Disclaimer.
effective September 6, 2026. the short version: real numbers, no promises about yours.
This is general information, not professional advice
Everything on this site, the blog, the playbooks, the case studies, and the calculators, is offered for general informational and educational purposes. None of it is financial, legal, tax, or investment advice, and none of it should be treated as a substitute for advice from a qualified professional who knows your specific situation.
The ZuAI numbers are real, and they are one engagement
ZuAI going from 10K to 2M users at a blended $0.02 CAC over 11 months is a real, historical result from a specific engagement, drawn from internal dashboards at the time. It is not a guarantee, promise, or typical result for any other business. Customer acquisition cost, growth rate, and every other number in that case study depend heavily on the product, the market, the budget behind it, the timing, and the execution, most of which no operator controls. A different product with the same playbook can produce a very different number.
Testimonials
Testimonials on this site reflect the individual, honest experience of the named person or company. They are not a representation that anyone else will achieve a similar experience or outcome.
The calculators are estimates
Every tool at /tools computes an estimate from the numbers you enter, using general, published formulas. The output is only as accurate as your inputs, does not account for every factor specific to your business, and should be checked against your own numbers and judgment before it informs a real decision.
Platforms change their own rules
The Reddit, TikTok, and paid social guidance on this site, including the SAFE reddit playbook, reflects real experience and understanding at the time it was written. Reddit, TikTok, Meta, and every other platform mentioned change their algorithms, policies, and enforcement without notice. Following this content does not guarantee that an account will avoid suspension or a ban. It describes what has worked, not what is guaranteed to keep working.
Reading this site does not create a working relationship
Nothing on this site, including the free breakdown call, creates a consulting or advisory relationship on its own. A paid engagement begins only once its scope and terms are agreed in writing.
Corrections
If something on this site is inaccurate or needs updating, say so directly: arbhaveshpanse@gmail.com.