Likes, Comments, Polls, or Real Execution?

All are free. Only one drives truth, insight, and sales.

Comparison

Capability Likes Comments Free Social Polls Personalized AI
(Vote Frenzy)
Cost Free Free Free Free
User effort One click Manual typing Manual setup One-click activation
Signal quality Weak Noisy Surface opinions Qualified intent
Truth incentive None Social pressure None Rewards honesty
Public visibility Public Public Often public Private, anonymous
Identity exposure Always Always Often repeatable Never
Voting rules Unlimited Unlimited Often repeatable One vote only
Poll creation N/A N/A Manual AI-generated from your prompt
Publishing Platform feed Platform feed Platform-only App + dedicated URL
Mobile experience Platform-dependent Platform-dependent Platform-dependent Vote Frenzy mobile-first
Content value Visual reaction only Text-only responses Text-based results Multimedia content generated (AI images + polls + results)
Personalization None None None By answer
Reporting None None One-off One-off
Data ownership None Platform-owned Platform-owned Automated weekly reports
AI control None Platform-mandated Platform-mandated Client chooses AI
Outcome Attention only Conversation only Answers as basic content Entertainment + content + insights + sales + satisfaction

Replace engagement theater with real execution.