{
 "snapshot": "2026-09-29",
 "country": "IN",
 "collector": "public Meta Ad Library web pages via headless Chrome (puppeteer-core), no login",
 "source_sha256": "698bcf1a0510e2ffa4c7b452f361875bcf0f1f074aa61b8d33e8e467844877dc",
 "terms": [
  [
   "corridor",
   "dubai property"
  ],
  [
   "corridor",
   "property in dubai"
  ],
  [
   "corridor",
   "dubai apartment"
  ],
  [
   "corridor",
   "dubai real estate"
  ],
  [
   "corridor",
   "invest in dubai"
  ],
  [
   "corridor",
   "dubai off plan"
  ],
  [
   "corridor",
   "golden visa dubai"
  ],
  [
   "corridor",
   "dubai property expo"
  ],
  [
   "corridor",
   "flat in dubai"
  ],
  [
   "corridor",
   "dubai villa"
  ],
  [
   "corridor",
   "emaar"
  ],
  [
   "corridor",
   "damac"
  ],
  [
   "corridor",
   "sobha dubai"
  ],
  [
   "corridor",
   "binghatti"
  ]
 ],
 "collection_log": [
  {
   "side": "corridor",
   "term": "dubai property",
   "url": "https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=IN&q=dubai%20property&search_type=keyword_unordered&media_type=all",
   "results_label": "1,700",
   "cards_captured": 96,
   "seconds": 36
  },
  {
   "side": "corridor",
   "term": "property in dubai",
   "url": "https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=IN&q=property%20in%20dubai&search_type=keyword_unordered&media_type=all",
   "results_label": "17,000",
   "cards_captured": 112,
   "seconds": 40
  },
  {
   "side": "corridor",
   "term": "dubai apartment",
   "url": "https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=IN&q=dubai%20apartment&search_type=keyword_unordered&media_type=all",
   "results_label": "490",
   "cards_captured": 114,
   "seconds": 40
  },
  {
   "side": "corridor",
   "term": "dubai real estate",
   "url": "https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=IN&q=dubai%20real%20estate&search_type=keyword_unordered&media_type=all",
   "results_label": "1,500",
   "cards_captured": 134,
   "seconds": 39
  },
  {
   "side": "corridor",
   "term": "invest in dubai",
   "url": "https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=IN&q=invest%20in%20dubai&search_type=keyword_unordered&media_type=all",
   "results_label": "19,000",
   "cards_captured": 101,
   "seconds": 38
  },
  {
   "side": "corridor",
   "term": "dubai off plan",
   "url": "https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=IN&q=dubai%20off%20plan&search_type=keyword_unordered&media_type=all",
   "results_label": "30,000",
   "cards_captured": 96,
   "seconds": 41
  },
  {
   "side": "corridor",
   "term": "golden visa dubai",
   "url": "https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=IN&q=golden%20visa%20dubai&search_type=keyword_unordered&media_type=all",
   "results_label": "610",
   "cards_captured": 120,
   "seconds": 40
  },
  {
   "side": "corridor",
   "term": "dubai property expo",
   "url": "https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=IN&q=dubai%20property%20expo&search_type=keyword_unordered&media_type=all",
   "results_label": "230",
   "cards_captured": 91,
   "seconds": 37
  },
  {
   "side": "corridor",
   "term": "flat in dubai",
   "url": "https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=IN&q=flat%20in%20dubai&search_type=keyword_unordered&media_type=all",
   "results_label": "16,000",
   "cards_captured": 82,
   "seconds": 41
  },
  {
   "side": "corridor",
   "term": "dubai villa",
   "url": "https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=IN&q=dubai%20villa&search_type=keyword_unordered&media_type=all",
   "results_label": "310",
   "cards_captured": 128,
   "seconds": 40
  },
  {
   "side": "corridor",
   "term": "emaar",
   "url": "https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=IN&q=emaar&search_type=keyword_unordered&media_type=all",
   "results_label": "560",
   "cards_captured": 93,
   "seconds": 36
  },
  {
   "side": "corridor",
   "term": "damac",
   "url": "https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=IN&q=damac&search_type=keyword_unordered&media_type=all",
   "results_label": "390",
   "cards_captured": 135,
   "seconds": 38
  },
  {
   "side": "corridor",
   "term": "sobha dubai",
   "url": "https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=IN&q=sobha%20dubai&search_type=keyword_unordered&media_type=all",
   "results_label": "320",
   "cards_captured": 109,
   "seconds": 40
  },
  {
   "side": "corridor",
   "term": "binghatti",
   "url": "https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=IN&q=binghatti&search_type=keyword_unordered&media_type=all",
   "results_label": "230",
   "cards_captured": 116,
   "seconds": 40
  }
 ],
 "raw_card_rows": 1527,
 "unique_ads": 934,
 "relevant_ads": 521,
 "advertisers": 216,
 "relevance_rule": {
  "property": "apartment|villa|townhouse|penthouse|studio|bedroom|\\b\\d\\s?(br|bhk|bed)\\b|off[- ]?plan|property|properties|real\\s+estate|freehold|residence|residential|plot|\\bflats?\\b(?!\\s*(₹|rs\\.?|inr|\\d|off|discount|\\d+%))",
  "transaction": "\\bbuy|invest|\\bown\\b|owning|for\\s+sale|price|starting|from\\s+(aed|inr|₹|rs)|payment|handover|reserve|booking|launch|\\brent|register|units?\\s+(available|left)|roi|yield|golden\\s+visa|down\\s*payment|installment|mortgage|expo|visit",
  "dubai": "dubai|\\buae\\b|abu\\s*dhabi|emirates|sharjah|ras\\s+al|jvc|business\\s+bay|marina|downtown|palm\\s+jumeirah|emaar|damac|sobha|binghatti|danube|aldar|nakheel|meraas|ellington|azizi|samana",
  "exclude": "roof\\s*(seal\\w*|leak\\w*|repair\\w*|waterproof\\w*)|waterproofing|lip\\s+filler|botox|cosmetic|beauty\\s+salon|\\bclinic\\b|cleaning\\s+service|laundry|\\bmovers\\b|pest\\s+control|furniture\\s+(store|shop)|visa\\s+(agent|consultan\\w*|services?)\\b(?!.*(property|apartment|villa))|flight|tour\\s+package|holiday\\s+package|hotel|salon|beauty|facial|waxing|makeup"
 },
 "coding_rule": "regex over library-card ad text only; image/video text not read, so shares are floors",
 "revisions": [
  "after a spot-check on 29 Sep 2026: beauty/salon ads excluded; \"flat\" no longer matches discounts (\"flat ₹100 off\"); permit code narrowed to explicit permit wording (bare \"DLD\"/\"RERA\" matched fee waivers and Indian RERA projects); zero-down code fixed so \"20% down\" no longer matches"
 ],
 "questions": {
  "price_inr": "₹\\s?[\\d.,]+|\\binr\\s?[\\d.,]+|\\brs\\.?\\s?[\\d.,]+|[\\d.,]+\\s?(lakh|lac|crore|cr)\\b",
  "price_aed": "\\baed\\s?[\\d.,]+|[\\d.,]+\\s?(k|m|mn|million)?\\s?aed\\b|\\bdhs?\\s?[\\d.,]+",
  "price_usd": "\\$\\s?[\\d.,]+|\\busd\\s?[\\d.,]+",
  "payment_plan": "payment\\s*plan|\\b\\d{1,2}\\s?/\\s?\\d{1,2}\\b|post[- ]?handover|on\\s+handover|instal+ments?|\\b1\\s?%\\s*(monthly|per month)|emi",
  "handover_date": "handover|completion\\s+(in|by|q)|\\bq[1-4]\\s?20\\d\\d|ready\\s+to\\s+move",
  "golden_visa": "golden\\s+visa",
  "yield_or_roi": "\\d+(\\.\\d+)?\\s?%\\s*(roi|return|returns|rental\\s+yield|yield|net\\s+yield|annual|capital\\s+appreciation)|\\broi\\s+(of\\s+)?(up\\s+to\\s+)?\\d+",
  "guaranteed": "guarantee\\w*\\s+(\\w+\\s+){0,2}(return|roi|rent\\w*|yield|income|profit)|assured\\s+(return|rent\\w*|income)|fixed\\s+(return|roi|income)",
  "tax_free": "tax[- ]?free|zero\\s+(income\\s+)?tax|no\\s+(income|property)\\s+tax",
  "permit_dld": "trakheesi|madmoun|\\bpermit\\s*(no\\.?|number|#)?\\s*[:#-]?\\s*\\d{4,}|advertising\\s+permit|rera\\s+permit|dld\\s+permit",
  "nri_mention": "\\bnri\\b|non[- ]resident|indians?\\s+(abroad|in\\s+(the\\s+)?(uae|gulf|dubai))|overseas\\s+indian",
  "indian_buyer": "\\bindia\\b|\\bindians?\\b",
  "tax_remit_loan": "\\blrs\\b|remit\\w*|\\bfema\\b|\\brbi\\b|home\\s+loan|mortgage|\\bloan\\b|financ\\w*",
  "expo_event": "expo|exhibition|property\\s+show|roadshow|event|seminar|meet\\s+(us|the\\s+developer)|visit\\s+us\\s+at",
  "whatsapp": "whats\\s?app|wa\\.me",
  "hindi_script": "[ऀ-ॿ]",
  "other_indic_script": "[ঀ-෿]",
  "zero_down": "\\b(zero|no|0\\s?%)\\s*down\\s*payment|without\\s+(any\\s+)?down\\s*payment"
 },
 "codes": {
  "price_inr": {
   "ads": 163,
   "ads_share": 0.313,
   "advertisers": 73,
   "advertisers_share": 0.338
  },
  "price_aed": {
   "ads": 92,
   "ads_share": 0.177,
   "advertisers": 51,
   "advertisers_share": 0.236
  },
  "price_usd": {
   "ads": 11,
   "ads_share": 0.021,
   "advertisers": 6,
   "advertisers_share": 0.028
  },
  "payment_plan": {
   "ads": 379,
   "ads_share": 0.727,
   "advertisers": 160,
   "advertisers_share": 0.741
  },
  "handover_date": {
   "ads": 80,
   "ads_share": 0.154,
   "advertisers": 44,
   "advertisers_share": 0.204
  },
  "golden_visa": {
   "ads": 109,
   "ads_share": 0.209,
   "advertisers": 48,
   "advertisers_share": 0.222
  },
  "yield_or_roi": {
   "ads": 25,
   "ads_share": 0.048,
   "advertisers": 14,
   "advertisers_share": 0.065
  },
  "guaranteed": {
   "ads": 8,
   "ads_share": 0.015,
   "advertisers": 3,
   "advertisers_share": 0.014
  },
  "tax_free": {
   "ads": 34,
   "ads_share": 0.065,
   "advertisers": 13,
   "advertisers_share": 0.06
  },
  "permit_dld": {
   "ads": 11,
   "ads_share": 0.021,
   "advertisers": 4,
   "advertisers_share": 0.019
  },
  "nri_mention": {
   "ads": 3,
   "ads_share": 0.006,
   "advertisers": 3,
   "advertisers_share": 0.014
  },
  "indian_buyer": {
   "ads": 46,
   "ads_share": 0.088,
   "advertisers": 28,
   "advertisers_share": 0.13
  },
  "tax_remit_loan": {
   "ads": 8,
   "ads_share": 0.015,
   "advertisers": 8,
   "advertisers_share": 0.037
  },
  "expo_event": {
   "ads": 137,
   "ads_share": 0.263,
   "advertisers": 48,
   "advertisers_share": 0.222
  },
  "whatsapp": {
   "ads": 42,
   "ads_share": 0.081,
   "advertisers": 26,
   "advertisers_share": 0.12
  },
  "hindi_script": {
   "ads": 0,
   "ads_share": 0.0,
   "advertisers": 0,
   "advertisers_share": 0.0
  },
  "other_indic_script": {
   "ads": 4,
   "ads_share": 0.008,
   "advertisers": 4,
   "advertisers_share": 0.019
  },
  "zero_down": {
   "ads": 12,
   "ads_share": 0.023,
   "advertisers": 3,
   "advertisers_share": 0.014
  }
 },
 "city_mentions_ads": {
  "Mumbai": 19,
  "Delhi NCR": 37,
  "Bengaluru": 15,
  "Hyderabad": 22,
  "Pune": 13,
  "Ahmedabad": 23,
  "Chennai": 7,
  "Kolkata": 4,
  "Chandigarh": 5,
  "Kochi / Kerala": 4,
  "Surat": 10,
  "Jaipur": 2,
  "Lucknow": 15,
  "Indore": 0,
  "Goa": 4
 },
 "run_age_days": {
  "n": 520,
  "median": 13,
  "over_90": 41
 },
 "search": {
  "collected": "2026-09-29",
  "autocomplete_endpoint": "suggestqueries.google.com client=firefox hl=en gl=in",
  "queries_run": 130,
  "unique_suggestions": 1014,
  "theme_rules": {
   "Price and budget, often in rupees": "rupee|\\binr\\b|crore|lakh|\\bprice|\\bcost|cheap|under\\s+\\d|budget|affordable",
   "Renting out, yield and returns": "\\brent|yield|\\broi\\b|return|income|profit",
   "Residency and Golden Visa": "golden visa|residency|residence visa|investor visa|citizenship|\\bvisa\\b",
   "Loans, instalments and down payment": "loan|mortgage|\\bemi\\b|install?ment|down payment|finance",
   "Is it safe or worth it": "\\bsafe|scam|fraud|risk|worth|good investment|bubble|crash|drop",
   "Tax, remittance and rules for Indians": "\\btax|\\blrs\\b|\\brbi\\b|fema|remit|rules|\\blaw\\b|legal|can indian|can nri|for indian|from india|indian",
   "Off-plan and new launches": "off plan|off-plan|new launch|under construction|pre launch",
   "Property expos in Indian cities": "expo|exhibition|property show",
   "Areas and communities in Dubai": "marina|downtown|business bay|jvc|palm|dubai hills|creek|dubai south|jumeirah|mbr|deira|al barsha|international city"
  },
  "trends_note": "Google Trends, India, past 12 months, relative interest 0–100 by state; one query was rate-limited and is absent.",
  "source_sha256": "eee7a9abaa3eeb959866f599bb8f6ee310dd1fa834206f22ea98a4a43a8920dd"
 }
}