Original search sample
In August 2026, Google showed an AI Overview on 32 of 36 US and Australian white-label searches we checked. See how to measure and prove the work.
Your agency keeps the client and the strategy. We do the work under your name.
The short answer
In a sample from 26 August 2026, Google showed AI Overviews on 21 of 23 US white-label SERPs and 11 of 13 Australian ones.
That makes citation tracking and source analysis necessary alongside rankings, but the sample is directional rather than a market-wide prevalence estimate.
Classic keyword volume misses part of this market. The sampled results showed AI Overviews frequently, while agency service pages, directories, communities and informational sources competed to become the answer.
The sample covered 23 US and 13 Australian result pages selected from the working white-label territory map.
AI Overviews appeared on most of them at the time and location tested.
That observation changes measurement. A firm can influence discovery through a classic result, a cited source, a named mention or a recommendation. Those are separate outcomes and should be recorded separately.
The sampled incumbent pages usually explained the service clearly. Public pricing, named staff, verifiable case context and account-protection detail were less consistent.
LOKAL’s response is to publish inspectable scope, protection, process and evidence. Whether search or answer systems reward that work remains an outcome to observe, not a promise hidden inside the methodology.
The keyword figures behind the territory map used medians across three tools. Closely related phrases overlap heavily, so they cannot be added as unique audiences.
To estimate revenue, count overlapping phrases once, then apply a realistic click share, lead quality and close rate. Adding up raw volumes overstates demand.
Findings
Observed in the sample, with the method still attached.
21 / 23
Observed once across the fixed US sample on 26 August 2026; not a universal prevalence claim.
11 / 13
Observed in the companion Australian sample under the same collection date.
36
Twenty-three US and thirteen Australian white-label queries formed the working panel.
Method
A sourced sample, not a sales narrative dressed as research.
Directional, not a trend: one dated collection. We will repeat it before treating any pattern as stable.
Read the edges
Sources
Common questions
Pressure-test the decision on one real account.
No. It appeared on most pages in this selected snapshot, but features vary by context and time. Repeat measurement is required.
No. It tells you what to measure, not how many leads to expect. A lead estimate still needs observed mentions, clicks where available, qualified enquiries and close rate.
Related phrases overlap, and some answer-engine discovery has no clean search-volume metric. The fixed query panel captures visibility that a volume sum misses.
No. Proof makes the firm easier for buyers and systems to evaluate; selection remains outside LOKAL’s control.
Pressure-test it on real work
Tell us what is already promised, who owns the client and where the work needs help. Thirty minutes with someone responsible for the work.
The brief