries (embedded within culture and everyday life), aided by platforms that enable participatory, surveillant, and customizable advertising.
Notes on structure and framing for exam preparation
Understand the distinction between mass advertising and targeted/tuned advertising on platforms.
Be able to explain the three core components of targeted advertising and how tuned advertising reframes the process as a continuous flow.
Be able to describe the concept of the “vibe” and how it differs from a single ad moment.
Recall historical shifts in advertising practice from cultural engineers to cultural intermediaries, with platform-enabled tuning as a key driver.
Recognize ethical and societal implications: surveillance, real-time responsiveness, and the potential for manipulation of mood and behavior; consider the balance between personalization and privacy.
Be prepared to discuss how “ad resonance” functions as a metric within this framework and how platforms operationalize it.