AI Visual Merchandising Agent with Telegram & OpenAI

The workflow JSON

Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →

{
  "name": "AI-Powered Visual Merchandising Agent",
  "nodes": [
    {
      "parameters": {
        "updates": [
          "message"
        ],
        "additionalFields": {
          "download": true
        }
      },
      "type": "n8n-nodes-base.telegramTrigger",
      "typeVersion": 1.2,
      "position": [
        0,
        0
      ],
      "id": "44571ae9-6cdf-4665-aa06-4811969aa17e",
      "name": "Inbound Product Stream",
      "credentials": {
        "telegramApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "modelId": {
          "__rl": true,
          "value": "gpt-4o",
          "mode": "list",
          "cachedResultName": "GPT-4O"
        },
        "responses": {
          "values": [
            {
              "content": "Sen uzman bir Etsy Metin Yazar\u0131 ve SEO Stratejistisin. G\u00d6REV\u0130N: \u00dcr\u00fcn foto\u011fraf\u0131n\u0131 analiz et ve sonucu SAF JSON format\u0131nda ver.\n\n\u00d6NEML\u0130: \"aciklama\" k\u0131sm\u0131 \u00e7ok detayl\u0131, uzun ve profesyonel olmal\u0131. A\u015fa\u011f\u0131daki ba\u015fl\u0131klar\u0131 i\u00e7ermeli:\n- \ud83c\udf1f Product Story (Duygusal giri\u015f)\n- \ud83e\uddf6 Material & Quality (Malzeme kalitesi)\n- \ud83d\udccf Size & Fit (Tahmini beden bilgisi)\n- \ud83e\uddfc Care Instructions (Y\u0131kama talimat\u0131)\n- \ud83c\udf81 Gift Option (Hediye vurgusu)\n\n\u00c7IKTI FORMATI (Sadece bu JSON'u ver):\n{\n\"urun_tanimi\": \"Buraya \u00fcr\u00fcn\u00fcn T\u00fcrk\u00e7e k\u0131sa analizini yaz (renk, desen, t\u00fcr)\",\n\"baslik\": \"Buraya Etsy uyumlu, \u00e7ok satan kelimelerle dolu \u0130ngilizce ba\u015fl\u0131\u011f\u0131 yaz (Max 140 karakter)\",\n\"etiketler\": \"Buraya virg\u00fclle ayr\u0131lm\u0131\u015f 13 adet \u0130ngilizce etiketi yaz\",\n\"aciklama\": \"Buraya yukar\u0131da bahsetti\u011fim maddeleri i\u00e7eren, emojilerle s\u00fcslenmi\u015f, paragraflara ayr\u0131lm\u0131\u015f, madde i\u015faretleri i\u00e7eren UZUN ve SATI\u015e ODAKLI \u0130ngilizce a\u00e7\u0131klamay\u0131 yaz.\"\n}"
            },
            {
              "type": "image",
              "imageType": "base64"
            }
          ]
        },
        "builtInTools": {},
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.openAi",
      "typeVersion": 2.1,
      "position": [
        208,
        0
      ],
      "id": "9df961e2-5ad9-4f7d-b760-7f477fcb9808",
      "name": "AI Vision & SEO Engine",
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "jsCode": "// D\u0130KKAT: Senin yap\u0131nda \u00e7ift 'content' oldu\u011fu i\u00e7in yolu uzatt\u0131k\nconst content =$input.first().json.output[0].content[0].text;\n\n// Temizlik ve \u00c7evirme\nconst cleanJson = content.replace(/```json/g, '').replace(/```/g, '').trim();\n\nreturn JSON.parse(cleanJson);"
      },
      "type": "n8n-nodes-base.code",
      "typeVersion": 2,
      "position": [
        560,
        0
      ],
      "id": "e8099cfd-e955-4161-bbb7-1abcae32e517",
      "name": "JSON Data Parser"
    },
    {
      "parameters": {
        "operation": "append",
        "documentId": {
          "__rl": true,
          "value": "1XHkz-wS6UbMNDM_q0bl2AvuhxeIAo3lBzQPQSn5ZNUI",
          "mode": "list",
          "cachedResultName": "envanter takibi",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1XHkz-wS6UbMNDM_q0bl2AvuhxeIAo3lBzQPQSn5ZNUI/edit?usp=drivesdk"
        },
        "sheetName": {
          "__rl": true,
          "value": "gid=0",
          "mode": "list",
          "cachedResultName": "Sayfa1",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1XHkz-wS6UbMNDM_q0bl2AvuhxeIAo3lBzQPQSn5ZNUI/edit#gid=0"
        },
        "columns": {
          "mappingMode": "defineBelow",
          "value": {
            "\u00dcr\u00fcn Tan\u0131m\u0131\r\n": "={{ $json.urun_tanimi }}",
            "Ba\u015fl\u0131k\r\n": "={{ $json.baslik }}",
            "Etiketler\r\n": "={{ $json.etiketler }}",
            "A\u00e7\u0131klama\n": "={{ $json.aciklama }}",
            "Tarih": "={{ $now.format('yyyy-MM-dd HH:mm') }}"
          },
          "matchingColumns": [],
          "schema": [
            {
              "id": "Tarih",
              "displayName": "Tarih",
              "required": false,
              "defaultMatch": false,
              "display": true,
              "type": "string",
              "canBeUsedToMatch": true
            },
            {
              "id": "\u00dcr\u00fcn Tan\u0131m\u0131\r\n",
              "displayName": "\u00dcr\u00fcn Tan\u0131m\u0131\r\n",
              "required": false,
              "defaultMatch": false,
              "display": true,
              "type": "string",
              "canBeUsedToMatch": true
            },
            {
              "id": "Ba\u015fl\u0131k\r\n",
              "displayName": "Ba\u015fl\u0131k\r\n",
              "required": false,
              "defaultMatch": false,
              "display": true,
              "type": "string",
              "canBeUsedToMatch": true
            },
            {
              "id": "Etiketler\r\n",
              "displayName": "Etiketler\r\n",
              "required": false,
              "defaultMatch": false,
              "display": true,
              "type": "string",
              "canBeUsedToMatch": true
            },
            {
              "id": "A\u00e7\u0131klama\n",
              "displayName": "A\u00e7\u0131klama\n",
              "required": false,
              "defaultMatch": false,
              "display": true,
              "type": "string",
              "canBeUsedToMatch": true
            },
            {
              "id": "row_number",
              "displayName": "row_number",
              "required": false,
              "defaultMatch": false,
              "display": true,
              "type": "number",
              "canBeUsedToMatch": true,
              "readOnly": true,
              "removed": true
            }
          ],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        },
        "options": {}
      },
      "type": "n8n-nodes-base.googleSheets",
      "typeVersion": 4.7,
      "position": [
        800,
        0
      ],
      "id": "ec604cd8-c3d7-4f99-8db9-725ff9dd113f",
      "name": "Inventory Database (CMS)",
      "credentials": {
        "googleSheetsOAuth2Api": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "chatId": "479149859",
        "text": "=\u2705 \u00dcr\u00fcn Analizi Kaydedildi!\n\n\ud83d\udccc Ba\u015fl\u0131k:\n{{ $('JSON Data Parser').item.json.baslik }}\n\n\ud83d\udcdd A\u00e7\u0131klama:\n{{ $('JSON Data Parser').item.json.aciklama }}\n\n\ud83c\udff7\ufe0f Etiketler:\n{{ $('JSON Data Parser').item.json.etiketler }}\n\n(Envantere Eklendi: {{ $json[\"Tarih\"] }})",
        "additionalFields": {}
      },
      "type": "n8n-nodes-base.telegram",
      "typeVersion": 1.2,
      "position": [
        1040,
        0
      ],
      "id": "9eb42868-87e5-40bf-a0de-9865d2d017bd",
      "name": "Mobile Admin Dashboard",
      "credentials": {
        "telegramApi": {
          "name": "<your credential>"
        }
      }
    }
  ],
  "connections": {
    "Inbound Product Stream": {
      "main": [
        [
          {
            "node": "AI Vision & SEO Engine",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "AI Vision & SEO Engine": {
      "main": [
        [
          {
            "node": "JSON Data Parser",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "JSON Data Parser": {
      "main": [
        [
          {
            "node": "Inventory Database (CMS)",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Inventory Database (CMS)": {
      "main": [
        [
          {
            "node": "Mobile Admin Dashboard",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  },
  "active": true,
  "settings": {
    "executionOrder": "v1",
    "availableInMCP": false
  },
  "versionId": "ee9d80e6-c639-4be1-94c2-785ce705bc4d",
  "meta": {
    "templateCredsSetupCompleted": true
  },
  "id": "eYXX6X4t4HxIdp8GXHe2u",
  "tags": []
}

Credentials you'll need

Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.

• googleSheetsOAuth2Api
• openAiApi
• telegramApi

About this workflow

AI-Powered Visual Merchandising Agent. Uses telegramTrigger, openAi, googleSheets, telegram. Event-driven trigger; 5 nodes.

Source: https://github.com/emrahdemirkoc/AI-Visual-Merchandiser/blob/main/workflow1.json — original creator credit. Request a take-down →

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