AI stuff

Perplexity is not a chatbot — it is a search engine that writes you a sourced answer. That one difference is why it has quietly become the default research tool for a lot of people who got tired of scrolling past ten blue links. We spent weeks using it for everyday questions, deep research, and fact-checking. Here is the honest version of what works, what does not, and whether it deserves a spot in your toolkit. What Perplexity actually does You ask a question in plain language. Perplexity searches the live web, reads the top results, and writes a short answer with numbered citations next to each claim. You can click any citation to see exactly where the information came from. That citation-first design is the whole point: instead of trusting the model's memory, you get a synthesis of current sources you can verify. It also handles follow-up questions in context, so you can drill into a topic the way you would with a knowledgeable colleague — "okay, but what about the c...

Gemini's real advantage isn't the model — it's that it's wired into the Google you already use. Search, Gmail, Docs, YouTube, Android: that's the moat, and it's a serious one. I spent a month using Gemini as my main assistant to find out whether the integration is enough to outweigh a chat experience that, on its own, still trails Claude and ChatGPT in a few places. Here's the honest breakdown. The quick verdict Rating: 4/5. A strong, fast, genuinely useful assistant that's at its best when it's pulling from live Google data or working inside your Workspace. It lands at 4 rather than higher because the standalone chat experience can feel less polished than its rivals, and because the Workspace magic depends on you living in Google's ecosystem. Pros Best real-time information — it's grounded in Google Search. Deep Workspace integration: summarize emails, draft in Docs, analyze Sheets. Massive context window for long documents and vid...

If I could keep only one AI assistant for serious work, it would be Claude. That's not a popularity contest — Claude has fewer features than its rivals and won't generate an image or sing you a song. But for the things I actually get paid to do, writing and coding and reasoning through dense material, it's the tool I trust most. Here's the honest breakdown after a month of daily use. The quick verdict Rating: 4.5/5. The best AI for writing and coding, and the most careful reasoner over long documents. It loses half a point because it's narrower than ChatGPT and Gemini — no native image generation, weaker real-time web, and a free tier that hits limits quickly. If your work is text and code, it's a 5. If you want an all-in-one media assistant, it isn't that. Pros The most natural, least "AI-sounding" writing of any major model. Excellent at coding — follows complex, multi-step instructions faithfully. Huge context window; it actually uses ...

ChatGPT is no longer the only serious AI assistant — but it's still the one I'd hand to someone who's never used one. After years as the default, it now faces real pressure from Claude and Gemini. So I went back and used it daily for a month: writing, coding, research, image generation, voice. Here's the honest breakdown of where it leads, where it's slipped, and whether it deserves your $20. The quick verdict Rating: 4.5/5. Still the most complete, most polished all-rounder. It does the widest range of things well and is the easiest to recommend to a beginner. It loses half a point because rivals now beat it on specific tasks — long-document reasoning and code in particular — and because the free tier's limits push you toward paying faster than they used to. Pros The broadest feature set: text, voice, image generation, data analysis, web browsing, and custom GPTs in one place. Best-in-class voice mode — genuinely conversational and fast. Huge ecosyste...

AI can get you past the resume screen faster — but it can also make you sound like everyone else. I ran a real job search through these tools: rewriting a resume, tailoring it to specific postings, prepping for interviews, and cleaning up a LinkedIn profile. The honest takeaway is that AI is excellent at structure and keyword matching, and dangerous when you let it invent your accomplishments. Here's what's worth your time. The quick verdict Best for tailoring to a job description — Teal: matches your resume to a posting and shows the keyword gaps. Best free general-purpose helper — ChatGPT or Claude: the best bullet-point rewriter if you feed it real data. Best for fast formatting — Rezi or Kickresume: clean ATS-safe templates without fighting Word. Best for interview practice — Google Interview Warmup / Yoodli: realistic questions and delivery feedback. Best for LinkedIn polish — LinkedIn's own AI: good headline and About-section start...

The best AI note-taker is the one you forget is running. I've spent the last few months letting these tools sit in on real calls — client kickoffs, messy standups, one-on-ones where people talk over each other — to see which ones produce notes I'd actually trust instead of re-watching the recording. Most are good at transcription now. The real gap is in summaries and action items, and that's where the picks separate. The quick verdict Best overall — Otter.ai: reliable live transcription, clean summaries, generous free tier. Best for teams in meetings all day — Fathom: fast, free for individuals, excellent highlight clips. Best for a connected knowledge base — Notion AI: notes that live where your docs already are. Best for raw accuracy on bad audio — Fireflies: handles accents and crosstalk better than most. Best built-in option — your video tool: Zoom, Meet, and Teams now ship native AI notes — sometimes enough. Otter.ai ...

Most "AI marketing" tools are a thin wrapper on ChatGPT with a fat subscription on top. A few aren't — they save real hours or surface insights you'd otherwise miss. I tested these against actual campaigns: SEO content, ad copy, social scheduling, email, and analytics. Here are the seven that earned their keep, what each is genuinely best at, and where the free tier ends. How we picked No sponsorships, no affiliate ranking games. Each tool was judged on measurable time or quality gains , whether it does something a generic chatbot can't , honest pricing for a small-to-mid team, and free-tier usefulness . If a tool was just a prompt template with a markup, it didn't make the cut. 1. Jasper — best for on-brand marketing copy at scale Built for marketing teams, not general writing. Its brand voice training, campaign templates, and team workflows let you produce consistent copy across landing pages, ads, and emails without re-explaining your tone every tim...