What Grow or Die measures
Grow or Die is an analytics product for AI apps and paid SaaS. It brings together website visitors, customer payments, recorded AI usage costs and saved X mentions. Connect the relevant sources to see each kind of evidence; a missing source is not a zero.
Revenue after AI costs is not total business profit. Payment fees, hosting, salaries and other business expenses can remain outside the calculation. See the contribution margin method and integration requirements.
Built by Chen
Chen is the founder of Grow or Die. For a product question, feedback or an integration problem, contact Chen on X.
How we handle evidence
Grow or Die publishes its own product guides and worked examples. The publisher is credited on each guide. That credit is not a claim of independent review or external certification.
- Examples and calculator outputs are estimates, not customer results. Synthetic data is identified as sample data.
- Provider documentation and reproducible calculations support technical explanations. Limits, incomplete usage and unknown prices remain explicit.
- Original publication dates are retained. Updated dates reflect changes to the guide, not each build or a claim that every external source was rechecked that day.
- Comparisons describe a defined use case and cite the pages reviewed. Vendor features can change; check the vendor before purchasing.
- Crawling, indexing, AI citations, visits and payments are separate observations. None guarantees the next.
Contact and corrections
Report an issue to Chen on X with the affected public URL, what appears wrong and the evidence or steps to reproduce it. Do not include credentials, private prompts or customer data.
Privacy requests: privacy@grow-or-die.com. Terms and billing questions: legal@grow-or-die.com.
Plans, refunds and privacy
See current plans, the billing and refund terms and the privacy policy. The purchase screen and applicable terms govern a purchase; this page does not add a refund promise.