Google announced new agentic capabilities across Google Ads and Google Analytics on 10 August, headlined by Ask Advisor, an in-product AI agent that builds dashboards from plain text and benchmarks your campaigns against unnamed competitors S¹. The update compresses what used to be a reporting exercise into a single conversation. What that means for the people who sell analytics services, and the one detail Google left undefined, is where this gets interesting.

My read: This is Google's third pass at the same idea in nine months. Ads Advisor and Analytics Advisor arrived as separate tools last November P⁴. Ask Advisor unified them into one cross-product agent in May P². Now Google is threading that agent through every surface a marketer touches. I don't buy the benchmarking claim yet, because "anonymised averages from similar businesses" is undefined S¹. Without knowing how Google defines "similar," the comparison could be flattering or useless. The text-to-dashboard feature, though, removes a genuine bottleneck. And the real-time summaries that explain the "why" behind each report are the kind of thing a junior analyst spends hours doing manually.

From three tabs to one prompt

The mechanics are straightforward. Google Analytics now places AI-generated summaries at the top of the homepage, highlighting notable shifts since your previous login S¹. When a data card catches your eye, one click carries that context into Ask Advisor for deeper analysis S¹. You can opt into phone or email notifications for these summaries at a frequency you choose S¹.

On the Google Ads side, the homepage has been rebuilt to present AI-driven insight cards tailored to your account S¹. A prompt box sits above those cards, letting you type a question and generate a custom insight S¹. The new Dashboards feature turns raw data into visualisations from text prompts, and every report automatically produces a real-time summary explaining the "why" behind the numbers S¹. Dashboards are live in Google Ads now and coming soon to Google Analytics S¹.

The nine-month evolution

This did not appear overnight. Google announced Ads Advisor and Analytics Advisor as separate agents in November 2025, with a rollout to English-language accounts that December P⁴. In May 2026, Google unified them into Ask Advisor, described as a "cross-product AI agent that unites your marketing tools into one expert experience" P². The August update adds the dashboard-building, benchmarking, and notification layers on top.

The pattern mirrors what Google has been doing across its products. Ask Advisor applies the same logic to the ad platform: instead of leaving Google Ads to check Analytics, the agent carries context between them.

The benchmarking claim that needs scrutiny

Google is introducing a benchmarking feature inside Ask Advisor that compares your campaign performance against "anonymised averages from similar businesses" S¹. The phrase appears once in the announcement with no methodology attached. Google does not say how it defines "similar," how many businesses feed the average, or whether the comparison adjusts for budget size or industry type. A small e-commerce store benchmarked against a multinational retailer's averages would look terrible. The reverse would flatter. Without those details, the benchmark is a number without a frame.

What to do about it

For a mid-size e-commerce brand running paid search and shopping ads, the practical shift is this: the person who used to spend Monday morning pulling a Google Analytics report, exporting it to Sheets, and writing a summary for the team can now get the summary from the homepage. Ask Advisor's AI Overviews surface the changes since last login, and the click-through to deeper analysis means the follow-up question is one prompt away S¹.

Kevin Marshall, Paid Media Director at Gardyn, says Ask Advisor has become his go-to for a directional check on paid media performance, and that the speed gives him time to dig deeper and improve performance sooner S¹. That is a single testimonial selected by Google, so treat it as a signal of intent rather than proof of outcome.

If you manage Google Ads or Analytics accounts, the one thing to do this week is log in and look at the new homepage. The AI Overviews in Analytics and the insights cards in Ads are live now. Type a question into the prompt box above the cards and see whether the answer is useful or generic. That will tell you faster than any announcement whether this agent is a time-saver or a parlour trick.

What we don't know yet

Google has not named the underlying model powering Ask Advisor, and the announcement gives no adoption metrics, performance benchmarks, or revenue impact figures S¹. The Dashboards feature is live in Google Ads but only "coming soon" to Google Analytics, with no confirmed date S¹. The benchmarking methodology is undefined. And every claim in this story comes from Google's own blog, with no independent corroboration.

The next signal: Google's next ads product update, likely tied to its Q3 earnings cycle in October. We'll check whether Ask Advisor has moved beyond English-language accounts and whether Google releases any usage data. Stick with us and we'll check that claim against whatever Google reports next.

Sources: S1 — Evolve your marketing with new AI tools · P2 — Introducing Google Ask Advisor for marketers · P3 — minbeomkim/AdvisorQA · P4 — Try out Ads Advisor and Analytics Advisor · P5 — googleanalytics/google-analytics-mcp

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