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How does the internet make money from attention and data, and who gets it?

Research question: In what concrete ways does the internet economy create money from attention, data and network effects, and who captures it?

Platforms earn by charging firms a fee on each transaction they intermediate 1, and they can also monetize through subscriptions, advertising, or a freemium mix, with the best choice depending on ad prices 8. Attention is sold through ads: Meta's ad impressions rose 19% and its average price per ad rose 12%, with advertising making up $55.02 billion of its $56.31 billion quarterly revenue 232426. Data and network effects feed this model, since companies earn hundreds of billions of dollars a year from information about human activity 7, and Meta's 3.56 billion daily users supply the audience advertisers pay to reach 25, though network effects tend to limit how aggressively platforms can monetize 15. Meta generated $12.39 billion in free cash flow in the quarter 27, while the RBI's halt to key operations at Paytm Payments Bank disrupted the network effects and monetization loops that depended on them 1013. These facts partly answer the question: they show the mechanisms and some capture by large platforms, but they do not measure how the gains are split among firms, users and data collectors, and the newest figures date from the quarter ended March 31, 2026, about six months before October 2026 2327.

Checked 2026-10-18. Only documented and supported facts are used.
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Sources

[1] supported
The platform earns money by charging firms a fee on each transaction it intermediates.
"The platform charges firms for transactions it intermediates and can choose to offer an anonymous sales channel in addition to a revealing one."
Platform Design and Rent Extraction (2023)
[2] supported
Running both an anonymous and a revealing sales channel is profitable for the platform partly because it improves rent extraction, not only because it enables price discrimination.
"We show that offering both sales channels is profitable not only because it allows the platform to implement price discrimination, as suggested by the literature on opaque selling, but also because it improves rent extraction."
Platform Design and Rent Extraction (2023)
[3] documented
Running both channels is profitable for the platform partly because it enables price discrimination and partly because it improves rent extraction from firms.
"We show that offering both sales channels is profitable not only because it allows the platform to implement price discrimination, as suggested by the literature on opaque selling, but also because it improves rent extraction."
Platform design and rent extraction* (2024)
[4] supported
The anonymous channel weakens firms' bargaining position by breaking the link between the revealing-channel price and the firms' outside option, and it can reduce double marginalisation.
"The anonymous channel breaks the link between the price on the revealing channel and the firms' outside option; moreover, it can reduce double marginalisation."
Platform design and rent extraction* (2024)
[5] supported
Anonymous platforms offer consumers discounts but produce inefficient matching between consumers and firms.
"Anonymous platforms offer discounts but lead to inefficient matching between consumers and firms."
Platform design and rent extraction* (2024)
[6] supported
Paytm's platform monetizes several revenue streams: payments, merchant subscriptions, financial services, and marketing.
"The case traces Paytm's evolution from a mobile wallet into a multi-sided digital infrastructure platform that monetizes payments, merchant subscriptions, financial services, and marketing."
Paytm's Platform Paradox: Rebuilding Network Effects Amid Regulatory Rupture (2025)
[7] supported
Companies earn hundreds of billions of dollars each year by collecting large amounts of information about human activity and extracting predictive insights from it.
"Companies today generate hundreds of billions of dollars each year by collecting massive amounts of information about human activity and wringing predictive insights from it."
Regulating Data Monetization (2026)
[8] supported
Platforms can monetize through subscriptions, advertising, or a freemium hybr, and which one is optimal depends on advertising prices: subscription-only wins when ad prices are low, advertising-only when they are high, and freemium in the middle.
"We show that subscription-only dominates when advertising prices are low, advertising-only prevails when prices are high, and freemium emerges as strictly optimal in the intermediate region."
Watching Ad or Paying Premium: Optimal Monetization of Online Platforms (2025)
[9] supported
Attention is described as a scarce resource that is simultaneously a sought-after income, economic capital and social currency, because access to information is no longer the limiting factor.
"Begrenzend ist nicht mehr der Zugang, sondern die Aufmerksamkeit. Sie ist knappe Ressource , begehrtes Einkommen, ökonomisches Kapital und soziale Währung zugleich."
Ökonomie der Aufmerksamkeit
[10] supported
The RBI action disrupted Paytm's network effects and the monetization loops that depended on them.
"The study illustrates how the RBI action disrupted network effects and monetization loops"
Paytm's Platform Paradox: Rebuilding Network Effects Amid Regulatory Rupture (2025)
[11] supported
In the freemium model, subscription fees and ad intensity are both set higher than in pure strategies, because users moving between free and paid tiers make each lever more effective.
"Under freemium, we demonstrate strategic complementarity: both subscription fees and advertising intensity exceed their levels in pure strategies because each instrument’s effectiveness is amplified by the other through user reallocation across tiers."
Watching Ad or Paying Premium: Optimal Monetization of Online Platforms (2025)
[12] supported
Georg Franck argued in 1998 that the attention of others is the most irresistible of drugs and outweighs any other income, so fame ranks above power and wealth.
"Die Aufmerksamkeit anderer Menschen ist die unwiderstehlichste aller Drogen. Ihr Bezug sticht jedes andere Einkommen aus."
Ökonomie der Aufmerksamkeit
[13] supported
The Reserve Bank of India mandated a halt to key operations of Paytm Payments Bank because of persistent compliance failures.
"which mandated a halt in key operations of Paytm Payments Bank due to persistent compliance failures."
Paytm's Platform Paradox: Rebuilding Network Effects Amid Regulatory Rupture (2025)
[14] supported
Personal data is used to set insurance rates, borrowing costs, and attention-based advertising, with the information ecosystem tuned to capture user attention for the highest bidder.
"your driving habits dictate your car insurance rates, buying the wrong thing will increase your borrowing costs, and the information ecosystem you inhabit is finely tuned for keeping your attention available to the highest bidder."
Regulating Data Monetization (2026)
[15] supported
Network effects tend to lower how aggressively platforms can monetize, though their effect on the relative sensitivity of pricing and ad levers differs across pricing regimes.
"Network effects universally reduce monetization intensity but alter instruments’ relative sensitivities differently across regimes"
Watching Ad or Paying Premium: Optimal Monetization of Online Platforms (2025)
[16] supported
On the internet, attention is quantified through likes, friends, forum posts and comments, and the sites that monetise it are cited as proof of the attention economy at work.
"Hier ist die Ökonomie der Aufmerksamkeit auf dem Vormarsch und wird gemessen in „likes“ oder „Freunden“ oder in der Anzahl von Forenbeiträgen und Kommentaren."
Ökonomie der Aufmerksamkeit
[17] supported
The regulatory disruption hit Paytm's credit distribution and financial services, which were part of its integrated ecosystem and its platform-based business model.
"particularly its credit distribution and financial services, thereby challenging its platform-based business model."
Paytm's Platform Paradox: Rebuilding Network Effects Amid Regulatory Rupture (2025)
[18] supported
Roger McNamee, an early Facebook investor, argues that the advertising-based attention economy exploits detailed user data gathered by Facebook and Alphabet via smartphones, and that content appealing to emotions holds attention best.
"Er verwies auf das Detailwissen über die Nutzer , das durch ihre Verwendung sozialer Netzwerke wie Facebook und Alphabet mittels mobiler Endgeräte (Smartphones) entstehe."
Ökonomie der Aufmerksamkeit
[19] supported
Freemium is profitable only when consumers differ enough in how much they tolerate ads, since that difference is what lets the platform separate users into free and paying tiers.
"Critically, freemium’s profitability requires sufficient consumer heterogeneity in ad tolerance."
Watching Ad or Paying Premium: Optimal Monetization of Online Platforms (2025)
[20] supported
Negative attention, such as exposure of scandals, is at least a cost factor for companies, showing attention can also create costs.
"Auch negative Aufmerksamkeit, z. B. beim Aufdecken von Skandalen, ist zumindest ein Kostenfaktor für Unternehmen."
Ökonomie der Aufmerksamkeit
[21] supported
As consumers become more alike in their preferences, the freemium screening mechanism breaks down and the platform's best option reverts to a single pure strategy.
"As consumer preferences converge, the screening mechanism fails and freemium collapses to the superior pure strategy."
Watching Ad or Paying Premium: Optimal Monetization of Online Platforms (2025)
[22] supported
In a study of 16 digital marketplaces, higher GMV growth and take rate were not significantly associated with higher valuation multiples, so valuations appear to depend more on long-term, platform-specific fundamentals than on short-term monetization gains.
"A two-way fixed effects model on 16 platforms (2015-2025), finds positive but statistically insignificant effects, suggesting valuations reflect platform specific, long-term fundamentals rather than short-term growth or monetization changes."
Vend marketplaces ASA: the next big play for private equity? Network effects and valuation in digital marketplaces: an empirical study of growth and monetization drivers (2025)
[23] documented
Meta's ad impressions across its Family of Apps rose 19% year-over-year, so more ad placements were delivered to users.
"Ad impressions – Ad impressions delivered across our Family of Apps increased by 19% year-over-year."
Meta Reports First Quarter 2026 Results
[24] supported
The average price Meta charged per ad rose 12% year-over-year, so pricing per unit of attention also grew.
"Average price per ad – Average price per ad increased by 12% year-over-year."
Meta Reports First Quarter 2026 Results
[25] documented
Meta's user base, measured as family daily active people, averaged 3.56 billion in March 2026, up 4% year-over-year, providing the audience that advertisers pay to reach.
"DAP was 3.56 billion on average for March 2026, an increase of 4%"
Meta Reports First Quarter 2026 Results
[26] supported
Meta's total revenue reached $56.31 billion in the quarter, up 33% year-over-year, with advertising at $55.02 billion of that total in the segment data.
"Revenue – Revenue was $56.31 billion, an increase of 33% year-over-year."
Meta Reports First Quarter 2026 Results
[27] documented
Meta generated $32.23 billion in operating cash flow and $12.39 billion in free cash flow in the quarter, showing the cash the platform economy retains after heavy capital spending.
"Cash flow from operating activities was $32.23 billion, and free cash flow was $12.39 billion."
Meta Reports First Quarter 2026 Results