LLM Report Payload

{
  "meta": {
    "week_start": "2026-03-30",
    "week_end": "2026-04-05",
    "market": "PL",
    "min_quality": 0.0,
    "include_related": true,
    "include_macro": true
  },
  "structured_context": {
    "bundle_mode": "LOCAL_STRONG",
    "warnings": [],
    "coverage": {
      "direct_events_count": 14,
      "related_airline_events_count": 3,
      "macro_context_events_count": 5,
      "direct_strong_evidence_count": 10,
      "related_strong_evidence_count": 2,
      "macro_strong_evidence_count": 1,
      "direct_ratio": 0.636,
      "macro_ratio": 0.227,
      "bundle_mode": "LOCAL_STRONG"
    },
    "signals": {
      "disruption_signal": true,
      "capacity_signal": true,
      "pricing_signal": true,
      "network_expansion_signal": true,
      "weather_signal": false,
      "geopolitics_signal": true,
      "tourist_demand_signal": false,
      "promotions_signal": false,
      "macro_pressure_signal": true
    },
    "active_llm_categories": [
      "aviation_news",
      "delays_cancellations",
      "geopolitics",
      "capacity_network_changes",
      "pricing_fares"
    ],
    "macro_context_strength": "medium",
    "macro_categories_active": [
      "capacity_network_changes",
      "geopolitics"
    ],
    "macro_findings": [
      "Geopolitical disruption was active this week.",
      "Macro aviation pressure was active this week.",
      "Fuel-cost and pricing pressure signals were active in the selected week."
    ],
    "macro_caveats": []
  },
  "event_clusters": [
    {
      "cluster_id": "d8adc01cde94",
      "llm_category": "capacity_network_changes",
      "market_relation": "direct",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "medium",
      "representative_title": "Szczecin: Ruszyły rejsy Wizz Air do Bergen (zdjęcia)",
      "representative_source": "Rynek Lotniczy",
      "top_sources": [
        [
          "Rynek Lotniczy",
          1
        ]
      ],
      "priority_score": 7.5
    },
    {
      "cluster_id": "57ace0e0e86f",
      "llm_category": "capacity_network_changes",
      "market_relation": "direct",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "medium",
      "representative_title": "Lublin: Powrót lotów do Holandii (zdjęcia)",
      "representative_source": "Rynek Lotniczy",
      "top_sources": [
        [
          "Rynek Lotniczy",
          1
        ]
      ],
      "priority_score": 7.5
    },
    {
      "cluster_id": "c61f866cfbb3",
      "llm_category": "capacity_network_changes",
      "market_relation": "direct",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "medium",
      "representative_title": "PLL LOT startują z nową letnią siatką. Więcej tras z lotnisk regionalnych",
      "representative_source": "Rynek Lotniczy",
      "top_sources": [
        [
          "Rynek Lotniczy",
          1
        ]
      ],
      "priority_score": 7.5
    },
    {
      "cluster_id": "5db8283efe7e",
      "llm_category": "aviation_news",
      "market_relation": "direct",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "low",
      "representative_title": "LOT. Kontakt telefoniczny przez WhatsApp?",
      "representative_source": "Rynek Lotniczy",
      "top_sources": [
        [
          "Rynek Lotniczy",
          1
        ]
      ],
      "priority_score": 6.5
    },
    {
      "cluster_id": "17f63a620756",
      "llm_category": "aviation_news",
      "market_relation": "direct",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "low",
      "representative_title": "Air France-KLM: Latem 154 rejsów tygodniowo do pięciu miast Polski",
      "representative_source": "Rynek Lotniczy",
      "top_sources": [
        [
          "Rynek Lotniczy",
          1
        ]
      ],
      "priority_score": 6.5
    },
    {
      "cluster_id": "70d8c7468ff6",
      "llm_category": "aviation_news",
      "market_relation": "direct",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "low",
      "representative_title": "Kraków: Ryanair zainaugurował rejsy do Budapesztu",
      "representative_source": "Rynek Lotniczy",
      "top_sources": [
        [
          "Rynek Lotniczy",
          1
        ]
      ],
      "priority_score": 6.5
    },
    {
      "cluster_id": "ea01e15d296f",
      "llm_category": "aviation_news",
      "market_relation": "direct",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "low",
      "representative_title": "Katowice: Ryanair zainaugurował trasę do Malagi",
      "representative_source": "Rynek Lotniczy",
      "top_sources": [
        [
          "Rynek Lotniczy",
          1
        ]
      ],
      "priority_score": 6.5
    },
    {
      "cluster_id": "ea7f711acf91",
      "llm_category": "aviation_news",
      "market_relation": "direct",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "low",
      "representative_title": "Wrocław: Ryanair wystartował z lotami do Rimini",
      "representative_source": "Rynek Lotniczy",
      "top_sources": [
        [
          "Rynek Lotniczy",
          1
        ]
      ],
      "priority_score": 6.5
    },
    {
      "cluster_id": "9cda1eb53676",
      "llm_category": "aviation_news",
      "market_relation": "direct",
      "articles_count": 2,
      "sources_count": 2,
      "cluster_strength": "medium",
      "impact_level": "low",
      "representative_title": "airBaltic powróciły do Warszawy z lotami do Rygi",
      "representative_source": "Rynek Lotniczy",
      "top_sources": [
        [
          "Rynek Lotniczy",
          1
        ],
        [
          "Pasazer",
          1
        ]
      ],
      "priority_score": 6.5
    },
    {
      "cluster_id": "1527126928fa",
      "llm_category": "delays_cancellations",
      "market_relation": "direct",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "high",
      "representative_title": "Wizz Air odwołuje jeszcze więcej lotów z Polski na wakacyjną wyspę. W innych krajach też duże cięcia",
      "representative_source": "Fly4free News",
      "top_sources": [
        [
          "Fly4free News",
          1
        ]
      ],
      "priority_score": 6.4
    },
    {
      "cluster_id": "8ca56b037029",
      "llm_category": "capacity_network_changes",
      "market_relation": "direct",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "medium",
      "representative_title": "SWISS zainaugurował loty z Poznania do Zurychu",
      "representative_source": "Pasazer",
      "top_sources": [
        [
          "Pasazer",
          1
        ]
      ],
      "priority_score": 5.7
    },
    {
      "cluster_id": "7e4b47620c3c",
      "llm_category": "pricing_fares",
      "market_relation": "direct",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "low",
      "representative_title": "Nie wszędzie jest drożej! Porównaliśmy ceny na wakacyjnych trasach i niektóre mocno potaniały!",
      "representative_source": "Fly4free News",
      "top_sources": [
        [
          "Fly4free News",
          1
        ]
      ],
      "priority_score": 5.2
    },
    {
      "cluster_id": "b093f35368cb",
      "llm_category": "aviation_news",
      "market_relation": "direct",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "low",
      "representative_title": "Na nowych trasach LOT był skazywany na pożarcie, ale bilety sprzedają się bardzo dobrze. Takiego zwrotu się nie spodziewali",
      "representative_source": "Fly4free News",
      "top_sources": [
        [
          "Fly4free News",
          1
        ]
      ],
      "priority_score": 4.2
    },
    {
      "cluster_id": "75858c6afdd8",
      "llm_category": "capacity_network_changes",
      "market_relation": "related",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "medium",
      "representative_title": "Modlin: Ruszyły cztery nowe połączenia Ryanair",
      "representative_source": "Rynek Lotniczy",
      "top_sources": [
        [
          "Rynek Lotniczy",
          1
        ]
      ],
      "priority_score": 6.0
    },
    {
      "cluster_id": "c309ead01e3c",
      "llm_category": "aviation_news",
      "market_relation": "related",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "medium",
      "representative_title": "Five aviation rivalries that define competition in the modern era",
      "representative_source": "AeroTime Airlines",
      "top_sources": [
        [
          "AeroTime Airlines",
          1
        ]
      ],
      "priority_score": 6.0
    }
  ],
  "evidence_articles": [
    {
      "cluster_id": "d8adc01cde94",
      "event_id": 21,
      "llm_category": "capacity_network_changes",
      "market_relation": "direct",
      "title": "Szczecin: Ruszyły rejsy Wizz Air do Bergen (zdjęcia)",
      "source": "Rynek Lotniczy",
      "date": "2026-03-31",
      "content_source": "rss_full_content",
      "quality": 1.0,
      "priority_score": 7.5,
      "excerpt": "W poniedziałek 30 marca linie lotnicze Wizz Air zainaugurowały połączenie pomiędzy Szczecinem a drugim co do wielkości miastem Norwegii – Bergen. Szczecin: Ruszyły rejsy Wizz Air do Bergen (zdjęcia)",
      "url": "https://www.rynek-lotniczy.pl/wiadomosci/linia-wizzair-zainaugurowala-loty-na-trasie-szczecin--bergen-27214.html"
    },
    {
      "cluster_id": "57ace0e0e86f",
      "event_id": 22,
      "llm_category": "capacity_network_changes",
      "market_relation": "direct",
      "title": "Lublin: Powrót lotów do Holandii (zdjęcia)",
      "source": "Rynek Lotniczy",
      "date": "2026-03-31",
      "content_source": "rss_full_content",
      "quality": 1.0,
      "priority_score": 7.5,
      "excerpt": "Do Portu Lotniczego Lublin wróciły loty do Niderlandów. 30 marca uruchomione zostało nowe, całoroczne połączenie lotnicze do Maastricht, obsługiwane przez przewoźnika Wizz Air. To doskonała wiadomość zarówno dla pracujących za granicą i ich rodzin, dla osób podróżujących służbowo, jak i turystów. Lublin: Powrót lotów do Holandii (zdjęcia)",
      "url": "https://www.rynek-lotniczy.pl/wiadomosci/z-lubelskiego-lotniska-do-holandii-27213.html"
    },
    {
      "cluster_id": "c61f866cfbb3",
      "event_id": 29,
      "llm_category": "capacity_network_changes",
      "market_relation": "direct",
      "title": "PLL LOT startują z nową letnią siatką. Więcej tras z lotnisk regionalnych",
      "source": "Rynek Lotniczy",
      "date": "2026-03-30",
      "content_source": "rss_full_content",
      "quality": 1.0,
      "priority_score": 7.5,
      "excerpt": "Wraz z rozpoczęciem realizacji rejsów w ramach letniej siatki połączeń, Polskie Linie Lotnicze LOT otworzyły swoim pasażerom szeroki wachlarz podróżniczych możliwości. W sezonie S26 narodowy przewoźnik nie tylko wystartuje z nowymi połączeniami, ale także przywróci dobrze już znane i lubiane kierunki sezonowe. Tym samym pasażerowie będą mogli zaplanować z PLL LOT swój długo odkładany urlop, rodzinne wakacje czy wymarzoną wycieczkę. PLL LOT startują z nową letnią siatką. Więcej tras z lotnisk regionalnych",
      "url": "https://www.rynek-lotniczy.pl/wiadomosci/pll-lot-startuja-z-nowa-letnia-siatka-wiecej-tras-z-lotnisk-regionalnych-27206.html"
    },
    {
      "cluster_id": "5db8283efe7e",
      "event_id": 548,
      "llm_category": "aviation_news",
      "market_relation": "direct",
      "title": "LOT. Kontakt telefoniczny przez WhatsApp?",
      "source": "Rynek Lotniczy",
      "date": "2026-03-31",
      "content_source": "rss_full_content",
      "quality": 1.0,
      "priority_score": 6.5,
      "excerpt": "Zamknięcie Skype’a utrudniło niskokosztowe połączenia głosowe z m.in. liniami lotniczymi na całym świecie. Jest szansa, że wkrótce kontakt telefoniczny będzie dostępny dla pasażerów Polskich Linii Lotniczych LOT poprzez komunikator WhatsApp. LOT. Kontakt telefoniczny przez WhatsApp?",
      "url": "https://www.rynek-lotniczy.pl/wiadomosci/lot-kontakt-telefoniczny-przez-whatsapp-27216.html"
    },
    {
      "cluster_id": "17f63a620756",
      "event_id": 23,
      "llm_category": "aviation_news",
      "market_relation": "direct",
      "title": "Air France-KLM: Latem 154 rejsów tygodniowo do pięciu miast Polski",
      "source": "Rynek Lotniczy",
      "date": "2026-03-31",
      "content_source": "rss_full_content",
      "quality": 1.0,
      "priority_score": 6.5,
      "excerpt": "Grupa Air France KLM ogłosiła swoje plany na tegoroczny, letni sezon lotów, który rozpoczął się 29 marca i będzie obowiązywał do 25 października 2026 r. Oferta Air France obejmie blisko 170 kierunków w 73 krajach, natomiast KLM zaplanował 164 destynacje, w tym 96 miast w Europie oraz 68 tras międzykontynentalnych.Narodowe linie Francji oraz Holandii zaoferują łącznie aż 154 bezpośrednie połączenia tygodniowo do Amsterdamu i Paryża z pięciu miast Polski. Air France-KLM: Latem 154 rejsów tygodniowo do pięciu miast Polski",
      "url": "https://www.rynek-lotniczy.pl/wiadomosci/air-franceklm-latem-154-rejsow-tygodniowo-do-pieciu-miast-polski-27202.html"
    },
    {
      "cluster_id": "70d8c7468ff6",
      "event_id": 28,
      "llm_category": "aviation_news",
      "market_relation": "direct",
      "title": "Kraków: Ryanair zainaugurował rejsy do Budapesztu",
      "source": "Rynek Lotniczy",
      "date": "2026-03-30",
      "content_source": "rss_full_content",
      "quality": 1.0,
      "priority_score": 6.5,
      "excerpt": "Linie lotnicze Ryanair zainaugurowały w niedzielę 29 marca rejsy z Krakowa do Budapesztu. Kraków: Ryanair zainaugurował rejsy do Budapesztu",
      "url": "https://www.rynek-lotniczy.pl/wiadomosci/krakow-ryanair-zainaugurowal-nowe-dwie-trasy-27207.html"
    },
    {
      "cluster_id": "ea01e15d296f",
      "event_id": 30,
      "llm_category": "aviation_news",
      "market_relation": "direct",
      "title": "Katowice: Ryanair zainaugurował trasę do Malagi",
      "source": "Rynek Lotniczy",
      "date": "2026-03-30",
      "content_source": "rss_full_content",
      "quality": 1.0,
      "priority_score": 6.5,
      "excerpt": "Linie lotnicze Ryanair, zainaugurowały nową trasę z Katowic do Malagi, bramy prowadzącej do słynnego hiszpańskiego wybrzeża Costa del Sol. Katowice: Ryanair zainaugurował trasę do Malagi",
      "url": "https://www.rynek-lotniczy.pl/wiadomosci/katowice-ryanair-zainaugurowal-trase-do-malagi-27204.html"
    },
    {
      "cluster_id": "ea7f711acf91",
      "event_id": 31,
      "llm_category": "aviation_news",
      "market_relation": "direct",
      "title": "Wrocław: Ryanair wystartował z lotami do Rimini",
      "source": "Rynek Lotniczy",
      "date": "2026-03-30",
      "content_source": "rss_full_content",
      "quality": 1.0,
      "priority_score": 6.5,
      "excerpt": "Linie lotnicze Ryanair zainaugurowały rejsy z Wrocławia do Rimini nad włoskim wybrzeżem Adriatyku. Lot inauguracyjny odbył się w niedzielę 29 marca. Teraz turyści z Wrocławia mają do dyspozycji jeden z najbardziej charakterystycznych regionów nadmorskich Włoch. Wrocław: Ryanair wystartował z lotami do Rimini",
      "url": "https://www.rynek-lotniczy.pl/wiadomosci/wroclaw-ryanair-zainaugurowal-loty-do-rimini--27203.html"
    },
    {
      "cluster_id": "9cda1eb53676",
      "event_id": 32,
      "llm_category": "aviation_news",
      "market_relation": "direct",
      "title": "airBaltic powróciły do Warszawy z lotami do Rygi",
      "source": "Rynek Lotniczy",
      "date": "2026-03-30",
      "content_source": "rss_full_content",
      "quality": 1.0,
      "priority_score": 6.5,
      "excerpt": "Łotewskie linie airBaltic uruchomiły dziś (30 marca) bezpośrednie połączenia między Warszawą a Rygą. To powrót przewoźnika na Lotnisko Chopina po prawie 6 latach i wzmocnienie łączności między Polską a krajami bałtyckimi. airBaltic powróciły do Warszawy z lotami do Rygi",
      "url": "https://www.rynek-lotniczy.pl/wiadomosci/airbaltic-powrocily-do-warszawy-z-lotami-do-rygi-27201.html"
    },
    {
      "cluster_id": "7e4b47620c3c",
      "event_id": 71,
      "llm_category": "pricing_fares",
      "market_relation": "direct",
      "title": "Nie wszędzie jest drożej! Porównaliśmy ceny na wakacyjnych trasach i niektóre mocno potaniały!",
      "source": "Fly4free News",
      "date": "2026-03-30",
      "content_source": "rss_description",
      "quality": 0.6,
      "priority_score": 5.2,
      "excerpt": "Kryzys na Bliskim Wschodzie mocno uderzył w ceny biletów, zwłaszcza na trasach z Europy do Azji. Tymczasem w Polsce wciąż nie obserwujemy drastycznych podwyżek cen. Mało tego, linie starają się intensywnie ratować popyt, organizując liczne promocje na bilety lub usługi gwarantujące stabilność cen. Ale ten trend nie potrwa długo - jeśli pesymistyczny scenariusz się spełni, to może być ostatni moment na upolowanie biletów na wakacje w rozsądnych cenach.",
      "url": "https://www.fly4free.pl/ceny-biletow-na-wakacje/"
    },
    {
      "cluster_id": "75858c6afdd8",
      "event_id": 26,
      "llm_category": "capacity_network_changes",
      "market_relation": "related",
      "title": "Modlin: Ruszyły cztery nowe połączenia Ryanair",
      "source": "Rynek Lotniczy",
      "date": "2026-03-30",
      "content_source": "rss_full_content",
      "quality": 1.0,
      "priority_score": 6.0,
      "excerpt": "Linie lotnicze Ryanair zainaugurowały cztery nowe trasy z lotniska Warszawa-Modlin. Podróżni polecieli po raz pierwszy do Bratysławy, Alghero, Malmö i Lamezii Terme. Modlin: Ruszyły cztery nowe połączenia Ryanair",
      "url": "https://www.rynek-lotniczy.pl/wiadomosci/modlin-ruszyly-cztery-nowe-polaczenia-ryanair-27205.html"
    },
    {
      "cluster_id": "c309ead01e3c",
      "event_id": 317,
      "llm_category": "aviation_news",
      "market_relation": "related",
      "title": "Five aviation rivalries that define competition in the modern era",
      "source": "AeroTime Airlines",
      "date": "2026-03-30",
      "content_source": "rss_full_content",
      "quality": 1.0,
      "priority_score": 6.0,
      "excerpt": "Although aviation happens to be one of the most welcoming industries with collaborations, an integral part of what drives innovation forward, it is also extremely competitive. Always looking for the upper hand, many of aviation’s biggest companies are looking to find ways to do things quicker, cheaper and more efficiently. And with survival sometimes positioned on a knife edge, it is perhaps no surprise that on occasions grievances that may be best kept behind closed doors, find their way into the public arena. AeroTime looks at some of the more widely known spats and industry rivalries. Airbus vs Boeing – the duopoly Perhaps the most legendary rivalry in modern aviation, Boeing and Airbus , have both cemented their place as the big beasts of the sector. While Boeing once outstripped its competitor Airbus, the roles have somewhat reversed over recent years with Europe claiming the mantle as the world’s most productive aircraft manufacturer. In 2025, a landmark moment was achieved as Airbus’ A320 family aircraft overtook Boeing’s 737 as the most delivered jet in history . NYC Russ / Shutterstock Forever vying for aircraft orders and always looking to get ahead with new innovations a",
      "url": "https://www.aerotime.aero/articles/aviation-rivalries-competition-modern-era"
    }
  ],
  "macro_context_events": [
    {
      "id": 196,
      "title": "Qatar Airways 51 Confirmed Flights For March 31, 2026 & 93 Destinations Until April 15",
      "source": "LoyaltyLobby",
      "date": "2026-03-31",
      "published_at": "2026-03-31T01:52:49+00:00",
      "content_source": "rss_full_content",
      "quality": 1.0,
      "primary_market": "EU",
      "event_type": "management_corporate",
      "impact_level": "medium",
      "evidence_text": "Qatar Airways grounded most of its flights four weeks ago, operating only about 15 departing flights daily from Doha and some point-to-point services between Europe and Asia to move stranded passengers. The airline significantly increased its flight activity from Wednesday (March 18), and will operate roughly 51 departing passenger flights ex-Doha today (March 31, 2026). You can access Qatar Airways here . Qatar Airways Tag Flights: Qatar Airways has now started to “extend” some of the flights to serve more destinations, and these are the tag flights for today. Saigon (SGN) Via Hanoi (HAN) Kuala Lumpur (KUL) Via Denpasar (DPS) Qatar’s Passenger departures ex-Doha: March 18: 60 flights March 19: 50 flights March 20: 43 flights March 21: 42 flights March 22: 40 flights March 23: 39 flights March 24: 39 flights March 25: 39 flights March 26: 40 flights March 27: 38 flights March 28: 41 flights March 29: 50 flights March 30: 60 flights March 31: 51 flights Qatar CEO’s Tier Extension Promise: Qatar Airways Clarifies Privilege Club Tier Extensions & Qualification Requirements For February 28 – May 31, 2026 (3rd Update) Qatar Airways Privilege Club Tier Extension & Renewal Policy Update March 27, 2026 Qatar Airways Extends March Expiring Privilege Club Tiers By 3 Months Qatar Airways CEO’s Message To Privilege Club Members (Tier Extension) Qatar has extended its flexible rebooking and refund policies for flights until June 15, 2026: Qatar Airways Quietly Extends Flexible Rebooking &",
      "url": "https://loyaltylobby.com/2026/03/30/qatar-airways-51-confirmed-flights-for-march-31-2026-93-destinations-until-april-15/?omhide=true",
      "strong_evidence": true,
      "entities_airlines": [],
      "priority_score": 5.3,
      "context_type": "macro",
      "content_text": "Qatar Airways grounded most of its flights four weeks ago, operating only about 15 departing flights daily from Doha and some point-to-point services between Europe and Asia to move stranded passengers. The airline significantly increased its flight activity from Wednesday (March 18), and will operate roughly 51 departing passenger flights ex-Doha today (March 31, 2026). You can access Qatar Airways here . Qatar Airways Tag Flights: Qatar Airways has now started to “extend” some of the flights to serve more destinations, and these are the tag flights for today. Saigon (SGN) Via Hanoi (HAN) Kuala Lumpur (KUL) Via Denpasar (DPS) Qatar’s Passenger departures ex-Doha: March 18: 60 flights March 19: 50 flights March 20: 43 flights March 21: 42 flights March 22: 40 flights March 23: 39 flights March 24: 39 flights March 25: 39 flights March 26: 40 flights March 27: 38 flights March 28: 41 flights March 29: 50 flights March 30: 60 flights March 31: 51 flights Qatar CEO’s Tier Extension Promise: Qatar Airways Clarifies Privilege Club Tier Extensions & Qualification Requirements For February 28 – May 31, 2026 (3rd Update) Qatar Airways Privilege Club Tier Extension & Renewal Policy Update March 27, 2026 Qatar Airways Extends March Expiring Privilege Club Tiers By 3 Months Qatar Airways CEO’s Message To Privilege Club Members (Tier Extension) Qatar has extended its flexible rebooking and refund policies for flights until June 15, 2026: Qatar Airways Quietly Extends Flexible Rebooking & Refund Policy For Flights Until June 15, 2026 Qatar’s Update Scheduled Destinations Until April 15, 2026: Qatar Airways Expands Service To 33 Additional Destinations Through April 15, 2025 Africa Abuja (ABV) Addis Ababa (ADD) Algiers (ALG) Cairo (CAI) Cape Town (CPT) – NEW Casablanca (CMN) Dar Es Salaam (DAR) – NEW Durban (DUR) – NEW Entebbe (EBB) Harare (HRE) – NEW Johannesburg (JNB) Kilimanjaro (JRO) – NEW Lagos (LOS) Lusaka (LUN) – NEW Maputo (MPM) – NEW Nairobi (NBO) Tunis (TUN) The Americas Chicago (ORD) – NEW Dallas (DFW) – NEW Miami (MIA) Montreal (YUL) – NEW New York (JFK) São Paulo (GRU) Toronto (YYZ) Washington, DC (IAD) Asia Ahmedabad (AMD) – NEW Amritsar (ATQ) – NEW Bangkok (BKK) Beijing (PKX) Bengaluru (BLR) Chennai (MAA) Clark, Philippines (CRK) – NEW Colombo (CMB) Delhi (DEL) Denpasar / Bali (DPS) Dhaka (DAC) Guangzhou (CAN) Hanoi (HAN) Ho Chi Minh City (SGN) Hong Kong (HKG) Hyderabad (HYD) Islamabad (ISB) Jakarta (CGK) Karachi (KHI) Kathmandu (KTM) Kochi (COK) Kolkata (CCU) Kuala Lumpur (KUL) Lahore (LHE) Male (MLE) Manila (MNL) Multan (MUX) – NEW Mumbai (BOM) – NEW Penang (PEN) – NEW Peshawar (PEW) – NEW Phnom Penh (KTI) – NEW Phuket (HKT) Seoul (ICN) – NEW Shanghai (PVG) Sialkot (SKT) – NEW Singapore (SIN) Thiruvananthapuram (TRV) Tokyo (NRT) – NEW Europe Amsterdam (AMS) Athens (ATH) Barcelona (BCN) Berlin (BER) Birmingham (BHX) – NEW Bucharest (OTP) Copenhagen (CPH) – NEW Dublin (DUB) – NEW Edinburgh (EDI) – NEW Frankfurt (FRA) Istanbul (IST) Larnaca (LCA) London (LHR) Madrid (MAD) Manchester (MAN) Milan (MXP) Moscow (SVO) – NEW Munich (MUC) – NEW Paris (CDG) Rome (FCO) Warsaw (WAW) – NEW Zurich (ZRH) – NEW The Middle East Dammam (DAM) Jeddah (JED) Muscat (MCT) Riyadh (RUH) Salalah (SLL) Pacific Melbourne (MEL) Perth (PER) Sydney (SYD) – NEW Flights departing from Doha (DOH) on March 31: Note that this information was collected at 4 AM Doha time on March 31, and is subject to change. Flight Destination Date Time Status QR928 Manila – MNL 31 March 2026 08:05 Scheduled QR1190 Jeddah – JED 31 March 2026 08:15 Scheduled QR1303 Cairo – CAI 31 March 2026 08:20 Scheduled QR660 Colombo – CMB 31 March 2026 08:30 Scheduled QR1170 Riyadh – RUH 31 March 2026 08:35 Scheduled QR1126 Muscat – MCT 31 March 2026 08:45 Scheduled QR826 Bangkok – BKK 31 March 2026 08:50 Scheduled QR984 Saigon (SGN) Via Hanoi (HAN) 31 March 2026 09:00 Scheduled QR604 Karachi – KHI 31 March 2026 09:00 Scheduled QR954 Jakarta – CGK 31 March 2026 09:05 Scheduled QR892 Beijing – PKX 31 March 2026 09:10 Scheduled QR640 Dhaka – DAC 31 March 2026 09:10 Scheduled QR1345 Nairobi – NBO 31 March 2026 09:15 Scheduled QR874 Guangzhou – CAN 31 March 2026 09:20 Scheduled QR556 Mumbai – BOM 31 March 2026 09:35 Scheduled QR646 Kathmandu – KTM 31 March 2026 09:45 Scheduled QR570 Delhi – DEL 31 March 2026 09:55 Scheduled QR654 Colombo – CMB 31 March 2026 10:00 Scheduled QR960 Denpasar – DPS 31 March 2026 10:00 Scheduled QR852 Kuala Lumpur (KUL) Via Denpasar (DPS) 31 March 2026 10:05 Scheduled QR1377 Johannesburg – JNB 31 March 2026 10:20 Scheduled QR638 Dhaka – DAC 31 March 2026 10:30 Scheduled QR007 London – LHR 31 March 2026 10:35 Scheduled QR540 Kolkata – CCU 31 March 2026 10:40 Scheduled QR528 Chennai – MAA 31 March 2026 10:45 Scheduled QR516 Kochi – COK 31 March 2026 10:55 Scheduled QR572 Bangalore – BLR 31 March 2026 10:55 Scheduled QR632 Islamabad – ISB 31 March 2026 11:15 Scheduled QR1395 Casablanca – CMN 31 March 2026 13:15 Scheduled QR015 London – LHR 31 March 2026 13:25 Scheduled QR117 Milan – MXP 31 March 2026 13:50 Scheduled QR151 Madrid – MAD 31 March 2026 13:50 Scheduled QR071 Frankfurt – FRA 31 March 2026 14:00 Scheduled QR037 Paris – CDG 31 March 2026 14:35 Scheduled QR644 Kathmandu – KTM 31 March 2026 14:45 Scheduled QR1379 Algiers – ALG 31 March 2026 15:05 Scheduled QR1307 Cairo – CAI 31 March 2026 15:10 Scheduled QR1383 Entebbe – EBB 31 March 2026 15:15 Scheduled QR141 Barcelona – BCN 31 March 2026 15:15 Scheduled QR245 Istanbul – IST 31 March 2026 15:15 Scheduled QR500 Hyderabad – HYD 31 March 2026 15:20 Scheduled QR1186 Jeddah – JED 31 March 2026 15:25 Scheduled QR777 Miami – MIA 31 March 2026 15:30 Scheduled QR023 Manchester – MAN 31 March 2026 15:30 Scheduled QR111 London – LHR 31 March 2026 15:35 Scheduled QR578 Delhi – DEL 31 March 2026 15:40 Scheduled QR1399 Tunis – TUN 31 March 2026 15:45 Scheduled QR707 Washington, DC – IAD 31 March 2026 15:50 Scheduled QR620 Lahore – LHE 31 March 2026 15:55 Scheduled QR614 Islamabad – ISB 31 March 2026 16:00 Scheduled QR514 Kochi – COK 31 March 2026 16:00 Scheduled Qatar Airways Announcement: Gulf Air Travel Rebound per Flightradar24: Note that there are more flights in the FlightRadar24 data above, but it also includes likely freighter and fifth-freedom flights that are not captured by ex-Doha passenger departure numbers. Conclusion I am not sure what is going on with Qatar Airways, and if they really start increasing flights from tomorrow (April 1st), that would be the ideal time. The airline has now provided more clarity on the destinations it plans to serve through April 15 and has also offered modest, although inadequate, tier support for Privilege Club members. There is also a flexible rebooking and refund policy in place for flights until June 15. Per Flightradar24 data, Qatar Airways is at roughly 25% of its pre-Iran war capacity, while Emirates is around 65%%, and Etihad is around 45%. Let’s see how quickly Qatar Airways will increase flights to the additional 33 destinations it plans to serve through April 15. Source",
      "why_macro": "impact,quality,strong_evidence,priority",
      "llm_category": "capacity_network_changes"
    },
    {
      "id": 313,
      "title": "‘War crime’: Iran says US strike hit India-bound humanitarian aircraft at Mashhad Airport - The New Indian Express",
      "source": "Google News Airport Strikes",
      "date": "2026-03-31",
      "published_at": "2026-03-31T03:37:55+00:00",
      "content_source": "rss_description",
      "quality": 0.6,
      "primary_market": "GLOBAL",
      "event_type": "strike",
      "impact_level": "high",
      "evidence_text": "‘War crime’: Iran says US strike hit India-bound humanitarian aircraft at Mashhad Airport The New Indian Express",
      "url": "https://news.google.com/rss/articles/CBMi0wFBVV95cUxPblVIeUlVaEdVcUVPWE96TFZzZURhRk9JRzZxaEF5eml3RVRic0FQQUVDdVpVOWlHWl84YmliS1JVMEJPbG9FaVRGZE5NVXZYcXhWVm9TQkNsQUliLUl4ajVTWTBxaG9reUFySkFQcXVxZUVJd3JFN21pSnFxV0tvdkd4TlQ4NWpHQXJaVjBmTFFiejJINFRLakhFRjFkMExaS0M2bi1sRlJTQm1fY0NZaW9wcnRDcnY5RkVncm9pWHFuT1VkaVhXY19ySEZSQlo2azNF0gHgAUFVX3lxTE1qRzdfdG9iR2t2YTNOdS10MmI4Z25xWGtTdy1SSHh6Z0dGNmRJdnZYQWRzZTlDN0NBOWNGdG1vS0xiRG9iS29XcGdRcVUyTGZCcnkxZnVGQUZNdWFJSHBJTWVFOE5sMHYwa1I1aXFKWFNoR2NWMHNic1hTR2hFSXR4dHYzbWFZTHd0SlMwRjhiNDl4Q0NrcVYzTTJONDdrN3RQdHFaOTdRTlR4OS1vTzhfeTNhRk1DV2lTYzNEdE5hdGhzTENOVGcyWlZqVmpSNDEtT2gzOHRXVm9uSVNEWGFz?oc=5",
      "strong_evidence": false,
      "entities_airlines": [],
      "priority_score": 4.3,
      "context_type": "macro",
      "content_text": "‘War crime’: Iran says US strike hit India-bound humanitarian aircraft at Mashhad Airport The New Indian Express",
      "why_macro": "impact,quality,priority",
      "llm_category": "geopolitics"
    },
    {
      "id": 301,
      "title": "India-bound humanitarian aid aircraft hit in US strike at Mashhad airport, Iran terms it 'war crime' - India TV News",
      "source": "Google News Airport Strikes",
      "date": "2026-03-31",
      "published_at": "2026-03-31T01:12:27+00:00",
      "content_source": "rss_description",
      "quality": 0.6,
      "primary_market": "GLOBAL",
      "event_type": "strike",
      "impact_level": "high",
      "evidence_text": "India-bound humanitarian aid aircraft hit in US strike at Mashhad airport, Iran terms it 'war crime' India TV News",
      "url": "https://news.google.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?oc=5",
      "strong_evidence": false,
      "entities_airlines": [],
      "priority_score": 4.3,
      "context_type": "macro",
      "content_text": "India-bound humanitarian aid aircraft hit in US strike at Mashhad airport, Iran terms it 'war crime' India TV News",
      "why_macro": "impact,quality,priority",
      "llm_category": "geopolitics"
    },
    {
      "id": 295,
      "title": "‘War crime’: Iran alleges US strike targeted India-bound humanitarian aircraft at Mashhad International Airport - The Indian Express",
      "source": "Google News Airport Strikes",
      "date": "2026-03-30",
      "published_at": "2026-03-30T23:52:58+00:00",
      "content_source": "rss_description",
      "quality": 0.6,
      "primary_market": "GLOBAL",
      "event_type": "strike",
      "impact_level": "high",
      "evidence_text": "‘War crime’: Iran alleges US strike targeted India-bound humanitarian aircraft at Mashhad International Airport The Indian Express",
      "url": "https://news.google.com/rss/articles/CBMiwAFBVV95cUxONTlnLUF6bllMdjJSdHFnQld2d1FYUHEwRjV0aF82VjZOWTBIVklJTGFtZEI5SkNYMjR0WUxCbU1KcU1oZlk5elF1OUlaaEtVSnd4QkZrakVydEJTekg0cy14WXU4T3lCemtlaUpfa3lJdmlBSmZVblNaTi12aFFjdk5FQndtQ2Vyd2tSV1FCSW02MHJ1ZWtYeXNDNnVTcG9kMmJxRkVqc05FNFdaUEdoQkhWTGY0WW94U0MzRmUyeW3SAccBQVVfeXFMTWRodkdpVVktLXUxUmJoSnBQcXBFYmt1VGVQNVdWekZTMVA3bnFueDFRRmhuQXZ1SFJVUWhKeHVES1ZGdHFueUkyNmFWUW93NjNqNXFmbUlSbzJlN2psaEk3VnVVUnRDZUxhbXZxWnBVaTJyVlB4ZnZmQmFLOW9EdVpXQ1hJR1NEbTF2NnpPRHFDelFNVHpDUEYyNndEOEhjTkZJSFVnZG8zQVcwWlRRdG1ZYS1VR18tRUdoS1d5SlJVblVBZW5tRQ?oc=5",
      "strong_evidence": false,
      "entities_airlines": [],
      "priority_score": 4.3,
      "context_type": "macro",
      "content_text": "‘War crime’: Iran alleges US strike targeted India-bound humanitarian aircraft at Mashhad International Airport The Indian Express",
      "why_macro": "impact,quality,priority",
      "llm_category": "geopolitics"
    },
    {
      "id": 311,
      "title": "US strike hits India-bound aircraft at Mashhad airport, Iran calls it war crime - indiatoday.in",
      "source": "Google News Airport Strikes",
      "date": "2026-03-30",
      "published_at": "2026-03-30T18:01:01+00:00",
      "content_source": "rss_description",
      "quality": 0.6,
      "primary_market": "GLOBAL",
      "event_type": "strike",
      "impact_level": "high",
      "evidence_text": "US strike hits India-bound aircraft at Mashhad airport, Iran calls it war crime indiatoday.in",
      "url": "https://news.google.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?oc=5",
      "strong_evidence": false,
      "entities_airlines": [],
      "priority_score": 4.3,
      "context_type": "macro",
      "content_text": "US strike hits India-bound aircraft at Mashhad airport, Iran calls it war crime indiatoday.in",
      "why_macro": "impact,quality,priority",
      "llm_category": "geopolitics"
    }
  ],
  "macro_summary": {
    "count": 5,
    "strong_evidence_count": 1,
    "categories_active": [
      "capacity_network_changes",
      "geopolitics"
    ],
    "top_sources": [
      [
        "Google News Airport Strikes",
        4
      ],
      [
        "LoyaltyLobby",
        1
      ]
    ],
    "strength": "medium"
  },
  "macro_findings": [
    "Geopolitical disruption was active this week.",
    "Macro aviation pressure was active this week.",
    "Fuel-cost and pricing pressure signals were active in the selected week."
  ],
  "macro_caveats": []
}