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Side-by-side: what they do, what they cost, what Kai actually thinks. Pass up to 4 tools via ?tools=claude,chatgpt,gemini.
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Taskade
B
Rows
A
Ask YouTube
A
Luma Dream Machine
A
TaglineAI project management with agents for each team.Spreadsheets with AI + live integrations baked in.YouTube's Gemini-powered conversational search lets you ask natural language questions and get answers drawn from videos, Shorts, and the web — without ever leaving the platform.Smooth, cinematic motion. Image-to-video specialist.
CategoryProductivityDataResearchVideo
PricingFree + $8-$20/user/moFree + $19-$89/user/moIncluded with YouTube Premium ($13.99/mo); expanding to some free usersFree + $10-$500/mo
Best forSmall teams wanting AI baked into project management.Ops teams, marketers, anyone building dashboards from multiple sources.YouTube heavy users who want to discover content through conversation rather than keyword guessing, especially for learning, research, or planning-style queries.Photographers animating stills, cinematic b-roll.
Strengths
  • Custom AI agents per project
  • Doc + tasks + kanban in one
  • Affordable for teams
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • Searches across long-form videos, Shorts, and text in a single conversational query
  • Draws on real-time data from both YouTube content and the broader web
  • Deeply integrated into YouTube's existing search bar — zero context-switching required
  • Supports follow-up/refinement questions within the same session
  • Powered by Google Gemini, the same LLM backbone as Google's AI Mode in Search
  • Best image-to-video in the category
  • Great camera motion control
  • Ray 2 model produces striking shots
Weaknesses
  • Feature sprawl
  • AI agents need tuning to be useful
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Still a limited test — US Premium subscribers only, with no firm global timeline
  • Raises real creator-traffic concerns: AI answers may reduce clicks to actual videos
  • No standalone value — entirely dependent on having a YouTube Premium subscription
  • Prompt fidelity below Runway
  • Queue times on free tier
Kai's verdictB-tier. Solid product but crowded market. Try it if Notion AI feels too generic.A-tier. The most interesting spreadsheet in years. Great for ops dashboards.A genuinely interesting evolution of video search that could make YouTube feel more like a knowledge engine, but it's still early-stage, US-locked, and paywalled behind Premium — watch this space rather than rerouting your workflow around it yet. (Verdict pending Phi's full review.)A-tier. Best for cinematic image-to-video. Pair with Runway for coverage.
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