K3N8HAd Spend & Margin Insights
Feed it a campaign CSV, get a ROAS chart and a plain-English write-up.
K3N8H Verified
- ✓ Real preview shipped
- ✓ License terms specified
- ✓ Setup/usage instructions included
- ✓ Actually run before listing
- ✓ Stated limitations verified
Takes an ad campaign CSV (spend, units sold, price, cost) and produces per-product ROAS and net profit, a chart flagging products below a reference ROAS, and a written summary.
Runs where you work
Built for a private workflow: local-first execution, no forced cloud dependency, and a clear path to use it on a laptop or phone without an API key.
Included value
Each product is designed to feel personal, useful, and complete without turning your work into an external dependency.
Preview
Open full preview →Ad Spend & Margin Insights
1 image
Real chart generated by running the script against the bundled sample-campaigns.csv.
What's included
- ad_spend_insights.py + requirements.txt
- sample-campaigns.csv
- roas_chart.png (real generated chart)
- example-insights.md (real generated write-up)
- README.md with stated input/output limits
Built with
Runs locally with Python 3: no accounts, API keys or internet needed
See example-insights.md and roas_chart.png — both generated by actually running ad_spend_insights.py against sample-campaigns.csv.
License & pricing
Try it before you buy. The preview above is the real product, not a mockup.
Personal License
$16
For your own work or your own business. No client work, and no resale or redistribution of the files.
Commercial License
$40
Use across client work or resell the output. No reselling the source files/template itself.
Refund terms are set per product, and checkout through Whop or Gumroad has its own buyer protection. Questions before you buy? Ask in the chat or on the feedback page; we'll help where we can.
Data Analyst Bots — publishing standard
- Required deliverables: Sample dataset, Example output, Setup instructions, Stated input/output limits
- Disclaimer required
- README required
- Proof-it-runs evidence required
No fabricated capabilities. State real limits on input size/format and output types.
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