[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"content-guide-en-ai-critic":3,"content-list-all-guide-en":194,"marketing-media-manifest:en":555},{"data":4},{"id":5,"document_id":6,"collection":7,"slug":8,"locale":9,"status":10,"title":11,"description":12,"frontmatter":13,"blocks":36,"first_published_at":188,"published_at":188,"expire_at":189,"created_at":190,"updated_at":188,"deleted_at":189,"body_source":189,"body_ast":189,"ast_version":189,"body_format":191,"nav":192,"search":193},"9fcda457-9c8a-4f35-8d9b-2301603c39b7","78d22bff-8344-4884-b760-a2cbf817413e","guide","ai-critic","en","published","Test Your Idea with an AI Critic — LiveAI","Describe your idea in a notebook — AI will critique it like a tough investor. Find weak spots before spending money. Free, no VPN needed.",{"slug":8,"tags":14,"title":11,"persona":7,"cardIcon":18,"category":19,"featured":20,"priority":21,"difficulty":22,"description":12,"lastUpdated":23,"relatedLinks":24,"cardDescription":35},[15,16,17],"editing","feedback","quality","shield-check","Content",true,5,"Intermediate","2026-02-20",[25,28,30,33],{"slug":26,"type":27},"ai-context","feature",{"slug":29,"type":7},"first-text",{"slug":31,"type":32},"vs-chatgpt","compare",{"slug":26,"type":34},"use","How to use AI to stress-test business ideas and texts",[37,56,65,79,135,148,164,181],{"cta":38,"sub":41,"meta":42,"type":51,"badge":52,"result":53,"variant":54,"headline":55},{"text":39,"action":40},"Try for free","register","Describe your project in a notebook and ask AI to tear it apart. It knows the context and critiques harder than your friends ever would.",[43,46,48],{"icon":44,"text":45},"clock","10 minutes",{"icon":47,"text":22},"signal",{"icon":49,"text":50},"target","Entrepreneurs, marketers","guide-overview","Strategy","A list of weak spots and specific recommendations for improvement","full","Test your idea — before spending money",{"type":57,"items":58,"label":63,"variant":64},"pain",[59,60,61,62],"Friends praise your idea, but customers don't buy","Spent a month building something nobody needs","Asked ChatGPT to 'evaluate my idea' — got compliments instead of critique","Every time you explain the project context from scratch to get useful feedback","Sound familiar?","scenarios",{"text":66,"type":67,"label":68,"variant":69,"highlights":70},"In LiveAI, the AI sees all your project notes. When you ask it to be a critic, it analyzes your idea with full context — audience, competitors, budget, everything.","solution","An AI critic that knows your project","highlights",[71,73,76],{"icon":18,"text":72},"AI critiques harder when it knows the details — [AI context](/features/ai-context) means it can't hide behind 'I don't have enough context'",{"icon":74,"text":75},"layers","Each iteration goes deeper: from general assessment to specific weak spots",{"icon":77,"text":78},"notebook-pen","All feedback and revisions are saved in the notebook — nothing gets lost",{"type":80,"items":81,"label":133,"variant":134},"guide-steps",[82,98,111,123,128],{"text":83,"title":84,"callout":85,"notebook":88,"substeps":89},"Create a notebook and write everything you know about your project. More details mean sharper critique.","Describe your idea in a notebook",{"text":86,"type":87},"It doesn't need to be perfect. Even rough notes give AI enough context for useful critique. Not sure where to start? Try the [beginner's guide](/guides/first-text).","insight","My Project",[90,92,94,96],{"text":91},"What's the product or service",{"text":93},"Who's it for (target audience)",{"text":95},"How you're different from competitors",{"text":97},"How you plan to make money",{"text":99,"title":100,"callout":101,"notebook":88,"substeps":104},"Open the AI chat, enable notebook context, and ask it to stop being polite.","Ask AI to be a critic",{"text":102,"type":103},"The harsher the prompt — the more useful the response. AI won't get offended, and you'll get honest feedback.","tip",[105,107,109],{"text":106},"'Be a tough critic. Tear this idea apart'",{"text":108},"'Find 5 biggest weak spots in this project'",{"text":110},"'What could go wrong? Be honest'",{"text":112,"title":113,"callout":114,"notebook":88,"substeps":116},"Pick the most painful point and ask AI to elaborate.","Dig deeper into weak spots",{"text":115,"type":87},"This is the key step. First critique is surface-level. Real insights come in the second or third iteration.",[117,119,121],{"text":118},"'Expand on the competitor point — what exactly do they do better?'",{"text":120},"'Why might a customer choose someone else?'",{"text":122},"'What questions would an investor ask?'",{"text":124,"title":125,"callout":126,"notebook":88},"Revise your project description based on the feedback. Address the weak spots directly.","Update your idea in the notebook",{"text":127,"type":103},"Now the notebook has an improved version. Next time you ask, AI will see the updates.",{"text":129,"title":130,"callout":131,"notebook":88},"Ask AI to evaluate again. It'll see the changes and either find new issues or confirm improvements.","Repeat the critique on the improved version",{"text":132,"type":87},"2-3 rounds of 'critique → revise' achieve results that usually take weeks of discussions.","5 steps — and weak spots are found","notebook-flow",{"text":136,"type":137,"label":138,"variant":139,"notebooks":140},"Without context, AI gives generic advice. With context, it targets specific weaknesses in your project.","context-switch","Why context matters","side-by-side",[141,144],{"name":88,"status":142,"preview":143},"active","Product description, audience, competitors, business model. AI sees everything and critiques specifically.",{"name":145,"status":146,"preview":147},"No context","inactive","'Your idea is interesting, but you need market research' — generic words without specifics.",{"type":149,"items":150,"variant":163},"stats",[151,154,157,160],{"label":152,"value":153},"For a full idea review","10 min",{"label":155,"value":156},"Iterations to a strong version","2-3",{"label":158,"value":159},"Cost of honest critique","$0",{"label":161,"value":162},"Ideas to test","∞","grid",{"type":165,"items":166,"label":179,"variant":180},"faq",[167,170,173,176],{"a":168,"q":169},"It depends on how you ask. 'Evaluate my idea' gets compliments. 'Be a tough critic and tear it apart' gets honest feedback. The key is explicitly assigning the critic role.","Won't AI just agree with everything?",{"a":171,"q":172},"In ChatGPT, you copy-paste your project description every time. In LiveAI, you describe it once in a notebook — and AI sees the full context. Critique is more precise because AI knows the details. See our [comparison with ChatGPT](/compare/vs-chatgpt) for more.","How is this better than asking ChatGPT?",{"a":174,"q":175},"Anything: a business idea, marketing campaign, website copy, growth strategy, job posting. If you can describe it in words, AI can critique it. Requests use [LiveCoins](/docs/billing/livecoins) — you get free coins when you sign up.","What kinds of ideas can I test?",{"a":177,"q":178},"Try: 'Act as a tough investor and ask the 5 most uncomfortable questions' or 'Find 3 reasons why this won't work'. The more specific the role — the more useful the answer. More techniques in our [AI tips](/docs/ai/tips).","How should I phrase the critique request?","FAQ","accordion",{"cta":182,"text":184,"type":185,"variant":186,"headline":187},{"text":183,"action":40},"Start for free","Describe your project in a notebook and ask AI to be honest. 10 minutes — and you know the weak spots.","cta","accent","Test your idea before spending money","2026-02-20T00:00:00.000Z",null,"2026-06-24T13:17:47.398Z","blocks",{},"'-3':569,687 '/compare/vs-chatgpt':786 '/docs/ai/tips':882 '/docs/billing/livecoins':824 '/features/ai-context':217 '/guides/first-text':318 '0':694 '10':69,677,914 '2':568,686 '3':858 '5':412,589,852 'accent':926 'accordion':894 'achiev':575 'act':844 'activ':634 'address':506 'advic':607 'agre':741 'ai':6,17,49,163,193,206,215,302,355,369,385,434,530,542,604,642,739,767,777,817,880,910 'analyz':178 'answer':875 'anyth':798 'apart':53,409,724 'ask':48,128,171,361,368,433,496,529,541,711,795,850,909 'assess':239 'assign':732 'audienc':185,337,638 'base':502 'beginn':315 'behind':223 'better':481,793 'biggest':413 'budget':187 'build':123 'busi':640,800 'buy':118 'campaign':803 'chang':550 'chat':356 'chatgpt':129,746,785,796 'check':204 'choos':487 'clock':67 'coin':829 'come':457 'comparison':783 'competitor':186,344,473,639 'compliment':136,716 'confirm':557 'context':57,147,183,216,229,304,359,603,609,619,623,650,771 'context-switch':618 'copi':749,805 'copy-past':748 'cost':689 'could':421 'creat':267 'critic':7,176,194,373,405,720,734 'critiqu':19,59,139,207,282,307,450,562,572,646,692,772,819,889 'cta':924 'custom':115,486 'deeper':236,439 'depend':707 'describ':10,41,284,759,813,902 'descript':501,637,753 'detail':213,279,780 'differ':342 'dig':438 'direct':510 'discuss':582 'doesn':292 'either':552 'elabor':436 'els':489 'enabl':357 'enough':228,303 'entrepreneur':78 'evalu':131,544,712 'even':298 'ever':64 'everi':141,754 'everyth':188,272,644,743 'exact':477 'expand':470 'explain':144 'explicit':731 'familiar':156 'faq':704,892 'feedback':153,250,395,505,727 'find':25,411,553,857 'first':449 'flow':600 'found':596 'free':31,37,828,898 'friend':63,110 'full':98,182,673,770 'general':238 'generic':606,664 'get':151,260,388,393,715,725,827 'give':301,605 'go':422 'goe':235 'got':135 'grid':702 'growth':806 'guid':82,264,317 'guide-overview':81 'guide-step':263 'harder':60,208 'harsher':376 'hide':222 'highlight':200 'honest':394,425,691,726,913 'idea':3,12,102,113,133,180,286,408,514,655,674,696,714,801,838,930 'improv':96,524,558,565 'inact':652 'insight':320,456,465,584 'instead':137 'interest':657 'intermedi':74 'investor':24,495,848 'issu':555 'iter':234,463,680 'job':808 'key':447,729 'kind':836 'know':55,196,211,274,778,919 'layer':231 'level':454 'like':21 'list':88 'liveai':9,161,757 'livecoin':823 'll':392,547 'lost':261 'make':350 'market':79,661,802 'matter':624 'mean':218,280 'might':484 'min':678 'minut':70,915 'model':641 'money':30,106,351,933 'month':122 'need':34,126,294,660 'new':554 'next':526 'nobodi':125 'note':168,300 'notebook':15,46,246,257,269,289,358,517,521,599,764,907 'notebook-flow':598 'notebook-pen':245 'noth':259 'offend':389 'open':353 'overview':83 'pain':108,430 'past':750 'pen':247 'perfect':297 'phrase':887 'pick':427 'plan':348 'point':431,474 'polit':366 'post':809 'prais':111 'precis':775 'product':328,636 'project':43,146,167,198,277,323,400,418,468,500,539,587,616,632,752,904 'prompt':378 'question':492,855 're':341 'real':455 'reason':859 'recommend':94 'regist':39,900 'repeat':560 'request':821,890 'research':662 'respons':384 'result':576 'review':675 'revis':252,498,574 'role':735,869 'rough':299 'round':570 'save':254 'scenario':158 'scratch':149 'second':460 'see':164,532,548,643,768,781 'servic':330 'sharper':281 'shield':203 'shield-check':202 'side':627,629 'side-by-sid':626 'sign':832 'signal':72 'solut':190 'someon':488 'someth':124 'sound':155 'specif':93,241,612,647,667,867 'spend':29,105,932 'spent':120 'spot':27,91,243,415,442,509,594,922 'start':312,896 'stat':669 'step':265,448,590 'stop':364 'strategi':85,807 'strong':683 'sure':309 'surfac':453 'surface-level':452 'switch':620 'take':579 'target':76,336,611 'tear':51,406,722 'techniqu':877 'test':1,100,698,841,928 'third':462 'time':142,527,755 'tip':397,536,881 'tough':23,404,719,847 'tri':35,313,843 'uncomfort':854 'updat':512,534 'use':152,306,382,822,873 'usual':578 'version':525,566,684 'vpn':33 'weak':26,90,242,414,441,508,593,613,921 'websit':804 'week':580 'without':602,666 'won':386,737,862 'word':665,816 'work':864 'would':65,493 'write':271 'wrong':423 '—':8,16,103,134,184,214,258,379,475,591,663,765,825,870,916 '→':573 '∞':700",[195,214,227,240,254,265,278,295,319,338,356,376,396,415,428,445,464,482,498,506,522,539],{"slug":196,"tags":197,"title":202,"persona":7,"cardIcon":203,"category":204,"featured":20,"priority":205,"difficulty":206,"description":207,"lastUpdated":208,"relatedLinks":209,"cardDescription":212,"path":213},"grok-4",[198,199,200,201],"discussion","materials","notebook","context","How to discuss materials with AI in LiveAI","messages-square","Models",8,"Beginner","How to discuss materials with AI: gather documents in a notebook, ask questions, pick an available model in the chat, enable context, and review the conclusions.","2026-10-07",[210,211],{"slug":29,"type":7},{"slug":31,"type":32},"How to discuss documents and ideas together with AI","/guides/grok-4",{"slug":215,"tags":216,"title":219,"persona":7,"cardIcon":77,"category":204,"featured":20,"priority":220,"difficulty":206,"description":221,"lastUpdated":208,"relatedLinks":222,"cardDescription":225,"path":226},"gpt-5-2",[217,200,201,218],"ai","text work","How to work with AI in LiveAI",10,"A practical guide: open a notebook, write down your task and materials, pick an available model in the chat, and review the result with context.",[223,224],{"slug":29,"type":7},{"slug":31,"type":32},"How to work with AI: notebook, context, a useful result","/guides/gpt-5-2",{"slug":228,"tags":229,"title":232,"persona":7,"cardIcon":233,"category":204,"featured":20,"priority":205,"difficulty":206,"description":234,"lastUpdated":208,"relatedLinks":235,"cardDescription":238,"path":239},"gemini-3-pro",[230,231,200,201],"large materials","analysis","How to work with large materials in LiveAI","database","How to work with large materials: gather them in a notebook, enable context, ask precise questions, and review the conclusions with AI.",[236,237],{"slug":29,"type":7},{"slug":31,"type":32},"How to gather and review large materials with AI in a notebook","/guides/gemini-3-pro",{"slug":241,"tags":242,"title":245,"persona":7,"cardIcon":246,"category":204,"featured":20,"priority":247,"difficulty":206,"description":248,"lastUpdated":208,"relatedLinks":249,"cardDescription":252,"path":253},"gemini-3-flash",[243,244,200,201],"drafts","text","How to prepare short drafts with AI in LiveAI","zap",9,"How to prepare short drafts with AI: write the idea in a notebook, enable context, ask for a draft, and refine it quickly.",[250,251],{"slug":29,"type":7},{"slug":31,"type":32},"How to prepare short drafts with AI right inside a notebook","/guides/gemini-3-flash",{"slug":255,"tags":256,"title":257,"persona":7,"cardIcon":258,"category":204,"featured":20,"priority":247,"difficulty":206,"description":259,"lastUpdated":208,"relatedLinks":260,"cardDescription":263,"path":264},"claude-sonnet-4-6",[15,244,200,201],"How to draft and edit text with AI in LiveAI","feather","How to draft and edit text with AI: gather a draft and style examples in a notebook, pick an available model in the chat, enable context, and review the result.",[261,262],{"slug":29,"type":7},{"slug":31,"type":32},"How to draft and edit text with AI right inside a notebook","/guides/claude-sonnet-4-6",{"slug":266,"tags":267,"title":270,"persona":7,"cardIcon":271,"category":204,"featured":20,"priority":220,"difficulty":206,"description":272,"lastUpdated":208,"relatedLinks":273,"cardDescription":276,"path":277},"claude-opus-4-6",[268,269,200,201],"complex tasks","plan","How to break down a complex task with AI in LiveAI","cpu","How to break down a complex task with AI: describe the goal and materials in a notebook, enable context, split the task into steps, and review the result.",[274,275],{"slug":29,"type":7},{"slug":31,"type":32},"How to break a complex task into steps with AI in a notebook","/guides/claude-opus-4-6",{"slug":279,"tags":280,"title":282,"persona":7,"cardIcon":283,"category":284,"featured":20,"priority":285,"difficulty":206,"description":286,"lastUpdated":208,"relatedLinks":287,"cardDescription":293,"path":294},"ai-access",[217,281,200,201],"documents","Choosing an AI model for your documents","key","Quick Start",3,"Choose an AI model for your documents. It draws context from your notebooks.",[288,290,291,292],{"slug":289,"type":27},"offline",{"slug":26,"type":27},{"slug":215,"type":7},{"slug":255,"type":7},"How to choose an AI model for working with documents in LiveAI","/guides/ai-access",{"slug":296,"tags":297,"title":303,"persona":7,"cardIcon":304,"category":305,"featured":20,"priority":220,"difficulty":22,"description":306,"lastUpdated":307,"relatedLinks":308,"cardDescription":317,"path":318},"knowledge-base-ai",[298,299,300,301,302],"ai knowledge base","knowledge management system","build knowledge base","note organization","zettelkasten","AI Knowledge Base: Stop Explaining Context Every Time","library","Productivity","Knowledge gets lost, docs go stale, AI doesn't know your project? Build a knowledge base that AI can actually read. Free, no VPN.","2026-02-24",[309,311,312,314],{"slug":310,"type":7},"smart-notes-ai",{"slug":26,"type":27},{"slug":313,"type":32},"vs-obsidian",{"slug":315,"type":316},"managers","for","How to build a knowledge base that AI can actually read","/guides/knowledge-base-ai",{"slug":320,"tags":321,"title":327,"persona":7,"cardIcon":328,"category":52,"featured":20,"priority":205,"difficulty":22,"description":329,"lastUpdated":307,"relatedLinks":330,"cardDescription":336,"path":337},"developer-product-thinking",[322,323,324,325,326],"ai code","ai for development","ai writes code","programming with ai","future of developers","AI Writes Code — The Developer Thinks About the User","code","AI writes code — so what does the developer do? Three mindset shifts that turn a coder into a product engineer. Practical examples inside.",[331,333,334,335],{"slug":332,"type":316},"developers",{"slug":8,"type":7},{"slug":310,"type":7},{"slug":313,"type":32},"What does a developer do when AI writes the code? Think about the user","/guides/developer-product-thinking",{"slug":339,"tags":340,"title":345,"persona":7,"cardIcon":346,"category":305,"featured":20,"priority":347,"difficulty":206,"description":348,"lastUpdated":307,"relatedLinks":349,"cardDescription":354,"path":355},"ai-for-text-work",[341,342,343,344],"ai for text work","ai writing tool","ai document editor","ai text assistant","AI for Text Work: Chat Is Not a Tool","file-text",15,"Stop copy-pasting text into ChatGPT. See how to work with documents when AI already sees your text. Free, no VPN needed.",[350,351,352,353],{"slug":26,"type":27},{"slug":29,"type":7},{"slug":310,"type":7},{"slug":31,"type":32},"How AI works with your text when it sees the full document","/guides/ai-for-text-work",{"slug":357,"tags":358,"title":363,"persona":7,"cardIcon":364,"category":52,"featured":20,"priority":365,"difficulty":22,"description":366,"lastUpdated":307,"relatedLinks":367,"cardDescription":374,"path":375},"ai-for-business",[359,360,361,362],"ai for business","ai for leaders","ai business strategy","ai for entrepreneurs","AI for Business: Think, Don't Just Automate","briefcase",12,"Not a list of 50 AI tools — but 3 scenarios where AI sharpens a leader's thinking. Test ideas, understand your audience, build strategy.",[368,369,371,373],{"slug":8,"type":7},{"slug":370,"type":7},"understand-numbers",{"slug":372,"type":7},"meeting-notes",{"slug":26,"type":27},"3 scenarios where AI helps leaders think — not just automate","/guides/ai-for-business",{"slug":310,"tags":377,"title":383,"persona":7,"cardIcon":384,"category":385,"featured":20,"priority":247,"difficulty":22,"description":386,"lastUpdated":387,"relatedLinks":388,"cardDescription":394,"path":395},[378,379,380,381,382],"smart notes","ai notes","ai note taking","notes with ai","notebook ai","Smart Notes with AI: How AI Turns Your Notes into a Working Tool","brain","Prompts & Techniques","Notes piling up with no real use? See how AI makes your notes actually work for you — no plugins, no graph views, no complex setup.","2026-02-23",[389,390,392],{"slug":26,"type":27},{"slug":391,"type":7},"ai-notes-summary",{"slug":393,"type":7},"ai-thinking-linear","How AI makes ordinary notes useful — no plugins, no setup","/guides/smart-notes-ai",{"slug":393,"tags":397,"title":403,"persona":7,"cardIcon":404,"category":385,"featured":20,"priority":405,"difficulty":22,"description":406,"lastUpdated":387,"relatedLinks":407,"cardDescription":413,"path":414},[398,399,400,401,402],"how to improve prompts","effective prompts","prompt engineering","complex prompts","prompt mistakes","How to Improve Your AI Prompts: A Simple Trick for Complex Tasks","git-branch",50,"Your prompt doesn't work for complex tasks? Learn how to split requests into steps so AI follows every condition. Works with ChatGPT, Claude, Gemini.",[408,409,411],{"slug":26,"type":27},{"slug":410,"type":7},"yandex-direct-campaign",{"slug":412,"type":7},"save-on-ai","Why complex prompts fail — and a simple trick that fixes it","/guides/ai-thinking-linear",{"slug":391,"tags":416,"title":420,"persona":7,"cardIcon":77,"category":385,"featured":20,"priority":205,"difficulty":22,"description":421,"lastUpdated":387,"relatedLinks":422,"cardDescription":426,"path":427},[417,379,418,380,419],"ai summary","summarize with ai","ai lecture notes","AI for Summaries: How to Summarize Any Text with AI Step by Step","AI summaries too shallow? Use the 3-prompt method: structure → key points → format. Works for lectures, books, podcasts, and meetings.",[423,424,425],{"slug":26,"type":27},{"slug":372,"type":7},{"slug":393,"type":7},"How to turn messy notes into a structured summary in 3 prompts","/guides/ai-notes-summary",{"slug":370,"tags":429,"title":432,"persona":7,"cardIcon":433,"category":434,"featured":435,"priority":205,"difficulty":22,"description":436,"lastUpdated":23,"relatedLinks":437,"cardDescription":443,"path":444},[430,231,431],"data","insights","AI Explains Your Numbers in Plain Language — LiveAI","bar-chart-2","Analytics",false,"Paste a table or report into a notebook — AI explains what's happening and what to do next. No formulas, no analysts needed.",[438,439,440,442],{"slug":26,"type":27},{"slug":8,"type":7},{"slug":441,"type":34},"research",{"slug":315,"type":316},"How to make sense of data and reports with AI","/guides/understand-numbers",{"slug":446,"tags":447,"title":451,"persona":7,"cardIcon":452,"category":19,"featured":20,"priority":453,"difficulty":206,"description":454,"lastUpdated":23,"relatedLinks":455,"cardDescription":462,"path":463},"social-media-post",[448,449,450],"social media","brand","content","Social Media Post from Your Notes — LiveAI","share-2",7,"Your ideas are already in a notebook — AI turns them into a ready post for any platform. No copying context. 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