PubMatic Launches AI Insights to Help Publishers Understand and Act on Demand Dynamics in Real Time
AI-powered intelligence helps publishers understand demand shifts and make more confident monetization decisions
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Available via the PubMatic Assistant embedded into PubMatic’s platform, AI Insights helps publishers gain real-time visibility into how their inventory, pricing, and demand compare to a relevant peer set, while protecting each individual publisher’s proprietary data. Publishers can use dashboards and natural language prompts to quickly understand what’s changing in the market and where to focus next to grow their revenue.
“Publishers today are operating in a market where demand conditions can shift in hours, not weeks, and relying on static reports simply doesn’t work anymore,” said
Shedding Light on Demand, Not Just Outcomes
Historically, publishers could see what happened in an auction, such as clearing prices or winning buyers, but were limited in their visibility into why performance changed. Seeing whether outcomes were driven by pricing strategy, buyer competition, demand concentration, or inventory alignment had previously required manual, retrospective analysis across multiple tools, often after revenue opportunities had already passed.
AI Insights is designed to close that information gap by combining real-time benchmarking with AI-generated interpretation, giving publishers a more active role in understanding how buyers engage with their inventory. Publishers can now see which advertisers are active, how budgets shift across channels, and where competition is intensifying or softening.
For omnichannel publishers like Realtor.com, AI Insights supports faster, more confident decision-making in a rapidly changing market.
“As a digital marketplace connecting millions of homebuyers, sellers, and real estate professionals, Realtor.com operates in an environment where demand, seasonality and buyer behavior can change rapidly,” said
Turning Insights Into Opportunity
AI Insights surface specific, actionable intelligence that was previously difficult to assemble in real time, including:
- Channel optimization insights, showing how demand and pricing shift between PMP and open auction, and where premium inventory may be better allocated as buyer behavior changes
- Advertiser and vertical strategies, revealing which advertisers and categories are gaining traction, which are declining, and where deeper engagement or diversification could unlock future demand
- Inventory alignment signals, highlighting which content genres and placements are attracting stronger CPMs and auction pressure, helping publishers adjust pacing, packaging, or exposure around demand spikes
- DSP and buyer behavior trends, providing clarity into where spend is concentrating or fragmenting across buying platforms
Early use of AI Insights is showing how peer benchmarking can surface meaningful pricing opportunities that may otherwise remain hidden. For example1:
- CTV: A prominent CTV publisher identified an opportunity to command up to 27% higher eCPMs for similar inventory when benchmarked against its closest peer cohort, averaged across Open Exchange, PMP, and Auction Package transactions.
- Online video: A leading online video publisher discovered that comparable inventory within its peer set was monetizing at approximately 22% higher eCPMs during the same period, revealing a clear opportunity to reassess pricing and packaging strategy.
From Static Analytics to Live Intelligence
As programmatic environments become more fragmented, publishers are often left stitching together insights across incongruent tools and reports. AI Insights replaces that approach with always-on intelligence delivered directly inside the
Publishers can explore these insights directly in a dashboard or use natural language prompts through the PubMatic Assistant to ask questions and surface recommendations that explain what’s changing, why, and which levers may require attention, turning hours of analysis into seconds and driving revenue outcomes faster.
Availability
PubMatic AI Insights is available now to eligible publishers on a subscription basis. For more information and to view demos, contact aitools@pubmatic.com, connect with your Customer Success Manager, or visit go.pubmatic.com/insights.
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1 These insights are based on historical performance data from
View source version on businesswire.com: https://www.businesswire.com/news/home/20260202189594/en/
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