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This will be a customer-facing dashboard that aggregates and interprets data from 20+ public sources (e.g., retailer sites, industry reports, social media, scientific databases), which is done through scraping or AI ingesting particular sites and delivers actionable insights for consumer brands.\n\nThe platform will:\n\n*Scrape and update data regularly (e.g., Sephora, Ulta, brand websites, review sites, social media)\n*Interpret consumer sentiment, product trends, gaps in brand portfolios, market share insights\n*Display insights in modular dashboards \n*Enable comparisons across brands, categories, and time (e.g., week-over-week changes)\n*Use generative AI to summarize reviews, trends, and recommendations\n\nYou'll be working with a product team that will provide detailed mockups and insight logic. We’re looking for a group that brings strong data warehousing, web scraping, AI integration, and front-end development capabilities.\n\n📽️ A full video walkthrough is included in the post—please review it before responding. - https://www.loom.com/share/c8e4f1d0e3fe40cba51e5688f0fc52ea?sid=67cdd564-10f6-4bbf-9954-f90ed6c839dc\n\nLooking for:\n✅ Agency/Team with full-stack capabilities - MUST HAVE comparable experience.\n✅ Experience building data-driven platforms (across multiple data sources)\n✅ Ability to move fast and iterate \n✅ Will look at independent individuals if you have teams or other partners you can bring with you. \n\nMVP:\n* Filter at the top to filter brands, products, and/or category and then hit \"analyze\" to create AI insights for selected criteria\n* data warehouse well architected and organized \n* ~20+ sites scrapped, and more added to the pool over time\n* 5-10 strong insights surfaced per page for 2-3 pages\n\nNote this is MVP which I want to launch as fast as possible and then will be continuing to grow the data library and pushing out more insights as we go. \n\n**DO NOT EMAIL ME OR CALL ME OUTSIDE OF UPWORK - I WILL NOT WORK WITH THOSE THAT DO**\n\nPlease include in your response:\n\n* Relevant examples of similar projects\n* What tool you plan to use that could allow us to leverage open source code and move quick (e.g. do you have something for data visualization you prefer using for good looking visuals?)\n* How you'd approach an MVP", "createdDateTime": "2025-07-24T21:24:43+0000", "duration": "ONGOING", "durationLabel": "More than 6 months", "engagement": "30+ hrs/week", "amount": { "rawValue": "0.0", "currency": "USD", "displayValue": "0.0" }, "recordNumber": "1020905941", "experienceLevel": "EXPERT", "category": "web_mobile_software_dev", "subcategory": "web_development", "freelancersToHire": 5, "relevance": { "id": "0", "effectiveCandidates": 0, "recommendedEffectiveCandidates": 0, "uniqueImpressions": 0, "publishTime": null, "hoursInactive": 0 }, "enterprise": false, "relevanceEncoded": "{\"position\":\"4475\"}", "totalApplicants": 62, "preferredFreelancerLocation": null, "preferredFreelancerLocationMandatory": false, "premium": false, "clientNotSureFields": null, "clientPrivateFields": null, "applied": false, "publishedDateTime": "2025-07-24T21:24:43+0000", "renewedDateTime": null, "occupations": { "category": { "id": "531770282580668418", "prefLabel": "Web, Mobile & Software Dev" }, "subCategories": null, "occupationService": null }, "job": { "id": "1948494577237936897", "workFlowState": { "closeResult": null, "status": "ACTIVE" }, "activityStat": { "applicationsBidStats": { "avgRateBid": { "rawValue": "41.67160353535352", "currency": "USD", "displayValue": "41.67160353535352" }, "minRateBid": { "rawValue": "15.0", "currency": "USD", "displayValue": "15.0" }, "maxRateBid": { "rawValue": "120.0", "currency": "USD", "displayValue": "120.0" }, "avgInterviewedRateBid": null }, "jobActivity": { "lastClientActivity": "2025-07-24T22:08:07.951Z", "totalRecommended": 3, "invitesSent": 0, "totalInvitedToInterview": 2, "totalHired": 0, "totalUnansweredInvites": 0, "totalOffered": 0 } }, "classification": { "category": { "id": "531770282580668418", "ontologyId": "upworkOccupation:webmobileandsoftwaredev", "type": [ "OCCUPATION" ], "entityStatus": "ACTIVE", "preferredLabel": "Web, Mobile & Software Dev", "definition": null, "createdDateTime": "2018-08-20T19:39:33+0000", "modifiedDateTime": "2023-12-19T19:18:21+0000" }, "subCategory": { "id": "531770282584862733", "ontologyId": "upworkOccupation:webdevelopmentsubcategory", "type": [ "OCCUPATION" ], "entityStatus": "ACTIVE", "preferredLabel": "Web Development", "definition": null, "createdDateTime": "2018-09-24T11:14:40+0000", "modifiedDateTime": "2023-07-10T17:01:25+0000" } } }, "client": { "totalHires": 13, "totalPostedJobs": 22, "totalSpent": { "rawValue": "45189.0", "currency": "USD", "displayValue": "45189.0" }, "verificationStatus": "VERIFIED", "location": { "city": "San Diego", "country": "United States", "timezone": "Europe/London", "state": "CA", "offsetToUTC": "Americas" }, "totalReviews": 5, "totalFeedback": 4.86, "companyRid": "0", "companyName": null, "edcUserId": "0", "lastContractPlatform": null, "lastContractRid": "0", "lastContractTitle": null, "hasFinancialPrivacy": false }, "activityStat": { "jobActivity": { "lastClientActivity": "2025-08-04T04:47:53.915Z", "invitesSent": 1, "totalInvitedToInterview": 3, "totalHired": 2, "totalUnansweredInvites": 1, "totalOffered": 0, "totalRecommended": 2 } } }