{ "name": "YouTube Content Idea and Hook Generator", "flow": [ { "id": 1, "module": "apify:finishedActorRuns", "version": 1, "parameters": {}, "mapper": {}, "metadata": { "designer": { "x": 606, "y": -248 }, "parameters": [ { "name": "__IMTHOOK__", "type": "hook:apify", "label": "Webhook", "required": true } ] } }, { "id": 2, "module": "apify:fetchDatasetItems", "version": 1, "parameters": {}, "mapper": { "datasetId": "{{1.defaultDatasetId}}", "type": "clean", "format": "json", "limit": "100000", "offset": "0" }, "metadata": { "designer": { "x": 904, "y": -247 }, "parameters": [ { "name": "__IMTCONN__", "type": "account:apify2,apify", "label": "Connection", "required": true } ], "expect": [ { "name": "datasetId", "type": "text", "label": "Dataset ID", "required": true }, { "name": "type", "type": "select", "label": "Data transformation", "required": true, "validate": { "enum": [ "clean", "simplified", "none" ] } }, { "name": "format", "type": "select", "label": "Format", "required": true, "validate": { "enum": [ "json", "csv", "html", "xml", "rss", "xlsx" ] } }, { "name": "limit", "type": "uinteger", "label": "Limit", "validate": { "max": 100000, "min": 1 } }, { "name": "offset", "type": "uinteger", "label": "Offset", "validate": { "min": 0 } } ] } }, { "id": 3, "module": "openai-gpt-3:CreateCompletion", "version": 1, "parameters": {}, "filter": { "name": "Real Comment?", "conditions": [ [ { "a": "{{length(2.comment)}}", "b": "5", "o": "number:greater" } ] ] }, "mapper": { "select": "chat", "temperature": "1", "top_p": "1", "n_completions": "1", "model": "gpt-4o", "max_tokens": "4096", "messages": [ { "role": "system", "content": "You are a helpful, intelligent content writing assistant." }, { "role": "user", "content": "We are looking for content ideas. \n\nBelow is a YouTube comment on one of our videos. Your task is to determine if the comment is relevant—mainly, if it includes any questions, inquiries, or suggestions that we can use as an idea for a future video.\n\nReturn the result in JSON using the following format:\n\n{\"status\":\"boolean\",\"contentIdeas\":\"array\"]}\n\nIf the comment contains a content idea, return \"status\":\"true\" and add content ideas to the \"contentIdeas\" array. If the comment does NOT contain a content idea, return \"status\":\"false\" and leave \"contentIdeas\" empty.\n\nBe specific with each content idea. Use specific numbers (\"Best\" -> \"7 Best\", \"$100,000 -> \"$102,514\"), make engaging claims, and in general follow recommended YouTube title engagement guidelines.\n\nRules:\n- Focus on questions and suggestions\n- If a comment is vague or overly general, it need not apply\n- Use a spartan, casual tone of voice", "imageDetail": "auto" }, { "role": "user", "content": "{\"videoTitle\":\"The Future Of Automation After 2024\",\"comment\":\"Would love to learn more about your journey to $100K\"}", "imageDetail": "auto" }, { "role": "assistant", "content": "{\"status\":\"true\",\"contentIdeas\":[\"How I Made $102,514 Last Month With Automation\",\"My Path To $102,514 (Copy Me)\",\"From Bankrupt to $100,000/month\"]}" }, { "role": "user", "content": "{\"videoTitle\":\"The Future Of Automation After 2024\",\"comment\":\"Authentic guy.\"}", "imageDetail": "auto" }, { "role": "assistant", "content": "{\"status\":\"false\",\"contentIdeas\":[]}" }, { "role": "user", "content": "{\"videoTitle\":\"48 Minutes of Clever Make.com Hacks\",\"comment\":\"Incredible! I thought your section on saving operations in particular was sick. Any more tips??\"}", "imageDetail": "auto" }, { "role": "assistant", "content": "{\"status\":\"true\",\"contentIdeas\":[\"How I Save 10,000 Make.com Operations/Day\",\"Saving $600/Month With Make.com Operations Hacks\",\"The 3 Best Ways to Save Make.com Operations (Steal This)\"]}" }, { "role": "user", "content": "{\"videoTitle\":\"{{2.title}}\",\"comment\":\"{{2.comment}}\"}", "imageDetail": "auto" } ], "response_format": "json_object", "parseJSONResponse": true }, "metadata": { "designer": { "x": 1204, "y": -247, "name": "Filter & Create Content Idea" }, "parameters": [ { "name": "__IMTCONN__", "type": "account:openai-gpt-3", "label": "Connection", "required": true } ], "expect": [ { "name": "select", "type": "select", "label": "Select Method", "required": true, "validate": { "enum": [ "chat", "prompt" ] } }, { "name": "temperature", "type": "number", "label": "Temperature", "validate": { "max": 2, "min": 0 } }, { "name": "top_p", "type": "number", "label": "Top P", "validate": { "max": 1, "min": 0 } }, { "name": "n_completions", "type": "number", "label": "Number" }, { "name": "frequency_penalty", "type": "number", "label": "Frequency Penalty", "validate": { "max": 2, "min": -2 } }, { "name": "presence_penalty", "type": "number", "label": "Presence Penalty", "validate": { "max": 2, "min": -2 } }, { "name": "logit_bias", "type": "array", "label": "Token Probability", "spec": { "spec": [ { "name": "token", "type": "text", "label": "Token ID", "required": true }, { "name": "probability", "type": "number", "label": "Probability", "required": true, "validate": { "max": 100, "min": -100 } } ], "type": "collection", "label": "Token Probability", "name": "value" } }, { "name": "seed", "type": "integer", "label": "Seed" }, { "name": "stop", "type": "array", "label": "Stop Sequences", "validate": { "maxItems": 4 }, "spec": { "type": "text", "label": "Stop Sequence", "name": "value" } }, { "name": "additionalParameters", "type": "array", "label": "Other Input Parameters", "spec": { "spec": [ { "name": "key", "type": "text", "label": "Parameter Name", "required": true }, { "name": "type", "type": "select", "label": "Input Type" } ], "type": "collection", "label": "Input Parameter", "name": "value" } }, { "name": "model", "type": "select", "label": "Model", "required": true }, { "name": "max_tokens", "type": "uinteger", "label": "Max Completion Tokens" }, { "name": "messages", "type": "array", "label": "Messages", "required": true, "spec": { "label": "Message", "type": "collection", "spec": [ { "name": "role", "type": "select", "label": "Role", "required": true, "options": { "store": [ { "label": "User", "value": "user", "nested": [ { "help": "Text content of the message on behalf of the selected __Role__.", "name": "content", "type": "text", "label": "Text Content" }, { "name": "imageInputType", "type": "select", "label": "Image Input Type", "mappable": false }, { "name": "imageDetail", "type": "select", "label": "Image Detail", "help": "Recommended value: `Auto`" } ] }, { "label": "Assistant", "value": "assistant", "nested": [ { "help": "Text content of the message on behalf of the selected __Role__.", "name": "content", "type": "text", "label": "Text Content" } ] }, { "label": "Developer / System", "value": "system", "nested": [ { "help": "Text content of the message on behalf of the selected __Role__.", "name": "content", "type": "text", "label": "Text Content" } ] } ] } } ], "name": "value" } }, { "name": "response_format", "type": "select", "label": "Response Format", "validate": { "enum": [ "text", "json_object" ] } }, { "name": "prediction", "type": "text", "label": "Predicted Outputs" }, { "name": "parseJSONResponse", "type": "boolean", "label": "Parse JSON Response", "required": true } ], "advanced": true }, "onerror": [ { "id": 9, "module": "builtin:Break", "version": 1, "parameters": {}, "mapper": { "count": "3", "retry": true, "interval": "3" }, "metadata": { "designer": { "x": 1207, "y": -524 }, "expect": [ { "name": "retry", "type": "boolean", "label": "Automatically complete execution", "required": true }, { "name": "count", "type": "uinteger", "label": "Number of attempts", "required": true, "validate": { "max": 10000, "min": 1 } }, { "name": "interval", "type": "uinteger", "label": "Interval between attempts", "required": true, "validate": { "max": 44640, "min": 1 } } ] } } ] }, { "id": 4, "module": "builtin:BasicFeeder", "version": 1, "parameters": {}, "filter": { "name": "Content Ideas?", "conditions": [ [ { "a": "{{length(3.result.contentIdeas)}}", "b": "0", "o": "number:greater" }, { "a": "{{3.result.status}}", "b": "true", "o": "text:equal" } ] ] }, "mapper": { "array": "{{3.result.contentIdeas}}" }, "metadata": { "designer": { "x": 600, "y": 0 }, "expect": [ { "mode": "edit", "name": "array", "spec": [], "type": "array", "label": "Array" } ] } }, { "id": 7, "module": "util:SetVariables", "version": 1, "parameters": {}, "mapper": { "variables": [ { "name": "socialProofDirection", "value": "You're creating content for [Your Name], who runs [your business]. Some key case studies and pieces of social proof:\n1. [Proof point 1, e.g. a client result]\n2. [Proof point 2]\n3. [Proof point 3]\n4. [Media features or awards]\n5. [Audience size or follower count]" }, { "name": "toneOfVoiceDirection", "value": "Use a spartan, no-frills tone of voice. Minimize flamboyancy, uncommon verbiage, etc. Make sure you use the social proof above in the hook. This is essential." } ], "scope": "roundtrip" }, "metadata": { "designer": { "x": 900, "y": 0 }, "expect": [ { "name": "variables", "type": "array", "label": "Variables", "spec": [ { "name": "name", "label": "Variable name", "type": "text", "required": true }, { "name": "value", "label": "Variable value", "type": "any" } ] }, { "name": "scope", "type": "select", "label": "Variable lifetime", "required": true, "validate": { "enum": [ "roundtrip", "execution" ] } } ] } }, { "id": 5, "module": "openai-gpt-3:CreateCompletion", "version": 1, "parameters": {}, "mapper": { "model": "gpt-4o", "top_p": "1", "select": "chat", "messages": [ { "role": "system", "content": "You are a helpful, intelligent content writing assistant." }, { "role": "user", "content": "Your task is to generate high quality, engaging hooks & outlines for content ideas. You'll receive a content idea in JSON, and you'll return it in the following format:\n\n{\"hook\":\"string\",\"outline\":\"string\"}\n\n{{7.socialProofDirection}}\n\n{{7.toneOfVoiceDirection}}" }, { "role": "user", "content": "{\"contentIdea\":\"How to Generate Infinite Content Ideas for YouTube\"}" }, { "role": "assistant", "content": "{\"hook\": \"Hi, I'm [Your Name]. Over the last [timeframe] I've [your proof point]. I did it by always having great content ideas that answered exactly what my audience wanted to know. In this video I'll show you how to build a simple system with a few low-cost no-code tools like Make.com and Apify that generates content ideas on autopilot. Let's get into it.\", \"outline\": \"1. Hook\\n2. Introduction to the software platforms\\n3. Testing comment scraper(s)\\n4. Building out flow\\n5. Wrap-up\"}" }, { "role": "user", "content": "{\"contentIdea\":\"The Future Of Automation After 2024 (Prepare Now)\"}" }, { "role": "assistant", "content": "{\"hook\": \"Hi, I'm [Your Name]. I run [your business], and [your proof point]. Our industry is moving fast, and opportunities appear and disappear every few weeks. Today I want to talk about those opportunities and how I see automation changing over the next few years, including the good news and the bad news. If you want to stay ahead of the curve, this is the video for you. Let's get into it.\", \"outline\": \"1. Hook\\n2. Current status of AI agents\\n3. How 'real' AI agents will change things\\n4. Business skills vs tech skills and why the former is more important\\n5. Why you must build a brand now\\n6. Where our economy is headed\\n\"}" }, { "role": "user", "content": "{\"contentIdea\":\"{{4.value}}\"}" } ], "max_tokens": "4096", "temperature": "1", "n_completions": "1", "response_format": "json_object", "parseJSONResponse": true }, "metadata": { "designer": { "x": 1200, "y": 0, "name": "Create Hook & Outline" }, "parameters": [ { "name": "__IMTCONN__", "type": "account:openai-gpt-3", "label": "Connection", "required": true } ], "expect": [ { "name": "select", "type": "select", "label": "Select Method", "required": true, "validate": { "enum": [ "chat", "prompt" ] } }, { "name": "max_tokens", "type": "number", "label": "Max Tokens", "required": true }, { "name": "temperature", "type": "number", "label": "Temperature", "validate": { "max": 2, "min": 0 } }, { "name": "top_p", "type": "number", "label": "Top P", "validate": { "max": 1, "min": 0 } }, { "name": "n_completions", "type": "number", "label": "Number" }, { "name": "frequency_penalty", "type": "number", "label": "Frequency Penalty", "validate": { "max": 2, "min": -2 } }, { "name": "presence_penalty", "type": "number", "label": "Presence Penalty", "validate": { "max": 2, "min": -2 } }, { "name": "logit_bias", "spec": { "name": "value", "spec": [ { "name": "token", "type": "text", "label": "Token ID", "required": true }, { "name": "probability", "type": "number", "label": "Probability", "required": true, "validate": { "max": 100, "min": -100 } } ], "type": "collection", "label": "Token Probability" }, "type": "array", "label": "Token Probability" }, { "name": "response_format", "type": "select", "label": "Response Format", "validate": { "enum": [ "text", "json_object" ] } }, { "name": "seed", "type": "integer", "label": "Seed" }, { "name": "stop", "spec": { "name": "value", "type": "text", "label": "Stop Sequence" }, "type": "array", "label": "Stop Sequences", "validate": { "maxItems": 4 } }, { "name": "additionalParameters", "spec": { "name": "value", "spec": [ { "name": "key", "type": "text", "label": "Parameter Name", "required": true }, { "name": "type", "type": "select", "label": "Input Type" } ], "type": "collection", "label": "Input Parameter" }, "type": "array", "label": "Other Input Parameters" }, { "name": "model", "type": "select", "label": "Model", "required": true }, { "name": "messages", "spec": { "name": "value", "spec": [ { "name": "role", "type": "select", "label": "Role", "required": true }, { "name": "content", "type": "text", "label": "Message Content" } ], "type": "collection", "label": "Message" }, "type": "array", "label": "Messages", "required": true }, { "name": "parseJSONResponse", "type": "boolean", "label": "Parse JSON Response", "required": true } ], "advanced": true }, "onerror": [ { "id": 8, "module": "builtin:Break", "version": 1, "parameters": {}, "mapper": { "count": "3", "retry": true, "interval": "3" }, "metadata": { "designer": { "x": 1205, "y": 278 }, "expect": [ { "name": "retry", "type": "boolean", "label": "Automatically complete execution", "required": true }, { "name": "count", "type": "uinteger", "label": "Number of attempts", "required": true, "validate": { "max": 10000, "min": 1 } }, { "name": "interval", "type": "uinteger", "label": "Interval between attempts", "required": true, "validate": { "max": 44640, "min": 1 } } ] } } ] }, { "id": 6, "module": "google-sheets:addRow", "version": 2, "parameters": {}, "mapper": { "mode": "map", "values": { "0": "{{now}}", "1": "{{2.comment}}", "2": "{{4.value}}", "3": "{{5.result.hook}}", "4": "{{5.result.outline}}" }, "sheetId": "Sheet1", "spreadsheetId": "YOUR_SPREADSHEET_ID", "tableFirstRow": "A1:Z1", "insertDataOption": "INSERT_ROWS", "valueInputOption": "USER_ENTERED", "insertUnformatted": false }, "metadata": { "designer": { "x": 601, "y": 266 }, "parameters": [ { "name": "__IMTCONN__", "type": "account:google", "label": "Connection", "required": true } ], "expect": [ { "name": "mode", "type": "select", "label": "Search Method", "required": true, "validate": { "enum": [ "select", "fromAll", "map" ] } }, { "name": "insertUnformatted", "type": "boolean", "label": "Unformatted", "required": true }, { "name": "valueInputOption", "type": "select", "label": "Value input option", "validate": { "enum": [ "USER_ENTERED", "RAW" ] } }, { "name": "insertDataOption", "type": "select", "label": "Insert data option", "validate": { "enum": [ "INSERT_ROWS", "OVERWRITE" ] } }, { "name": "spreadsheetId", "type": "text", "label": "Spreadsheet ID", "required": true }, { "name": "sheetId", "type": "text", "label": "Sheet Name", "required": true }, { "name": "tableFirstRow", "type": "select", "label": "Column range", "required": true, "validate": { "enum": [ "A1:Z1", "A1:BZ1", "A1:CZ1", "A1:DZ1", "A1:MZ1", "A1:ZZ1" ] } }, { "name": "values", "spec": [ { "name": "0", "type": "text", "label": "A" }, { "name": "1", "type": "text", "label": "B" }, { "name": "2", "type": "text", "label": "C" }, { "name": "3", "type": "text", "label": "D" }, { "name": "4", "type": "text", "label": "E" }, { "name": "5", "type": "text", "label": "F" }, { "name": "6", "type": "text", "label": "G" }, { "name": "7", "type": "text", "label": "H" }, { "name": "8", "type": "text", "label": "I" }, { "name": "9", "type": "text", "label": "J" }, { "name": "10", "type": "text", "label": "K" }, { "name": "11", "type": "text", "label": "L" }, { "name": "12", "type": "text", "label": "M" }, { "name": "13", "type": "text", "label": "N" }, { "name": "14", "type": "text", "label": "O" }, { "name": "15", "type": "text", "label": "P" }, { "name": "16", "type": "text", "label": "Q" }, { "name": "17", "type": "text", "label": "R" }, { "name": "18", "type": "text", "label": "S" }, { "name": "19", "type": "text", "label": "T" }, { "name": "20", "type": "text", "label": "U" }, { "name": "21", "type": "text", "label": "V" }, { "name": "22", "type": "text", "label": "W" }, { "name": "23", "type": "text", "label": "X" }, { "name": "24", "type": "text", "label": "Y" }, { "name": "25", "type": "text", "label": "Z" } ], "type": "collection", "label": "Values" }, { "name": "mode", "type": "select", "label": "Search Method", "required": true, "validate": { "enum": [ "select", "fromAll", "map" ] } }, { "name": "insertUnformatted", "type": "boolean", "label": "Unformatted", "required": true }, { "name": "valueInputOption", "type": "select", "label": "Value input option", "validate": { "enum": [ "USER_ENTERED", "RAW" ] } }, { "name": "insertDataOption", "type": "select", "label": "Insert data option", "validate": { "enum": [ "INSERT_ROWS", "OVERWRITE" ] } }, { "name": "spreadsheetId", "type": "text", "label": "Spreadsheet ID", "required": true }, { "name": "sheetId", "type": "text", "label": "Sheet Name", "required": true }, { "name": "tableFirstRow", "type": "select", "label": "Column range", "required": true, "validate": { "enum": [ "A1:Z1", "A1:BZ1", "A1:CZ1", "A1:DZ1", "A1:MZ1", "A1:ZZ1" ] } }, { "name": "values", "spec": [ { "name": "0", "type": "text", "label": "A" }, { "name": "1", "type": "text", "label": "B" }, { "name": "2", "type": "text", "label": "C" }, { "name": "3", "type": "text", "label": "D" }, { "name": "4", "type": "text", "label": "E" }, { "name": "5", "type": "text", "label": "F" }, { "name": "6", "type": "text", "label": "G" }, { "name": "7", "type": "text", "label": "H" }, { "name": "8", "type": "text", "label": "I" }, { "name": "9", "type": "text", "label": "J" }, { "name": "10", "type": "text", "label": "K" }, { "name": "11", "type": "text", "label": "L" }, { "name": "12", "type": "text", "label": "M" }, { "name": "13", "type": "text", "label": "N" }, { "name": "14", "type": "text", "label": "O" }, { "name": "15", "type": "text", "label": "P" }, { "name": "16", "type": "text", "label": "Q" }, { "name": "17", "type": "text", "label": "R" }, { "name": "18", "type": "text", "label": "S" }, { "name": "19", "type": "text", "label": "T" }, { "name": "20", "type": "text", "label": "U" }, { "name": "21", "type": "text", "label": "V" }, { "name": "22", "type": "text", "label": "W" }, { "name": "23", "type": "text", "label": "X" }, { "name": "24", "type": "text", "label": "Y" }, { "name": "25", "type": "text", "label": "Z" } ], "type": "collection", "label": "Values" } ] } } ], "metadata": { "instant": true, "version": 1, "scenario": { "roundtrips": 1, "maxErrors": 3, "autoCommit": true, "autoCommitTriggerLast": true, "sequential": false, "slots": null, "confidential": false, "dataloss": false, "dlq": true, "freshVariables": false }, "designer": { "orphans": [] } } }