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ValidatedⓘEvidence tiers: Early signal = 1 uncorroborated request — treat as radar, not a validated opportunity · Corroborated = 2-3 requests · Validated = 4+ requests from 2+ different people. Every count appears exactly once, in the fact bar below — each traces to a real source post.
Slide Automation Tool
In their words
"I’m trying to optimize my presentation workflow." — a builder, verbatim · sign in free to trace the source ↗
What they tried & dropped
Extracted word-for-word from the evidence posts below — every item is quoted verbatim from a real builder.
Hard requirements
Non-negotiables stated by builders in their own words. Miss one and they will not switch.
good visual stylehandle nested lists without breaking layouttreats Markdown structure with respectaccurate handling of medical terminologyintegration with PowerPoint slides
Competitor pricing
Named rivals & real prices 🔒
Rivals charge $10/mo · names — log in ↗
Open-source check · GitHub · 2026-07-13
⚠️ Established open-source player: netease-youdao/LobsterAI ⭐5,524 — Open-source, desktop-grade AI agent that gets real work done — data analysis, slides, docs, video & web research. Built
How we checked
Where we searched
3 sources · GitHub (open-source check) · App Store · SaaS marketplaces
Verification funnel
48 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
17d ago · auto-refreshed every 30 days
Sign in to see the full opportunity
Every source post · named rivals with real prices · what builders tried & dropped · quantified pain — all traceable to the original posts
Sign up free →Signal history
4 posts on record since Jun 2026 — not enough to plot a trend. We plot history once a gap has 3+ posts spanning 3+ weeks.
Evidence pool
4 source posts on record — each insight links back to a real one.
4 reddit