Raw evidence · findability

{
  "id": 43,
  "company_id": 16,
  "scanned_at": "2026-05-06 22:54:21",
  "seo_score": 33,
  "seo_details": "{\"lighthouse_seo\": 50, \"wikipedia\": 0, \"google_in_rank_score\": 30, \"google_in_rank_position\": 0, \"brave_rank_score\": 30, \"brave_rank_position\": 0, \"bing_rank_score\": 30, \"bing_rank_position\": 0, \"ddg_rank_score\": 90, \"ddg_rank_position\": 2, \"best_india_rank\": 2, \"news_velocity\": 0, \"subdomain_footprint\": 0}",
  "ai_score": 56,
  "ai_judgement": "partial",
  "ai_response": "AI search visibility (3-perspective):\n  • Category discoverability: 15/100 — Not in live-commerce top 10 — Bulbul, Trell, Amazon Live, Chingari, Moj surface instead\n  • Named SEO: 80/100 — Position 4 for named query — Business Standard/The Ken/YourStory articles rank ahead\n  • Claude recall: 90/100 — Multi-fact: founded 2014 by Bhangadia/Saxena/Shubhank; acquired by Glance/InMobi 2019; pivoted to creator-led live commerce 2021; Shop101/Glance Live integrated\n  Overall: 56/100",
  "ai_model": "3-agent-research",
  "raw": "{\"seo\": {\"lighthouse_seo\": 50, \"wikipedia\": 0, \"google_in_rank_score\": 30, \"google_in_rank_position\": 0, \"brave_rank_score\": 30, \"brave_rank_position\": 0, \"bing_rank_score\": 30, \"bing_rank_position\": 0, \"ddg_rank_score\": 90, \"ddg_rank_position\": 2, \"best_india_rank\": 2, \"news_velocity\": 0, \"subdomain_footprint\": 0}, \"ai\": {\"ai_score\": 43, \"ai_judgement\": \"partial\", \"ai_response\": \"SECTOR: E-commerce\\nCOUNTRY: India\\nFACT: A social commerce platform owned by Glance.\", \"ai_model\": \"groq\", \"samples\": [{\"model\": \"groq\", \"prompt_idx\": 0, \"score\": 100, \"judge\": \"good_recall\", \"text\": \"SECTOR: E-commerce\\nCOUNTRY: India\\nFACT: A social commerce platform owned by Glance.\"}, {\"model\": \"groq\", \"prompt_idx\": 1, \"score\": 100, \"judge\": \"good_recall\", \"text\": \"SECTOR: E-commerce\\nCOUNTRY: India\\nFACT: Acquired by Glance, a subsidiary of Reliance Jio.\"}, {\"model\": \"groq\", \"prompt_idx\": 2, \"score\": 100, \"judge\": \"good_recall\", \"text\": \"SECTOR: Social Media\\nCOUNTRY: India\\nFACT: Roposo offers a social networking platform with short videos and e-commerce features.\"}, {\"model\": \"sarvam\", \"prompt_idx\": 0, \"score\": 5, \"judge\": \"unknown\", \"text\": \"<think>\\nOkay, let's tackle this question about Roposo. First, I need to figure out what Roposo is. I remember hearing the name in the context of Indian startups. Let me think... Roposo is a social commerce platform, right? They focus on reselling products, maybe like a marketplace for second-hand goods.\\n\\nNow, the user wants the sector. Social commerce or e-commerce? Since it's about reselling, maybe \\\"Social Commerce\\\" or \\\"E-commerce\\\". The country would be India because it's an Indian startup. For the fact, I should check if they have any notable achievements. I think they raised funding rounds, maybe Series A or B. Let me recall... Yes, they secured a significant investment. Was it $50 million? I think\"}, {\"model\": \"sarvam\", \"prompt_idx\": 1, \"score\": 5, \"judge\": \"unknown\", \"text\": \"<think>\\nOkay, let's tackle this query about Roposo. First, I need to recall what I know about Roposo. I remember it's an Indian company, probably in the e-commerce sector. The user wants three lines with specific sections: SECTOR, COUNTRY, and FACT.\\n\\nStarting with SECTOR. Roposo is an e-commerce platform, so the sector should be \\\"E-commerce\\\". That's straightforward. \\n\\nNext, COUNTRY. The company is based in India, so the country is India. No issues there.\\n\\nNow the FACT. I need a real fact in 15 words or less. I think Roposo was founded in 2019. Let me verify that. Yes, Roposo was launched in 2\"}, {\"model\": \"sarvam\", \"prompt_idx\": 2, \"score\": 5, \"judge\": \"unknown\", \"text\": \"<think>\\nOkay, let's tackle this query. The user wants to know what roposo.com sells or offers. They also need the sector, country, and a fact.\\n\\nFirst, I need to check if I know about roposo.com. I recall that Roopso is a company related to AI and computer vision. Let me verify that. Yes, Roopso provides AI-powered video analytics solutions. Their main focus is on video content analysis, which falls under the sector of AI or Computer Vision.\\n\\nNext, the country. The company is based in India. I think their headquarters are in Bangalore. So the country should be India.\\n\\nFor the fact, I need a concise statement. Maybe something like \\\"Offers AI-powered video analytics for automated content moderation and analysis.\\\" That's under\"}, {\"model\": \"claude\", \"prompt_idx\": 0, \"score\": 55, \"judge\": \"partial\", \"text\": \"SECTOR: Consumer\\nCOUNTRY: India\\nFACT: Live-commerce platform formerly social commerce; acquired by Glance/Inmobi; India social-shopping focus.\"}], \"models_attempted\": [\"groq\", \"gemini\", \"sarvam\"], \"model_breakdown\": {\"groq\": 100, \"claude\": 55, \"sarvam\": 5}, \"india_native_recall\": \"no\", \"agent_evaluation\": {\"test1_category_discoverability\": 15, \"test1_notes\": \"Not in live-commerce top 10 \\u2014 Bulbul, Trell, Amazon Live, Chingari, Moj surface instead\", \"test2_named_seo\": 80, \"test2_notes\": \"Position 4 for named query \\u2014 Business Standard/The Ken/YourStory articles rank ahead\", \"test3_claude_recall\": 90, \"test3_notes\": \"Multi-fact: founded 2014 by Bhangadia/Saxena/Shubhank; acquired by Glance/InMobi 2019; pivoted to creator-led live commerce 2021; Shop101/Glance Live integrated\", \"overall_score\": 56, \"method\": \"3-agent multi-perspective: WebSearch category + WebSearch named + Claude recall\"}}}"
}

{
  "id": 16,
  "company_id": 16,
  "scanned_at": "2026-05-01 17:59:55",
  "seo_score": 20,
  "seo_details": "{\"lighthouse_seo\": 50, \"wikipedia\": 0, \"news_velocity\": 0, \"subdomain_footprint\": 0}",
  "ai_score": null,
  "ai_judgement": "unknown",
  "ai_response": null,
  "ai_model": null,
  "raw": "{\"seo_parts\": {\"lighthouse_seo\": 50, \"wikipedia\": 0, \"news_velocity\": 0, \"subdomain_footprint\": 0}, \"ai\": null}"
}