Disclaimer

The content on this website is provided for general informational, educational, and business-evaluation purposes. It is intended to help you understand growth and analytics concepts and to evaluate whether the services described may be relevant to you.

General website content and free tool outputs do not constitute professional advice of any kind, including:

• Legal advice
• Tax advice
• Accounting advice
• Investment advice
• Securities advice
• Credit advice
• Financial advice
• Regulatory advice
• Compliance advice

Consulting advice is provided only under an appropriate separate engagement governed by a written agreement. For decisions in these areas, consult a qualified professional who can consider your specific circumstances.

Growth and marketing information on this website is general in nature. Outcomes vary widely because:

• Benchmarks vary between businesses and markets
• Historical performance does not guarantee future performance
• Market conditions change
• Platform algorithms change
• Advertising costs change
• User behaviour changes
• Competitive conditions differ
• Implementation quality affects outcomes

Analytics and attribution are inherently imperfect. Results can be affected by factors such as:

• Tracking prevention
• Consent settings
• Cookie restrictions
• Ad blockers
• Cross-device behaviour
• Offline activity
• Platform modelling and estimation
• Missing identifiers
• Data quality
• Integration errors
• Attribution-window differences
• Differences between analytics, advertising, and CRM systems

Any forecasts, models, or unit-economics figures are estimates based on assumptions and the information available at the time. This includes measures such as:

• LTV
• CAC
• Payback period
• ROAS
• Margins
• Retention
• Churn
• Revenue forecasts
• Growth scenarios
• Risk-adjusted outputs

Actual results may differ, and these figures should not be treated as promises or guarantees.

Some outputs on this website may be generated or assisted by artificial intelligence. AI-assisted analyses:

• May contain factual or logical errors
• May omit relevant context
• May rely on incomplete inputs
• Require human review
• Should not be used as the sole basis for material decisions

Interactive tools and calculators are available on tools.lazarevych.com. When using them, please understand that:

• Outputs depend on the inputs you provide
• Default values and assumptions may not match your specific business
• Results are estimates
• Outputs are not guarantees
• You should independently verify results before relying on them

Nothing on this website guarantees any particular outcome, including:

• Revenue
• Profit
• Growth
• Campaign outcomes
• Conversion rates
• Search performance
• Forecast accuracy
• Cost savings
• Compliance
• Investment or lending decisions

You are encouraged to independently validate the information, assumptions, calculations, and recommendations you find on this website before acting on them, and to seek qualified professional advice where appropriate.

Third-party services and data sources are outside our control. Their:

• Platforms
• APIs
• Data sources
• Documentation
• Prices
• Policies
• Features
• Availability
• Algorithms

may change without notice, which can affect information, tools, or integrations that depend on them.

External links are provided for convenience only. A link to a third-party website or resource does not constitute an unconditional endorsement of its content, products, or services, and we are not responsible for third-party content.

Work carried out under a separate consulting engagement is governed by the relevant written agreement for that engagement. That agreement, rather than this Disclaimer, defines the scope, deliverables, and terms of any professional services provided.

To the maximum extent permitted by applicable law, the website operator is not responsible for losses arising from reliance on general website information, free tools, forecasts, or AI-assisted outputs. Nothing in this Disclaimer excludes or limits any liability that cannot lawfully be excluded or limited.

This Disclaimer may be updated from time to time. When it is updated, the “Last updated” date at the top of the page will change. Please review this page periodically.

If you have questions about this Disclaimer, please visit the contact page.