Automated reporting that automates the analysis, not just the layout

Most automated reporting tools schedule a widget refresh and call it automation. The slow part of reporting is the analysis and the writing — that is what AnalyzeData automates: real computation over your data, charts designed automatically, narrative drafted from the results.

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Analysis reportJuly 1, 2026

Organic Search Performance — Q2 Review

Prepared for: Acme Outdoor Co.
Source: seo-traffic-last-90-days.csv · 90 rows

Organic clicks (30d)

13,344

+14.3%

Impressions (30d)

289k

+13.5%

CTR

4.61%

+0.03pp

Avg. position

8.4

-0.6

Organic clicks by week

Steady growth across the quarter, with the strongest week late in the period

Key insight

Organic clicks grew +14.3% over the last 30 days while average position improved to 8.4. Rising impressions with stable CTR means the growth is coming from new query visibility — not just better rankings on existing terms.

Recent weekly performance

Week	Clicks	Impressions	WoW change
Week of 05-21	2,813	59.6k	+9.1%
Week of 05-28	3,071	66.4k	+9.2%
Week of 06-04	3,114	69.2k	+1.4%
Week of 06-11	3,132	66.3k	+0.6%
Week of 06-18	3,122	67.2k	-0.3%
Week of 06-25	2,865	62k	-8.2%

A real report generated by the engine from a sample Search Console-style dataset — every number computed, provenance attached.

What actually gets automated

The computation

Python runs against your full export — aggregations, comparisons, trend math — with the code preserved on every block. No formulas to maintain, no copy-paste errors.

The chart design

The engine picks chart types from a constrained, validated spec and applies editorial defaults automatically. Nobody hand-builds another Excel chart.

The write-up

The summary paragraph, the callouts on inflection points, the "what changed" framing — drafted from computed results only, ready for your edit.

How it works today

1
Drop any recurring export — weekly sales, monthly marketing, ops metrics — into the workspace.
2
Ask the same question you answer manually every cycle. The engine computes, charts, and writes.
3
Generate the report and send the link. Next cycle, drop the new export and repeat in minutes.

On the roadmap: Scheduled end-to-end automation — connected sources refreshing on cadence, reports regenerating and emailing themselves — ships with the paid launch. The analysis automation on this page is live now.

How to automate reports in Excel (and when to stop)

Excel automation means macros, fragile formulas, and one person who knows how it works. If your recurring report starts from an export anyway, skipping the spreadsheet and generating the finished document is the simpler automation.

Frequently Asked Questions

Everything you need to know about using AnalyzeData.

Automated reporting is producing recurring reports with minimal manual work. Complete automation has three layers: data collection, analysis, and delivery. AnalyzeData fully automates the analysis layer today (computation, charts, narrative) with collection and delivery automation shipping at paid launch.

Upload the Excel file and ask for the report you build manually today. The engine computes the metrics, designs the charts, and drafts the summary — the hour of spreadsheet work becomes a couple of minutes of review.

It depends on what you need automated. If it's many-connector data plumbing, dashboard suites do that. If it's the analysis and the client-ready write-up — the hours that actually cost you — that is what AnalyzeData automates, at a flat published price.

Yes — automation here never means opacity. Every automated number carries the code that computed it; click "Verified" on any block to audit it.

Automate your most repetitive report

Take the export you process every month and let the engine do this month's pass.