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Automate Google Ads reporting with AI: Performance scorecards, executive summaries & trend analysis

Specify a client and period. Juma reads your Google Ads reporting data and returns a PPC performance report with scorecards, charts, and benchmarks.

Tell Juma who the client is, what time period to cover, and who will read the report. Juma handles the full Google Ads reporting process: connecting to your ad account, pulling live data, and delivering a branded PDF ready to share. No exports, no formatting, no rebuilding charts from scratch.

1

Create a monthly Google Ads performance report

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Example Flow result

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  • Connect your Google Ads or Meta Ads account. Connected accounts mean live data in the report. No exporting, no manual entry. The report pulls directly from the ad platform.
  • Say who the report is for. "Share with the CMO" produces a different report than "for the paid media team." The audience shapes the executive summary, the level of detail, and how recommendations are framed.
  • Specify a comparison period. "Compare against last month" or "show Q3 vs Q4" adds trend context that makes the report more useful. Without a comparison, the report is a snapshot. With one, it tells a story.
  • Include your performance targets. "Target CPA is $40" or "ROAS goal is 4x" gives the report a benchmark that matters more than industry averages. When targets are in the project, every report measures against them automatically.
  • Run it on a cadence. Monthly reports build institutional memory. Each report becomes more valuable because it builds on the last one. The first sets baselines, the second finds trends, the third predicts.
2
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Connect your ad account for best results
Connect your company's Google Ads or Meta Ads account to Juma, and the report pulls live campaign data automatically. No exports, no CSVs, no copy-pasting. Uploading data manually works too, but nothing beats a live connection for speed and accuracy.

How do you compare Google Ads performance across two time periods?

A single report shows where things stand. A comparison shows where they are headed. Specify two time periods and Juma identifies what improved, what declined, and what shifted enough to act on — adding a trend layer to the google ads performance report you built in Step 1.

This step generates a side-by-side comparison for each campaign across both periods. Metrics covered:

  • Spend delta (over or under the prior period)
  • ROAS and CPA change
  • Conversion volume movement
  • Campaigns that crossed a performance threshold in either direction

Juma flags the 2–3 biggest shifts and provides a plain-language explanation for each. The output is a comparison section ready to add to the monthly report, or to share as a standalone update with the stakeholder.

Prompt
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Compare November's Google Ads performance against October for our client IKEA. Highlight what improved, what declined, and flag anything that shifted by more than 15%.

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3

How do you add industry benchmark context to a Google Ads report?

A metric without context is just a number. A CPA of $55 means something very different in legal services than it does in ecommerce. This step adds a benchmark comparison section to the report, so leadership can see not just how the account performed, but how it performed relative to what is typical for the industry.

This step adds a benchmarks section to the google ads reporting output. It covers:

  • CPA versus the industry average for the client's sector
  • CTR compared to the platform benchmark
  • ROAS relative to the category standard
  • A note on each metric that falls significantly above or below the benchmark

Specify the client's industry in the prompt and Juma pulls current benchmark data. If you have proprietary benchmarks for the client, add them to the Campaign Analysis Context file in the project and Juma uses those instead. Pair this step with the comparison in Step 2 to give leadership both internal trends and external context in a single report.

Prompt
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Add benchmark context to the report. How do our client's Google Ads metrics compare to e-commerce industry averages for CPA, CTR, and ROAS?

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4

How do you build a quarterly Google Ads rollup report?

Monthly reports track what happened. A quarterly rollup tells the bigger story: where the account started, where it ended, and what the arc of the last 90 days actually means. This step creates a longer-range PPC performance report that synthesizes three months of data into a single strategic narrative.

The quarterly rollup covers:

  • Monthly trend line for each key metric (spend, CPA, ROAS, conversions)
  • Best and worst-performing campaigns across the full quarter
  • Budget efficiency across the period - where spend produced results and where it did not
  • Strategic recommendations for the next quarter based on what the data shows

If you have run the monthly report in Steps 1 and 2 for each of the three months, Juma reads the existing outputs from the project and builds the rollup from that history. No re-exporting required. The quarterly report follows the same branded format as the monthly version and is ready to share with leadership or include in a QBR.

Prompt
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Create a quarterly Google Ads performance report for IKEA covering Q4 2025. Executive summary, monthly trends, and strategic recommendations for Q1.

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Set up your client project: performance targets and reporting preferences

Teams build one Juma project per client and add context over time. Every flow the team runs for that client pulls from the same project. If a project already exists, adding ad performance context means each report starts from the client's targets and history instead of generic benchmarks.

What to add

Campaign Analysis Context

Performance targets, KPIs the stakeholder cares about, budget parameters, and any standing notes about how the client prefers reports framed. Juma reads this before pulling data, so the report measures against the right targets from the start.

Past Performance Data

Historical baselines: last quarter's CPA, ROAS, and conversion volume by campaign. When present, trend analysis in the report compares against the client's own trajectory, making the narrative more specific. If the client's ad account is already connected, Juma can pull historical data directly, so this file becomes optional.

Client Brief

Company context, product lines, target audience, competitive positioning. The executive summary reads differently when Juma understands the business behind the numbers.

Guide Juma with project info

Add a short description to each knowledge item in the project's info field so Juma knows what each file contains and when to use it. For example:

  • Campaign Analysis Context: "Ad performance targets and reporting preferences. Read before building reports."
  • Past Performance Data: "Historical baselines for trend comparison."
  • Client Brief: "Business context for framing the executive summary."
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Frequently Asked Questions

How much time does this Flow save compared to building a Google Ads report manually?

This Flow reduces Google Ads report production from 2–4 hours to under 5 minutes. Manual reporting requires logging into Google Ads, exporting data, building charts, writing commentary, and formatting everything into a shareable document. With a connected ad account, Juma handles every step automatically and delivers a finished PDF.

Each of those manual steps requires switching between platforms, waiting for exports, cleaning data, and rebuilding context you already know. The work is repetitive, and most of it has nothing to do with the actual analysis.

For agencies running monthly reports across multiple clients, the time savings compound quickly. Teams that previously spent 10 to 20 hours a month on reporting can redirect that capacity toward strategy, creative testing, or client communication. A full PPC performance report that once took an afternoon now takes less than five minutes to produce.

What does a Google Ads performance report from Juma include?

A Juma Google Ads performance report is a structured google ads report template delivered as a branded PDF. It includes a plain-language executive summary, at-a-glance metrics, a color-coded campaign scorecard, budget allocation charts, and 3–5 data-cited recommendations. Every section is written for the specific audience you name in the prompt.

The executive summary covers what happened, what stands out, and what to do about it - written for the reader you specified. A CMO gets context and direction. A paid media team gets campaign-level detail and optimization opportunities.

The report closes with recommendations tied to specific numbers from the data. Each one identifies the issue, cites the metric that signals it, and suggests a specific action. This makes the report practical: stakeholders leave with a clear understanding of what to do next, not a list of observations.

Does the Google Ads account need to be connected to use this Flow?

No - manual file upload works. But connecting your Google Ads account gives Juma access to live campaign data for Google Ads reporting, which means no exports, no CSVs, and no manual entry. The connection is made once at the project level and every report after that pulls data automatically.

Upload a CSV or spreadsheet export from Google Ads if you prefer to control what data enters the report. This option is useful when reporting on a client whose ad account you do not have direct access to.

A live connection produces faster, more accurate reports and makes the comparison and trend features in Steps 2 and 3 reliable. Without a connection, trend analysis depends on the accuracy and completeness of the files you upload. For teams running regular monthly reports, a connected account removes that variable entirely.