How to Automate Category Review Decks from Syndicated Data
CPG brand managers spend 20-30 hours per cycle building category review decks from syndicated data. The automated workflow takes 10-15 minutes and runs on Basquio's credit system.
A CPG category review deck costs $1,200-3,000 in market research professional labor per cycle. The analysis takes a few hours. The production (charts, narrative, formatting, brand template) takes 20-30 hours. That production time is 3-5x the analysis time, every single cycle, every single brand.
The automated workflow produces the same deliverable in 10-15 minutes on Basquio's credit system. Free users start with 30 one-time credits, and recurring workflows move to Starter or Pro. This is still a 90-97% cost reduction versus manual production.
What Is the Category Review Workflow?
The typical CPG market research professional follows seven steps each cycle:
- Pull data from your syndicated data provider as Excel or CSV exports
- Clean and pivot the data in Excel: standardize periods, align hierarchies, compute share and growth metrics
- Identify the story: what's driving growth, who's gaining share, where are the gaps
- Build charts: market overview, brand share trends, price/volume decomposition, channel splits
- Write the narrative: executive summary, key findings, implications, recommendations
- Design the deck: apply the brand template, format charts, align text, add source notes
- Pair with PDF: often need both an editable PPTX and a polished PDF for different audiences
Steps 1-3 are analysis. Steps 4-7 are production. Production takes 3-5x longer than analysis.
Why Don't Current Tools Solve This?
| Tool Category | Can Analyze Data? | Can Build Slides? | Can Write Narrative? | One-Step? |
|---|---|---|---|---|
| ChatGPT / Claude | Yes (pasted text) | No PPTX output | Yes | No |
| Gamma / Beautiful.ai | No | Yes | From text only | No |
| Tableau / Power BI | Yes | Dashboards only | No | No |
| think-cell | No (Excel link) | Yes | No | No |
| Power Automate / Python | Template only | Template only | No | Requires engineering |
| Basquio | Yes (file upload) | Yes (branded PPTX) | Yes (from analysis) | Yes |
Each existing tool covers one or two steps. None covers all seven.
How Does the Automated Workflow Work?
Step 1: Upload Your Evidence Package
Upload the raw syndicated data exports directly. Category performance data (CSV/XLSX), brand-level share and sales data, channel or retailer splits, period-over-period comparisons, any supporting PDFs, notes, or prior decks as context. Everything goes in as one "evidence package."
Step 2: Write a One-Line Brief
Tell Basquio what this deck needs to do. Examples: "Quarterly category review for the snacks leadership team. Focus on share shifts vs. last year and channel dynamics." Or: "Monthly brand performance update for the chocolate category. Highlight where we're losing to private label."
The brief sets the audience, the framing, and the decision the deck should support.
Step 3: Analysis Runs Automatically
Basquio reads the data files, identifies the structure, and computes: market size and growth rates, brand share positions and trends, price/volume decomposition, channel-level performance splits, growth drivers and laggards, competitive positioning shifts.
The computation is deterministic. Numbers are calculated by code (pandas, numpy), not estimated by AI.
Step 4: The Deck Gets Built
From the computed analysis, Basquio generates: an executive summary with the key story, charts rendered from the actual data (matplotlib for computation, PptxGenJS for PPTX embedding), detailed findings with source references, recommendations shaped for the specified audience, a branded PPTX in your template, a narrative PDF report with the full analysis, and a data workbook with traceable source references.
Step 5: Review and Refine
You get a first draft in 10-15 minutes instead of 20-30 hours. The output includes an editable PPTX you can open in PowerPoint and modify, a PDF report you can share with stakeholders who don't need to edit, and source traceability so anyone can verify where the numbers came from.
What Does a Typical Output Look Like?
A standard category review deck includes 10 slides:
- Slide 1: Executive overview with market size, growth, key story
- Slides 2-3: Category performance with total market and segment breakdown
- Slides 4-5: Brand analysis with share trends and competitive positioning
- Slides 6-7: Channel performance with retailer comparison and distribution
- Slide 8: Growth decomposition covering price vs. volume vs. mix
- Slide 9: Strategic implications and quantified recommendations
- Slide 10: Appendix with methodology and source notes
Every chart is computed from your uploaded data. Every claim references the source file.
What Are the Economics?
| Cost Factor | Manual Workflow | Automated Workflow |
|---|---|---|
| Market research professional time per deck | 20-30 hours | 2-4 hours (review only) |
| Market research professional cost per hour | $60-100 (fully loaded) | $60-100 (fully loaded) |
| Tool cost per deck | $0 (Excel/PPT) | Basquio credits (example: 13-credit Deck) |
| Total cost per deck | $1,200-3,000 | Market research professional review time + credits |
| Annual cost per brand (quarterly) | $4,800-12,000 | Review time + credits |
| Annual cost per brand (monthly) | $14,400-36,000 | Review time + credits |
The ROI is 10-30x per brand per year.
How Do You Get Started?
- Create a Basquio account (30 one-time free credits to start)
- Upload the syndicated data exports from your most recent cycle
- Write a one-line brief about who the deck is for
- Review the output and see how much editing the first draft actually needs
The best test is a real package from a real cycle. If the first draft is strong enough to edit rather than rebuild, the workflow is doing its job.
FAQ
What data formats does Basquio accept?
CSV, Excel (.xlsx, .xls), and common spreadsheet formats. Exports from all major syndicated data providers work directly.
Can Basquio handle multiple data files?
Yes. Upload your entire evidence package, multiple spreadsheets, PDFs, notes, as one submission.
Does it work with exports from any data provider?
Yes. Basquio reads the data structure from the files themselves. It works with any provider that exports CSV or Excel.
Can I use my company's PowerPoint template?
Yes. Upload your PPTX template and Basquio applies your brand system to the output.
How long does it take?
5-15 minutes for a standard category review deck, depending on data complexity.
Is my data secure?
Data is processed server-side and not retained longer than needed for the analysis. Enterprise plans include additional governance and retention controls.