Recommendations, not advice
Growth plans, scores, roadmaps, analyses and generated content are recommendations. They are not legal, financial, medical, tax or investment advice, and no professional relationship is created by using them.
Updated August 2026
AI Disclaimer
MindSpring Lab's AI features exist to accelerate thinking and planning. They do not replace professional judgement.
Accuracy
AI models can be wrong, outdated or incomplete, and may produce confident but incorrect statements. Verify facts, figures, citations and claims before publishing or acting on them.
Scores are indicative
Growth and brand scores are heuristic indicators derived from the information you provide. They are not audits, valuations or benchmarks against verified third-party data.
AI in QA
AI-assisted test cases, severity suggestions and report summaries are labelled as AI-generated and always require human validation by a tester before they are treated as results.
Your responsibility
You remain responsible for how AI output is used, including compliance with applicable law, platform rules and intellectual property rights.