What Google just pre-announced
Two bidding and budgeting changes dropped last week, timed as pre-announcements ahead of Google Marketing Live on May 20.
First: Smart Bidding Exploration is expanding to Performance Max campaigns with product feeds and to Shopping campaigns. The beta for PMax is live now; Shopping is weeks away.
Second: Demand-Led Pacing is rolling out to Search and Shopping campaigns. Instead of spending your daily budget at a roughly even rate throughout the day, Google's AI will vary the spending rate based on real-time demand signals — spending more on high-demand periods, pulling back when demand softens.
What Smart Bidding Exploration actually does
When SBE launched on Search, the mechanism was straightforward: it finds converting queries that your current bidding wasn't winning, specifically lower-competition, less obvious searches that convert at similar rates. Google reported an average 27% increase in unique converting users for Search advertisers using it.
The important word is "unique." It isn't just delivering more volume on the same queries — it's finding buyers who weren't appearing in your existing results at all. For brands with established keyword lists and tight bids, SBE surfaces demand the conventional setup was missing.
On Shopping and PMax, the mechanism shifts because there are no explicit keywords. The AI works from product feed attributes and user intent signals, pushing into product queries that the current model wasn't confident enough to bid on. Whether that produces similar lift to Search depends on your feed completeness and conversion history. A thin feed gives the system less to work with, and a sparse conversion history gives it less signal to distinguish good queries from bad.
Demand-led pacing changes your daily spend curve
Budget pacing has traditionally worked by spreading your daily budget across the day at a roughly even rate, with some adjustment for historical patterns. Demand-led pacing replaces that logic with intent-based spending.
In practice: on a day when your product category sees a demand spike, the system will push spend harder in that window rather than holding back to maintain even distribution. On a quiet day, it pulls back. Your daily and monthly budget caps remain in place.
For most advertisers, this is probably good — you're spending when buyers are actually there. The consequence worth noting: flat daily spend used as a proxy for campaign health stops working as a monitoring signal. If your Monday report shows Tuesday spent 40% less than Monday, that's the system responding to lower demand, not a problem to investigate. You'd need to look at impression share, conversion rates, and CPA trends rather than raw daily spend to evaluate performance.
The e-commerce angle
Both changes have more impact on Shopping and PMax than on Search-only accounts.
SBE on Shopping means Google will bid on product queries it previously considered too low-confidence. For brands with strong conversion histories and well-optimized feeds, this is likely to generate additional converting volume. For accounts with sparse data or incomplete product attributes, the incremental queries may not convert efficiently — the system needs enough signal to recognize what success looks like before it can productively explore.
On PMax, SBE adds another automation layer on top of a campaign type that already operates largely without manual input. The only real lever you have here is data quality: conversion tracking accuracy, value rules that correctly weight different conversion types, and a product feed with enough attribute detail to give the model something meaningful to work with.
What to check before rollout
You do not have a firm deadline — SBE for PMax is in beta, Shopping is weeks out, and demand-led pacing will arrive on Search and Shopping over coming months. Two things are worth reviewing now.
Check your primary conversion action and confirm it is firing accurately. SBE's value is proportional to the signal it has — if your tracking is capturing low-quality events or misfiring, the system will optimize toward those. This is the point of highest leverage before the feature lands.
Also review how your team monitors daily spend. If your process flags anomalies based on day-over-day comparisons, update it to account for demand-led variation. The meaningful signals shift to impression share, CPA trends, and overall conversion volume rather than whether today's spend curve looked like yesterday's.
Google Marketing Live on May 20 should add further detail on both features. If you want to see how your current account structure is positioned ahead of those changes, the free Gromerce audit gives you a clear picture quickly.
The accounts that benefit from deeper automation are the ones with clean data feeding into it — everything else just amplifies noise.
Related articles: google-ads-ai-mode-placement-2026 · google-ads-ctr-rising-conversions-flat · google-ads-data-retention-cut-june-2026
Sources: Search Engine Land, Search Engine Journal, Google Ads Blog, May 2026

