In multi-sided ad mediation/auction networks, competitor entry into the auction can be net positive for the platform owner — the opposite of the standard competitive threat narrative. Two mechanisms: (1) the platform earns a fee on every impression won, including by competitors; (2) additional bidders raise price discovery, lifting CPMs on the premium inventory the incumbent retains. The moat is not bidding share — it is training data, SDK reach, and bid density itself.
When evaluating competitive threats to ad mediation platforms, the standard "market share loss" framing is wrong. Evaluate instead: (a) does the platform collect fees on competitor-won inventory? (b) does the challenger have access to equivalent training data? (c) is the incumbent's SDK reach self-reinforcing? Competitive entry into the auction may be irrelevant or even beneficial until a challenger can source equivalent training data from a comparable network.