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Create a quarterly industry report from scattered data sources using AI as analyst

Turn messy industry data, customer signals, news, research, and internal observations into a polished quarterly report with charts, themes, and executive takeaways.

What you will have

Produce a source-backed quarterly industry report with trend analysis, visual recommendations, strategic implications, and a designed final format.

Setup time
6-10 hours
Time saved
30-50 hours vs. manually gathering, analyzing, writing, and designing a quarterly report
Estimated cost
$150 to $700 per month
Tools used
7 tools

Why this works

Quarterly reports are valuable because they help buyers understand change, but they are expensive to produce manually. This workflow uses AI as an analyst layer across scattered sources, then forces the output into themes, evidence, visuals, and implications. It works because the AI is not just summarizing sources; it is organizing them into a repeatable editorial and analytical structure.

Step-by-step workflow

Preview the workflow

Step 1 is open. Pro unlocks the remaining steps, copy-paste prompts, pro tips, tool-by-tool setup guidance, and implementation details.

1

Define the report thesis and recurring sections

1 hour

Before collecting data, define the report's purpose, audience, industry boundary, and recurring section structure. Choose 5-7 sections such as executive summary, market signals, customer behavior, technology shifts, funding and M&A, regulatory changes, and strategic implications. This gives the AI a consistent frame for every quarter.

Output

A quarterly report blueprint with audience, thesis, and recurring sections.

Claude
Pro tip

Recurring reports need a stable structure. Readers should know what to expect each quarter, even as the insights change.

Prompt template
Create a quarterly industry report blueprint.

Industry: {{industry}}
Audience: {{audience}}
Business objective: {{business_objective}}
Company point of view: {{company_pov}}
Available source types: {{source_types}}

Return:
1. Report thesis
2. Target reader and what they care about
3. 5-7 recurring sections
4. What data belongs in each section
5. What should be excluded
6. Recommended report length
7. Tone and editorial guidelines

Make the structure repeatable for future quarters.

Pro workflow preview

Previewing 1 of 8 steps

Pro membership

Unlock the full workflow

Get the remaining 7 steps, copy-paste prompts, pro tips, tool-by-tool setup guidance, and weekly new workflows.

$9/month

Collect external data and market signals
Add internal data and field observations
Load sources into NotebookLM and query for patterns
Synthesize the top trends and implications
Create visualization recommendations
Draft the full report with an analyst-style narrative
See Pro plan
2Collect external data and market signals
Locked
3Add internal data and field observations
Locked
4Load sources into NotebookLM and query for patterns
Locked
5Synthesize the top trends and implications
Locked
6Create visualization recommendations
Locked
7Draft the full report with an analyst-style narrative
Locked
8Design the final report and promotion assets
Locked

Expected results

Report output

1 full report + 5 derivative assets

The workflow includes the core report plus promotional and sales enablement assets needed for launch.

Time saved

30-50 hours

AI accelerates source gathering, synthesis, trend clustering, visualization planning, drafting, and derivative content creation.

Trend coverage

5-7 major themes

A quarterly report is most useful when it focuses on a small number of meaningful shifts instead of a long list of news items.

Credibility

Source-backed analysis

NotebookLM and source databases keep the report grounded in evidence while Claude helps synthesize implications.

Build this next

Related

Build a market landscape report from scratch using AI as your analyst

A related playbook to build after this workflow.