{"ticker": {"uuid": "5f04017c-074f-4299-acd8-853c133f9771", "symbol": "603232", "name": "Koal Software Co., Ltd.", "exchange": "SHH", "country": "CN", "sector": "Technology", "industry": "Software - Infrastructure"}, "articles": [{"title": "BofA flags the 'Fab Five' software stocks poised to rally in the 2nd half of 2026", "summary": "", "url": "https://news.google.com/rss/articles/CBMifEFVX3lxTFBLZ0lTZGpRN2pvVEhlcUF5YjZTMks3ZlI2UzNTVFEwaVFLQXo0V2xSUkQzTTd4WDF1SWVPZkdqMnYxZlQwZ0FrcVBUQkwtSDlsQ29FanlWWXVqNHpFUndWMmZZdG5LZllTQ2FWOThybGpkSUdCVHRmdXZ5LTA?oc=5", "source_name": "AOL.com", "published_at": "2026-06-11T15:29:24+00:00", "published_display": "11 Jun 2026 15:29", "sentiment": "neutral", "sentiment_pct": 50, "event_type": "general", "event_label": "Market update", "event_confidence": 35, "tier": "direct", "tier_label": "Direct company coverage"}, {"title": "What We Learned About the AI Threat From Q1 Software Earnings", "summary": "", "url": "https://news.google.com/rss/articles/CBMikAFBVV95cUxNVUlzb0tETEh5WWZjNHpQbUZCLTJoZUJuYjQ1UXEtdEpwNk5kUFA4TUpMV2Rtc2loaS1mdmxiTUNsb3ctRi1NSkFzTXMxOVJsaXZQOG9ZQ0xSNjd1eVk4UEpFdVV2WUd0VkFqX080Qmh5WUZBd3pWSFVQcUpWMEFiS1Z4MkVOTThYUm93d0RTNHk?oc=5", "source_name": "Morningstar", "published_at": "2026-06-03T07:00:00+00:00", "published_display": "03 Jun 2026 07:00", "sentiment": "neutral", "sentiment_pct": 50, "event_type": "earnings", "event_label": "Earnings", "event_confidence": 53, "tier": "direct", "tier_label": "Direct company coverage"}, {"title": "These 4 Dirt Cheap Software Stocks Are Growing Fast and Wall Street Is Barely Watching", "summary": "", "url": "https://news.google.com/rss/articles/CBMiygFBVV95cUxOQ0M2V21Hbjc3T1JiUllpSXg1SjdkSmdMMnkxdzlUQkVRMGMzbkJKdmNwdjNUcjE4aXJ6dENuQ0l4bjlZOU5mdzBEbWhNbXhFc3lFTG00VEpTRjMxTVRqTWx2NkZSbFdIaHRtaDVOcDVGLS1QYjJiYmE1eTBsemZfOGV6WlEyNFhUbW05WHpaRnQ5WXdVVWdCNXY4SUtidmxkR1JnclFyRHNfNXRxOThNZU5BdFVVc3g1OGNBb1d2ektfd3FQUEJuZUZ3?oc=5", "source_name": "24/7 Wall St.", "published_at": "2026-05-13T07:00:00+00:00", "published_display": "13 May 2026 07:00", "sentiment": "neutral", "sentiment_pct": 50, "event_type": "general", "event_label": "Market update", "event_confidence": 35, "tier": "direct", "tier_label": "Direct company coverage"}, {"title": "Datadog and MongoDB lead AI software surge as Arm H\u2026", "summary": "", "url": "https://news.google.com/rss/articles/CBMigAFBVV95cUxPd1B0YUZ0eWlKQmJOV3laSlN6TXd6RUF3aFVFZG1TVjBBaGtrb1ZtSmVTRERDY2xyZnptMHFfMWNKT20teUlaNlE4Q1pmUWp2alhjeE9WOUZtNVRHWno3eVVWYXFlVzRmMVQ0WEsyQV91SDctdzJZVTRvcU5PWExCTg?oc=5", "source_name": "StartupHub.ai", "published_at": "2026-05-07T07:00:00+00:00", "published_display": "07 May 2026 07:00", "sentiment": "positive", "sentiment_pct": 66, "event_type": "general", "event_label": "Market update", "event_confidence": 35, "tier": "direct", "tier_label": "Direct company coverage"}, {"title": "Markets Brief: Top Semiconductor, Software Stock Picks with AI Back in Focus", "summary": "", "url": "https://news.google.com/rss/articles/CBMiqwFBVV95cUxOY3RSTVAzdU5NeUlnTWxTN01OZ1R4dFlsbkdfUmNHa0F6QWpjREk2NlIxWDNhdFBiT3FBejBzSG1UOUJnamk3dUsyNnN4ek9tM1R6YklMdXJRUGc0S0ZXMHdIWjA2VjRyN1k4RzN6ek9aMmF2WC1ObnYzNjNucm1sOE40Mld1cmozNWRoSjJXTTE0aWpBb0FSWjM1Um5kQWVxVWdvZUk0TG82T28?oc=5", "source_name": "Morningstar", "published_at": "2026-04-20T07:00:00+00:00", "published_display": "20 Apr 2026 07:00", "sentiment": "neutral", "sentiment_pct": 50, "event_type": "general", "event_label": "Market update", "event_confidence": 35, "tier": "direct", "tier_label": "Direct company coverage"}, {"title": "UiPath, Inc. (PATH) Faces Pressure Amid Weak Software Infrastructure Industry Momentum", "summary": "", "url": "https://news.google.com/rss/articles/CBMiswFBVV95cUxNbm94cXNRczVqclU0dGZ5dVVWaDFtUmZWYzZla1FkMHVLUWFKR00wX0pMNUt5WEd6S09rUzdHTEdZYU13ZXdZR21BRmk4QkozY1ZrdUpMY2pvTnBUd0xXcHBqbXFuWXBPOEUtZkdNODN4WkVJUmhWWWhVeWVsR0VhZ1JjTy14QnJKblFYNHF1XzdOQmZBT1pBZU1TNDJmVUlFaGtkOUVjczZ0eEZzSTFnNjJKZw?oc=5", "source_name": "Finviz", "published_at": "2026-03-10T07:00:00+00:00", "published_display": "10 Mar 2026 07:00", "sentiment": "negative", "sentiment_pct": 34, "event_type": "general", "event_label": "Market update", "event_confidence": 35, "tier": "direct", "tier_label": "Direct company coverage"}, {"title": "IBM Q4 earnings preview: Software, infrastructure growth and free cash flow in focus", "summary": "", "url": "https://news.google.com/rss/articles/CBMivAFBVV95cUxNSjZnbU5fZVNKUFp2ZFJLQnFaY1pTd2VuWE83WGx6cEZlQU1FLVBFM0ZKQnhFcnJLUi1OTWVQXzR3ZnMxS1ZnMlc5ZkdCZlU0SXNKMVlfbElxRS1vOUdnZUphQjVKeG9KMk94a3JmZDN1akdTWDZObEVKcWJsU2hsdjVlTzJVNml0R1hHRVhYRGxVN2RxOXdiRDFNOHY5d3lpbWJuSGJnQmJqUmNEdkZrM3VVekVWRWdRa2luUA?oc=5", "source_name": "Seeking Alpha", "published_at": "2026-01-27T08:00:00+00:00", "published_display": "27 Jan 2026 08:00", "sentiment": "positive", "sentiment_pct": 66, "event_type": "earnings", "event_label": "Earnings", "event_confidence": 53, "tier": "direct", "tier_label": "Direct company coverage"}], "by_tier": {"direct": [{"title": "BofA flags the 'Fab Five' software stocks poised to rally in the 2nd half of 2026", "summary": "", "url": "https://news.google.com/rss/articles/CBMifEFVX3lxTFBLZ0lTZGpRN2pvVEhlcUF5YjZTMks3ZlI2UzNTVFEwaVFLQXo0V2xSUkQzTTd4WDF1SWVPZkdqMnYxZlQwZ0FrcVBUQkwtSDlsQ29FanlWWXVqNHpFUndWMmZZdG5LZllTQ2FWOThybGpkSUdCVHRmdXZ5LTA?oc=5", "source_name": "AOL.com", "published_at": "2026-06-11T15:29:24+00:00", "published_display": "11 Jun 2026 15:29", "sentiment": "neutral", "sentiment_pct": 50, "event_type": "general", "event_label": "Market update", "event_confidence": 35, "tier": "direct", "tier_label": "Direct company coverage"}, {"title": "What We Learned About the AI Threat From Q1 Software Earnings", "summary": "", "url": "https://news.google.com/rss/articles/CBMikAFBVV95cUxNVUlzb0tETEh5WWZjNHpQbUZCLTJoZUJuYjQ1UXEtdEpwNk5kUFA4TUpMV2Rtc2loaS1mdmxiTUNsb3ctRi1NSkFzTXMxOVJsaXZQOG9ZQ0xSNjd1eVk4UEpFdVV2WUd0VkFqX080Qmh5WUZBd3pWSFVQcUpWMEFiS1Z4MkVOTThYUm93d0RTNHk?oc=5", "source_name": "Morningstar", "published_at": "2026-06-03T07:00:00+00:00", "published_display": "03 Jun 2026 07:00", "sentiment": "neutral", "sentiment_pct": 50, "event_type": "earnings", "event_label": "Earnings", "event_confidence": 53, "tier": "direct", "tier_label": "Direct company coverage"}, {"title": "These 4 Dirt Cheap Software Stocks Are Growing Fast and Wall Street Is Barely Watching", "summary": "", "url": "https://news.google.com/rss/articles/CBMiygFBVV95cUxOQ0M2V21Hbjc3T1JiUllpSXg1SjdkSmdMMnkxdzlUQkVRMGMzbkJKdmNwdjNUcjE4aXJ6dENuQ0l4bjlZOU5mdzBEbWhNbXhFc3lFTG00VEpTRjMxTVRqTWx2NkZSbFdIaHRtaDVOcDVGLS1QYjJiYmE1eTBsemZfOGV6WlEyNFhUbW05WHpaRnQ5WXdVVWdCNXY4SUtidmxkR1JnclFyRHNfNXRxOThNZU5BdFVVc3g1OGNBb1d2ektfd3FQUEJuZUZ3?oc=5", "source_name": "24/7 Wall St.", "published_at": "2026-05-13T07:00:00+00:00", "published_display": "13 May 2026 07:00", "sentiment": "neutral", "sentiment_pct": 50, "event_type": "general", "event_label": "Market update", "event_confidence": 35, "tier": "direct", "tier_label": "Direct company coverage"}, {"title": "Datadog and MongoDB lead AI software surge as Arm H\u2026", "summary": "", "url": "https://news.google.com/rss/articles/CBMigAFBVV95cUxPd1B0YUZ0eWlKQmJOV3laSlN6TXd6RUF3aFVFZG1TVjBBaGtrb1ZtSmVTRERDY2xyZnptMHFfMWNKT20teUlaNlE4Q1pmUWp2alhjeE9WOUZtNVRHWno3eVVWYXFlVzRmMVQ0WEsyQV91SDctdzJZVTRvcU5PWExCTg?oc=5", "source_name": "StartupHub.ai", "published_at": "2026-05-07T07:00:00+00:00", "published_display": "07 May 2026 07:00", "sentiment": "positive", "sentiment_pct": 66, "event_type": "general", "event_label": "Market update", "event_confidence": 35, "tier": "direct", "tier_label": "Direct company coverage"}, {"title": "Markets Brief: Top Semiconductor, Software Stock Picks with AI Back in Focus", "summary": "", "url": "https://news.google.com/rss/articles/CBMiqwFBVV95cUxOY3RSTVAzdU5NeUlnTWxTN01OZ1R4dFlsbkdfUmNHa0F6QWpjREk2NlIxWDNhdFBiT3FBejBzSG1UOUJnamk3dUsyNnN4ek9tM1R6YklMdXJRUGc0S0ZXMHdIWjA2VjRyN1k4RzN6ek9aMmF2WC1ObnYzNjNucm1sOE40Mld1cmozNWRoSjJXTTE0aWpBb0FSWjM1Um5kQWVxVWdvZUk0TG82T28?oc=5", "source_name": "Morningstar", "published_at": "2026-04-20T07:00:00+00:00", "published_display": "20 Apr 2026 07:00", "sentiment": "neutral", "sentiment_pct": 50, "event_type": "general", "event_label": "Market update", "event_confidence": 35, "tier": "direct", "tier_label": "Direct company coverage"}, {"title": "UiPath, Inc. (PATH) Faces Pressure Amid Weak Software Infrastructure Industry Momentum", "summary": "", "url": "https://news.google.com/rss/articles/CBMiswFBVV95cUxNbm94cXNRczVqclU0dGZ5dVVWaDFtUmZWYzZla1FkMHVLUWFKR00wX0pMNUt5WEd6S09rUzdHTEdZYU13ZXdZR21BRmk4QkozY1ZrdUpMY2pvTnBUd0xXcHBqbXFuWXBPOEUtZkdNODN4WkVJUmhWWWhVeWVsR0VhZ1JjTy14QnJKblFYNHF1XzdOQmZBT1pBZU1TNDJmVUlFaGtkOUVjczZ0eEZzSTFnNjJKZw?oc=5", "source_name": "Finviz", "published_at": "2026-03-10T07:00:00+00:00", "published_display": "10 Mar 2026 07:00", "sentiment": "negative", "sentiment_pct": 34, "event_type": "general", "event_label": "Market update", "event_confidence": 35, "tier": "direct", "tier_label": "Direct company coverage"}, {"title": "IBM Q4 earnings preview: Software, infrastructure growth and free cash flow in focus", "summary": "", "url": "https://news.google.com/rss/articles/CBMivAFBVV95cUxNSjZnbU5fZVNKUFp2ZFJLQnFaY1pTd2VuWE83WGx6cEZlQU1FLVBFM0ZKQnhFcnJLUi1OTWVQXzR3ZnMxS1ZnMlc5ZkdCZlU0SXNKMVlfbElxRS1vOUdnZUphQjVKeG9KMk94a3JmZDN1akdTWDZObEVKcWJsU2hsdjVlTzJVNml0R1hHRVhYRGxVN2RxOXdiRDFNOHY5d3lpbWJuSGJnQmJqUmNEdkZrM3VVekVWRWdRa2luUA?oc=5", "source_name": "Seeking Alpha", "published_at": "2026-01-27T08:00:00+00:00", "published_display": "27 Jan 2026 08:00", "sentiment": "positive", "sentiment_pct": 66, "event_type": "earnings", "event_label": "Earnings", "event_confidence": 53, "tier": "direct", "tier_label": "Direct company coverage"}], "industry": [], "sector": []}, "total_fetched": 54, "total_relevant": 7, "sentiment_summary": {"positive": 2, "negative": 1, "neutral": 4, "score": 53, "total": 7, "label": "Balanced news tone", "tone": "neutral"}, "classifier": {"primary_event": "general", "primary_label": "Market update", "confidence": 75, "events": [{"event": "general", "label": "Market update", "weight": 3.1, "count": 5}, {"event": "earnings", "label": "Earnings", "weight": 1.8, "count": 2}], "positive_events": 2, "negative_events": 1}, "market_context": {"has_market_context": true, "latest_close": 13.23, "latest_week": "2026-07-17", "one_week_move": -11.7, "four_week_move": -18.4, "twelve_week_move": -27.8, "trend_signal": "0", "trend_label": "Trend inactive", "trend_tone": "negative", "market_dynamics": -1.190141, "market_dynamics_buy_signal": false, "relative_strength": -29.63693, "fair_value_gap": -12.9, "fair_value_label": "Near fair-value range", "fair_value_tone": "neutral", "expectation_direction": "undecided", "expectation_probability": 54.0795, "reaction_label": "Price reacting lower", "reaction_tone": "negative", "market_sentence": "-11.7% over one week, -18.4% over four weeks, trend inactive, and near fair-value range."}, "interpretation": {"label": "Price moving ahead of tone", "tone": "negative", "classification": "price_leads_news", "summary": "Price is moving more forcefully than the current news tone suggests.", "confidence": 60, "badges": [], "opportunities": [], "risks": [], "event_label": "Market update", "sentiment_word": "balanced"}, "charts": {"sources": [{"label": "Morningstar", "count": 2}, {"label": "AOL.com", "count": 1}, {"label": "24/7 Wall St.", "count": 1}, {"label": "StartupHub.ai", "count": 1}, {"label": "Finviz", "count": 1}, {"label": "Seeking Alpha", "count": 1}], "tiers": [{"label": "Direct company coverage", "count": 7}, {"label": "Industry context", "count": 0}, {"label": "Sector context", "count": 0}], "events": [{"label": "Market update", "count": 5}, {"label": "Earnings", "count": 2}]}, "insights": [{"label": "Weighted tone", "value": "53/100", "tone": "neutral", "text": "Balanced news tone"}, {"label": "Market reaction", "value": "Price moving ahead of tone", "tone": "negative", "text": "Price is moving more forcefully than the current news tone suggests."}, {"label": "Primary event", "value": "Market update", "tone": "neutral", "text": "75/100 classification confidence."}, {"label": "Company focus", "value": "7", "tone": "positive", "text": "directly relevant articles"}, {"label": "Source quality", "value": "3", "tone": "positive", "text": "high-authority source matches"}, {"label": "Trend context", "value": "Trend inactive", "tone": "negative", "text": "-11.7% over one week, -18.4% over four weeks, trend inactive, and near fair-value range."}, {"label": "Latest direct headline", "value": "Neutral", "tone": "neutral", "text": "BofA flags the 'Fab Five' software stocks poised to rally in the 2nd half of 2026"}], "updated_at": "2026-07-22T03:50:22.097450+00:00", "disclaimer": "Educational market research only. Not financial, investment, trading, tax, or legal advice."}