The Internet has significantly reduced the marginal cost of producing and d
istributing digital information goods. It also coincides with the emergence
of new competitive strategies such as large-scale bundling. In this paper,
we show that bundling can create "economies of aggregation" for informatio
n goods if their marginal costs are very low, even in the absence of networ
k externalities or economies of scale or scope.
We extend the Bakos-Brynjolfsson bundling model (1999) to settings with sev
eral different types of competition, including both upstream and downstream
, as well as competition between a bundler and single good and competition
between two bundlers. Our key results are based on the "predictive value of
bundling," the fact that it is easier for a seller to predict how a consum
er will value a collection of goods than it is to value any good individual
ly. Using a model with fully rational and informed consumers, we use the La
w of Large Numbers to show that this will be true as long as the goods are
not perfectly correlated and do not affect each other's valuations signific
antly. As a result, a seller typically can extract more value from each inf
ormation good when it is part of a bundle than when it is sold separately.
Moreover, at the optimal price, more consumers will find the bundle worth b
uying than would have bought the same goods sold separately. Because of the
predictive value of bundling, large aggregators will often be more profita
ble than small aggregators, including sellers of single goods.
We find that these economies of aggregation have several important competit
ive implications:
1. When competing for upstream content, larger bundlers are able to outbid
smaller ones, all else being equal. This is because the predictive value of
bundling enables bundlers to extract more value from any given good.
2. When competing for downstream consumers, the act of bundling information
goods makes an incumbent seem "tougher" to single-product competitors sell
ing similar goods. The resulting equilibrium is less profitable for potenti
al entrants and can discourage entry in the bundler's markets, even when th
e entrants have a superior cost structure or quality.
3. Conversely, by simply adding an information good to an existing bundle,
a bundler may be able to profitably enter a new market and dislodge an incu
mbent who does not bundle, capturing most of the market share from the incu
mbent firm and even driving the incumbent out of business.
4. Because a bundler can potentially capture a large share of profits in ne
w markets, single-product firms may have lower incentives to innovate and c
reate such markets. At the same time, bundlers may have higher incentives t
o innovate.
For most physical goods, which have nontrivial marginal costs, the potentia
l impact of large-scale aggregation is limited. However, we find that these
effects can be decisive for the success or failure of information goods. O
ur results have particular empirical relevance to the markets for software
and Internet content and suggest that aggregation strategies may take on pa
rticular relevance in these markets.