The AI tool replacing Google for research-first work. Spaces, deep research, citation workflows, the Comet browser, and when Perplexity beats every chat AI on the market.
Perplexity went from search to do-it-for-you. Comet browser, Spaces, Deep Research, Model Council, Labs. Five agents, one platform.
When to reach for Perplexity vs. a chat AI. The query patterns that get the best research output. Reading citations, evaluating sources, when to dig deeper.
Perplexity's June 2026 push from answer engine to research agent: Deep Research now runs inside Computer, plus a command panel and forking. What's new, and the one habit that keeps agentic research honest.
The July 13 drop: Brain self-improving memory, Opus 4.8 fast mode, Claude Fable 5 as orchestrator, mid-task model switching, website publishing to pplx.app or your own domain, and private-company research via Forge Global.
Perplexity Computer now works inside Word, Excel, PowerPoint, Outlook, and Teams — the same apps Copilot lives in. What the integration does, how the two assistants divide the work, and the honest read on whether you need both.
Perplexity's July 15 announcement, translated: your agent now runs in a disposable, credential-free box that can pause, resume, and rewind a week. Why it matters, and the honest limits of vendor security claims.
Free vs Pro, and why Perplexity bills by search, not tokens. How to think about your real cost per research task.
Perplexity as your everyday answer engine: the question patterns, follow-up threading, source-checking rhythm, and the five recurring workflows that replace an hour of googling a day.
Setting up Spaces for ongoing topics, sharing with teams, integrating documents, customizing search depth. The workflow for serious researchers.
Triggering Deep Research correctly, refining the prompt, evaluating the multi-source output, exporting and citing. For consultants, analysts, and anyone who needs grounded answers.
Pre-call research workflows: company overview, decision-maker background, recent news, competitive context. The Perplexity prompts every salesperson should have saved.
Setting up Comet, the in-browser AI workflows, tab-aware queries, page summarization. The future of browsing, available now.
Comet is Perplexity's biggest 2026 play — a full agentic browser available on iOS, Android, Mac, and Windows.
Building a real competitive-intelligence practice on Perplexity: the competitor dossier, the monthly sweep, pricing and positioning tracking, win-loss context, and the ethics line.
The Pro+ verification skillset: source triage by stakes, the credibility ladder, spotting circular sourcing and SEO chum, primary-source discipline, and the fast habits that make rigor cheap.
Using Perplexity for business-financial research: market sizing that admits its assumptions, industry benchmarks, vendor cost checks, and reading customers' financial signals — with the guardrails money questions demand.
The Perplexity team rollout: who needs seats, role recipes for sales/ops/owners, shared Spaces as team memory, and building a culture where claims come with citations.
For technical roles. Using the Sonar API to build automated research pipelines, integrating with internal tools, cost optimization.
Specialized Perplexity workflows for finance, academia, legal research. Advanced source filtering, focus modes, and integrations.
Model Council is one of Perplexity's most useful 2026 additions: ask the same question to multiple frontier AI models at once and see how they answer.
Labs is Perplexity's autonomous mode for long-running tasks. Unlike a search or a chat answer, Labs takes a prompt and produces a finished artifact — a working web app, a structured spreadsheet, a multi-page document, even a small site.
All 21 Perplexity lessons are available today — plus every other tool track, the hands-on builds, and the playground. Founding pricing — $9/mo Pro, $19/mo Pro+ — locks your rate for life: the price you join at never goes up.
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