Be Known, LLC

AI Tools & LLM
Field Guide

Your plain-English reference for navigating the AI landscape — which tool does what, and when to reach for it.

2026 Edition
💡

The AI space moves fast — and the tool names alone can cause confusion. Claude vs. Claude Code vs. Claude Cowork. Perplexity vs. Perplexity Computer Use. Gemini vs. Google AI Studio vs. NotebookLM. This guide cuts through the noise. Whether you're brand new to AI or already a daily user, use this as your go-to reference for picking the right tool for the job.

Click any tool name, card or bubble in this guide to pull up more information.

New & Notable

Changes from the past 7 days that actually affect your work — not just AI hype.

📅 Updated July 28, 2026
July 24, 2026 💬 Claude / Anthropic 🆕 New Model
Claude Opus 5 launches — near-Fable-5 performance at half the price
Anthropic released Claude Opus 5, a direct upgrade to Opus 4.8 at the same price: $5/M input · $25/M output tokens. It's now the default model on Claude Max and the strongest model on Claude Pro, with big gains in agentic coding, knowledge work, and self-verification. It comes close to flagship Fable 5 ($10/$50) on most benchmarks — so most daily work can now run on Opus 5 for half the cost. API string: claude-opus-5. Also in beta: mid-conversation tool changes and automatic API fallbacks.
July 21, 2026 ✨ Gemini / Google AI 🆕 New Models
Gemini 3.6 Flash & 3.5 Flash-Lite ship — faster and cheaper
Google released Gemini 3.6 Flash at $1.50/M input · $7.50/M output (down from 3.5 Flash's $9 output), using ~17% fewer output tokens per task. Gemini 3.5 Flash-Lite lands at $0.30/$2.50 — the fastest model in the 3.5 series at 350 tokens/sec. Both are live in the Gemini app, Google AI Studio, and Search. A specialized Flash Cyber model is restricted to governments/partners. Note: Gemini 3.5 Pro is still in partner testing, and Google confirmed pre-training has begun on Gemini 4.
July 16, 2026 📓 Gemini Notebook 🆕 Rebrand + Feature
NotebookLM is now "Gemini Notebook" — and every notebook gets a cloud computer
Google renamed NotebookLM → Gemini Notebook (same product, all notebooks preserved). It's now woven deeper into the Gemini app and is coming to AI Mode in Search. The big upgrade: every notebook now has a secure cloud computer that writes and runs code natively — so it can do real data analysis, charts, spreadsheets, and slide decks grounded in your own sources. Cloud computer is live for Google AI Ultra & eligible Workspace plans now, rolling out to Pro users over the coming weeks.
July 22, 2026 🤖 Manus AI 🆕 New Feature
Manus gets Plan Mode — and is now part of Meta
Manus launched Plan Mode: type / and select Plan (or tap + on mobile), and Manus writes a full Markdown plan — goals, steps, constraints — before it builds anything. You edit and approve, then it executes. Nothing ships until you confirm, and you can switch it on mid-task to scope the next phase. Free for all users on web and mobile. Separately, Manus confirmed it has joined Meta (after a regulator delay) and continues operating its existing products.
July 28, 2026 🌐 Perplexity 🆕 New Platform
Perplexity's Personal Computer expands to Windows — and now has "Brain" memory
Perplexity's agentic Personal Computer tool now runs on Windows (joining the Mac version from April), so it can act across local files, Microsoft 365, and the web in one place. Rolling out to Max & Enterprise Max subscribers ($200/mo+). Earlier in July, Perplexity also shipped Brain — self-improving memory that builds a private context graph across your sessions and connectors, refreshing overnight. In testing it lifted answer correctness ~25% and recall ~16%.
July 9, 2026 💬 ChatGPT / OpenAI 🆕 New Models
GPT-5.6 family (Sol, Terra, Luna) launches for all paid users
OpenAI launched three new models: Sol (fast/efficient), Terra (balanced), and Luna (most capable). All three are now live for Plus, Pro, Business, and Enterprise users. Sol is available on the API at $5/$30 per 1M input/output tokens. The Realtime API also received a 30% input price cut effective July 1 — relevant if you use voice or live conversation features.
July 8, 2026 ⚡ Grok / xAI 🆕 New Model
Grok 4.5 is now publicly available — Opus-class for coding and agentic work
xAI's Grok 4.5 launched publicly on July 8, available in Grok Build, Cursor, and the xAI API console (not yet available in the EU). API pricing is $2/$6 per 1M input/output tokens — competitive with Claude Sonnet 5. xAI positions it as "Opus-class" for coding and agentic tasks. Bonus: 21 multilingual Grok Voice voices with voice cloning support also went live this month.
June 15, 2026 ⚙️ Zapier AI 💰 Cost Impact
AI steps now cost up to 3–5× more by default
Zapier switched to model-tier pricing for AI steps: Standard (1×), Advanced (3× — new default for every AI step), Premium (5×). If you use AI steps in Zaps, your task count may have jumped without you changing anything. Log in and check your usage dashboard. Switch to Standard tier where your logic is simple and doesn't need heavy reasoning.
June 15, 2026 💻 Claude / Anthropic ✅ Good News
Planned billing change paused — Claude usage still covered by your plan
Anthropic paused the Agent SDK billing change before it took effect. The guide had previously noted this as live — it isn't. If you use Claude Code or any automated Claude workflows, your usage still draws from your subscription as before. No new charges.
June 22, 2026 📓 NotebookLM 🆕 New Feature
NotebookLM now remembers between sessions
Memory retention is live — NotebookLM now tracks past interactions so ongoing research projects maintain continuity across sessions. Data is private to your account and can be disabled anytime. Still free. Useful if you're using NotebookLM as a running research hub for a client, launch, or project.
June 1–3, 2026 🏗️ Lovable 🆕 Major Launch
Lovable Cloud: fullstack AI apps with no external services needed
Lovable Cloud now handles database, authentication, file storage, and AI integrations out of the box — no Supabase setup, no API key juggling. You describe the app, it ships the infrastructure. Also launched: Reusable Skills (save your recurring instructions — design systems, SEO rules, tone of voice — and they apply automatically) and a Google Cloud partnership expanding access to Claude + Gemini models inside Lovable.
May 29, 2026 🌐 Perplexity 🆕 New Platform
Perplexity Computer is now built into Microsoft 365
Perplexity's autonomous research tool is now available inside Word, Excel, PowerPoint, Outlook, and Teams. If your clients or team live in Microsoft 365, they can now run deep multi-source research without switching tabs. No separate Perplexity account required for the basic integration.
June 2026 ⚡ Grok / xAI 🆕 New Tool
Grok for Microsoft Word is free — and covers Excel & PowerPoint too
xAI launched a free Microsoft 365 add-in that brings Grok directly into Word, PowerPoint, and Excel. It drafts content, rewrites for clarity, pulls in live web research and real-time X data, and connects to SharePoint and email. Add it free from the Microsoft Marketplace — no xAI subscription required.
July 2026 ⚡ Grok / xAI 🆕 New Model
Grok 4.1 is live for everyone — and Grok Imagine is now complete
Grok 4.1 is now rolling out to all users on grok.com, X, and the iOS/Android apps — selected automatically in Auto mode. xAI also announced on July 5 that Grok Imagine (image and video generation via the Aurora model) is complete. Bonus: the Speech-to-Text and Text-to-Speech APIs are now generally available, and a no-code Voice Agent Builder beta launched for building production voice agents in under 2 minutes.
July 2026 💬 Claude / Anthropic 🆕 New Model
Claude Sonnet 5 launches — most agentic Sonnet yet, at introductory pricing
Anthropic launched Claude Sonnet 5 with introductory pricing of $2/M input · $10/M output tokens through August 31, 2026 (rising to $3/$15 after). It's their most capable Sonnet model — designed for autonomous planning, multi-tool use, and production workflows. Note: fast mode has been removed from Claude Opus 4.6 (June 29) and is being deprecated for Opus 4.7 on July 24.
July 2026 📓 NotebookLM / Gemini 🆕 New Integration
NotebookLM and Gemini now sync — start a notebook anywhere, continue in both
Google introduced "Notebooks" — a shared knowledge base across Gemini and NotebookLM. Sources added in the Gemini app appear automatically in NotebookLM (and vice versa), so you get Video Overviews, Infographics, and AI research tools on anything you start in Gemini. Rolling out now for Google AI Ultra, Pro, and Plus subscribers on web. Also new this month: Cinematic Video Overviews, 10 new infographic styles, artifact creation in chat, EPUB uploads, and PPTX export.

Industry & Platform News

Broader shifts affecting your strategy — beyond the tools in this guide.

June 2026 🔴 Meta Ads 🆕 New Integration
Claude and ChatGPT can now connect directly to your Meta Ads account
Meta opened its ad ecosystem to third-party AI tools via MCP connectors. You can now give Claude or ChatGPT access to your Ads Manager data, pull campaign insights, and draft strategy — without leaving the chat interface. Also: the Meta AI Business Assistant is now in open beta for every advertiser and agency worldwide. Advantage+ campaigns are reporting 22% higher ROAS on average, and 4 million advertisers are now using Meta's generative AI tools.
June 2026 💬 ChatGPT / OpenAI 🆕 New Ad Channel
ChatGPT is now an ad platform — open to any US business, no minimum spend
OpenAI opened self-serve advertising to all US businesses. ChatGPT processes 2.5 billion daily prompts and hit $100M in annualized ad revenue in its first 6 weeks. For coaches and consultants, this is a new top-of-funnel channel worth monitoring — the audience skews toward early AI adopters actively seeking tools and expertise. OpenAI is also building tools to let advertisers generate, localize, and optimize ad creative with AI.
Early 2026 (ongoing) 🔍 Google Search ⚠️ Strategy Impact
Ranking #1 on Google no longer guarantees an AI Overview citation
In mid-2025, 76% of Google AI Overview citations went to top-10 ranked pages. By early 2026, that dropped to 38%. Traditional SEO and AI search visibility have officially decoupled — they now require different strategies. If your content marketing relies on organic Google traffic, this needs attention. Google AI Mode also crossed 1 billion monthly active users, and AI Overviews are at 2.5 billion — search behavior is shifting fast.
Effective August 2, 2026 🇪🇺 EU AI Act ⚠️ Regulatory
EU AI Act enters full enforcement next month — relevant if you serve EU audiences
The EU AI Act's main enforcement phase begins August 2, 2026. Tools like Claude, ChatGPT, and Gemini are already required to be transparent about AI-generated content for EU users. Meta is the notable holdout — it refused to sign the GPAI Code of Practice that Anthropic, Google, Microsoft, and OpenAI all signed. No fines have been issued yet. If you have clients or audiences in the EU, this is worth a quick check with your legal or compliance contacts.
June 2026 💼 Microsoft Copilot 💰 Cost Impact
Word, Excel & PowerPoint AI features now require a paid Copilot license
Microsoft tightened its Copilot licensing: AI features inside Word, Excel, PowerPoint, and OneNote now require a Microsoft 365 Copilot add-on (paid). If your team has been using these features under a standard M365 plan, verify your license status before August — you may hit a paywall. Free Copilot Chat remains available via the web app. On the upside, Copilot now includes GPT-5.5 Instant and Claude Opus 4.7 for those with the paid tier.

The AI landscape changes every week. Your strategy doesn't have to.

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🌱
Tier 1
Just Getting
Started

You're exploring AI for the first time, or you use it occasionally for simple tasks. You want something that just works — no setup, no tech knowledge required.

💬Claude.ai Chat
🔍Perplexity
💬ChatGPT
Gemini
Grok
Tier 2
Daily User &
Experimenter

You use AI regularly and want to go deeper — running research workflows, automating tasks, testing prompts, or building things without writing code.

🌐Perplexity Pro
🧪Google AI Studio
📓NotebookLM
🤖Manus AI
🏗️Lovable
🖥️Claude Cowork
🚀
Tier 3
Power User &
Builder

You build systems, write prompts like a developer thinks in code, automate complex workflows, and want full control over model behavior and integrations.

💻Claude Code
🌐Perplexity Computer Use
🔧OpenAI API / GPT-4o
🔧xAI API / Grok
⚙️Replit
⚙️Base44
🔗Zapier AI
🔗Make AI
Tool Best For Key Strengths Limitations Skill Level Cost
🟢 Anthropic · Claude Family
Claude.ai Chatclaude.ai Writing, strategy, copy editing, long documents Best reasoning1M context (Opus 5)Nuanced writing No internet by default; can't act on your computer. 🆕 Claude Opus 5 now live (July 24) — same $5/$25 price as Opus 4.8, default on Claude Max. Sonnet 5 also live at $2/$10 through Aug 31. 🌱 Beginner Free / Pro $20/mo
Claude CodeTerminal / CLI Writing, debugging & refactoring code; developer workflows Reads codebaseRuns commandsEdits files Requires developer setup; not for non-coders. ✅ Agent SDK billing change paused — usage still draws from your subscription. Claude Sonnet 5 now available via API (July 2026). 🚀 Power User API usage-based
Claude CoworkDesktop Agent Letting Claude operate your computer on your behalf Sees your screenTakes actionsBackground agent Memory & CPU intensive; system must stay open ⚡ Intermediate Claude Pro / Teams
🔵 OpenAI · ChatGPT Family
ChatGPTchat.openai.com General chat, brainstorming, image generation, code help Huge ecosystemGPTs / pluginsImage gen Quality varies; hallucinations; Pro needed for best models. GPT-5.2 Thinking retired June 5 2026. 🆕 GPT-5.6 family (Sol, Terra, Luna) launched July 9 — live for Plus, Pro, Business, and Enterprise. 🌱 Beginner Free / Plus $20/mo / Pro $100–200/mo
OpenAI API / GPT-5platform.openai.com Building apps, custom chatbots, real-time voice integrations Voice modeVisionAPI ecosystem Requires development knowledge; cost adds up at scale. Note: GPT-4o retired April 2026. 🚀 Power User Usage-based API
⚫ xAI · Grok Family
Grokx.ai / X (Twitter) Real-time chat with live X/Twitter data, unfiltered Q&A, current events, image generation Real-time X dataLess restrictedImage gen (Aurora) Free tier still limited; SuperGrok required for full features. Grok 4.1 live for all users. 🆕 Grok 4.5 now publicly available via xAI API at $2/$6 per 1M tokens (July 8, 2026). 🌱 Beginner Free / SuperGrok $30/mo
xAI API / Grokconsole.x.ai Building apps with Grok models; accessing real-time X data programmatically; large context tasks 1M contextReal-time X feedFunction calling Smaller developer ecosystem; less mature tooling than OpenAI or Anthropic APIs 🚀 Power User Usage-based API pricing
🟣 Perplexity Family
Perplexityperplexity.ai Real-time research, cited answers, fact-checking Live web searchCited sourcesFast research Less suited for creative writing or long-form generation 🌱 Beginner Free / Pro $20/mo / Max $200/mo
Perplexity Computer UsePro feature Autonomous web browsing, multi-step research tasks Browses the webMulti-step tasksResearch agentBrain memory (July 2026) Still maturing; limited to browser actions. 🆕 Personal Computer expanded to Windows (July 28); Brain self-improving memory added early July. 🚀 Power User Perplexity Max ($200/mo+)
🔴 Google AI Family
Geminigemini.google.com Everyday AI chat, Google Workspace integration Google integration1M token contextMultimodal3.6 Flash (July 2026) Less nuanced reasoning than Claude; ecosystem lock-in. 🆕 Gemini 3.6 Flash ($1.50/$7.50) & 3.5 Flash-Lite ($0.30/$2.50) shipped July 21; 3.5 Pro still in testing. 🌱 Beginner Free / AI Pro $19.99/mo
Google AI Studioaistudio.google.com Testing prompts for free, prototyping, saving workflows Free sandbox1M tokensPrompt testing Developer-oriented UI; Gemini models only ⚡ Intermediate Free (generous limits)
Gemini Notebooknotebooklm.google.com Uploading documents and asking questions about them Document Q&AAudio & Video OverviewsSource-groundedCharts & slide exportsNow Gemini Notebook (July 2026) Limited to your uploaded sources; not general-purpose. 🆕 Renamed Gemini Notebook (July 16); cloud computer for code is live for Ultra/Workspace, rolling out to Pro. ⚡ Intermediate Free
🟠 AI App & Web Builders
Lovablelovable.dev Building full web apps from a prompt — no coding required Full apps from textSupabase integrationFast iteration Less control than coding from scratch; best for MVPs. Credit-based — complex features cost more than simple edits. ⚡ Intermediate Free / Pro $25/mo
Replitreplit.com Running, editing, deploying code in the browser Cloud IDEDeploy instantlyAI autocomplete Effort-based credits (since Feb 2026) — complex tasks burn fast. Slower than local dev for large projects. 🚀 Power User Free / From $25/mo
Base44base44.com AI-powered business app builder with built-in database & auth Built-in DBNo backend neededBusiness apps Acquired by Wix (2025); credits don't roll over; smaller community than Lovable or Replit. ⚡ Intermediate Free / From $16/mo
🤖 Autonomous AI Agents
Manus AImanus.im Fully autonomous research and multi-step task execution Autonomous agentMulti-step tasksMCP integrationsPlan Mode (July 2026) Slower; results need review; no conditional logic or integration triggers like Zapier. 🆕 Plan Mode live July 22; Manus now part of Meta. ⚡ Intermediate Free / From $20/mo
⚙️ AI-Powered Automation
Zapier AIzapier.com Connecting apps and using AI to make decisions in automations 6,000+ integrationsAI stepsNo-code AI steps now tiered (Jun 15): Standard 1×, Advanced 3× (default), Premium 5× — watch usage costs ⚡ Intermediate Free tier / From $19.99/mo
Makemake.com Visual automation with more control and lower cost than Zapier Visual flow builderCheaper at scaleMore flexibility Steeper learning curve; fewer native integrations ⚡ Intermediate Free / From $9/mo

X-axis: Task Type  ·  Y-axis: How much the AI acts on its own vs. you staying in control

AUTONOMOUS + CREATIVE AUTONOMOUS + TECHNICAL ASSISTED + CREATIVE ASSISTED + TECHNICAL ◀ Creative / Content Technical / Dev ▶ ▲ More Autonomous ▼ You Stay in Control Manus AI Perplexity Computer Use Claude Cowork Claude Code GPT-4o API Claude.ai Chat ChatGPT Perplexity Notebook LM Google AI Studio Gemini Lovable Replit Zapier AI Make Base44 Grok Grok API
Dark green = Most autonomous / technical
Mid green = Intermediate
Bright green = Accessible / assisted
🤖 LLM
Large Language Model. The AI "brain" behind most chat tools. Examples: GPT-4, Claude 3, Gemini. They predict and generate text based on your input.
🎛️ Model
The specific version of an AI. Claude Sonnet vs. Opus, GPT-4o vs. GPT-3.5. Bigger models = more capable but slower and costlier.
📝 Prompt
The instruction or question you type to the AI. Better prompts = better results. Think of it as how you talk to the tool.
🔑 API
Application Programming Interface. A way for developers to connect AI models directly into their own apps or workflows. Requires coding or automation tools.
🪙 Token
How AI measures text. Roughly 1 token = 1 word (or part of a word). API costs are often charged per token used. More tokens = more cost.
📏 Context Window
How much text the AI can "see" and remember at once in one conversation. Claude and Gemini lead here with 100K–1M token windows.
🤝 MCP
Model Context Protocol. A standard that lets AI connect to external tools and services — like your Google Drive, Slack, or ad accounts — so it can read and act on real data.
🕵️ Agent / Agentic AI
An AI that doesn't just answer questions — it takes actions. Agents can browse the web, write files, click buttons, or complete multi-step tasks on your behalf.
🖥️ Computer Use
A capability that lets an AI see and control a computer screen — clicking, typing, navigating — as if it were a human at the keyboard.
🛠️ Skill / System Prompt
Hidden instructions that tell an AI how to behave before you ever type a message. Used to give AI a role, set rules, or load context automatically.
🌡️ Temperature
A setting that controls how "creative" vs. "precise" the AI is. Low temperature = consistent, factual. High temperature = more surprising, varied output.
🔮 Hallucination
When an AI makes up something that sounds plausible but isn't true. All LLMs do this. Always verify important facts, especially with ChatGPT and older models.
🔓 RAG
Retrieval-Augmented Generation. A technique where AI pulls from your own documents or database before answering — reducing hallucinations. NotebookLM uses this.
Fine-tuning
Training an existing AI model on your own data to make it better at your specific tasks. Requires technical setup. Usually done via API.
🔄 Multimodal
An AI that can work with more than just text — images, audio, video, documents. ChatGPT, Claude, and Gemini are all multimodal.