Outcome-first
Every guide starts with a real job to be done: follow up after meetings, triage admin, build a simple website, answer FAQs, or create slides.
AIProductivity.guru is pivoting into a data-driven comparison site for productivity SaaS: free tiers, trial friction, entry prices, usage limits, and evidence-backed workflow fit for advanced beginners.
Every guide starts with a real job to be done: follow up after meetings, triage admin, build a simple website, answer FAQs, or create slides.
We use shared scenarios, scoring rubrics, timing logs, and screenshots so readers can see what worked, what failed, and what changed.
We call out privacy, hallucination, setup friction, hidden costs, and who should skip a tool or workflow entirely.
Eighteen early evidence logs are live, and supporting boundary guides synthesize what the evidence means before readers connect private apps, task systems, browser agents, or workflow automations. Future articles will stay in review until their evidence packs are ready: scenarios, answer keys, screenshots or raw outputs where applicable, scoring, and last-tested dates.
The pivot dataset now tracks 40 productivity SaaS tools from the existing evidence database, with a filterable pricing/free-tier table, entry-price chart, and team-size calculator. Low-confidence rows are labeled for fresh official-source verification.
Compare AI productivity tool pricing