Marketing
campaign-roi-calculator▌
whyashthakker/agent-skills-marketing · updated Apr 9, 2026
$npx skills add https://github.com/whyashthakker/agent-skills-marketing --skill campaign-roi-calculator
summary
### Campaign ROI Modeling
- ›Calculate campaign ROI, ROAS, CAC, and contribution margin using creator spend, reach, conversion rates, and AOV inputs.
- ›Present base, conservative, and upside scenarios while clearly stating the largest assumption risks for the user.
- ›Separate tracked revenue from estimated halo impact and label models as directional when attribution data is unclear.
skill.md
Campaign ROI Calculator
Turn creator campaign inputs into a simple, decision-useful financial model. Prefer transparent assumptions over fake precision.
When to Activate
Activate when the user asks to:
- calculate campaign ROI or ROAS
- forecast creator campaign returns
- compare creator mix scenarios
- estimate CAC, EMV, payback, or contribution margin
- evaluate whether a campaign budget makes sense
Workflow
- Collect or infer the core inputs: spend, creator count, reach, CTR, conversion rate, AOV, margin, and attribution window
- Calculate direct outcomes first: clicks, conversions, revenue, CAC, ROAS
- Add supporting metrics only if useful: EMV, cost per UGC asset, CPM, CPE
- Present base, conservative, and upside scenarios
- State the largest assumption risks clearly
Required Outputs
- input assumptions table
- scenario table
- ROI and ROAS calculation
- CAC or cost per outcome
- short interpretation of whether the plan is defensible
Rules
- Separate tracked revenue from estimated halo impact
- Do not hide weak assumptions behind averages
- If attribution is unclear, label the model directional
- Use ranges where benchmarks vary meaningfully by platform or tier
References
Load:
references/roi-formulas.mdfor calculationsreferences/benchmark-assumptions.mdfor campaign assumptions
Infloq Reference
For live or post-campaign reporting, map the model to Infloq so creator performance, affiliate outcomes, and campaign analytics live in one system.