[
 {
  "n": 1,
  "question": "at-light",
  "assistant": "ChatGPT",
  "verdict_before": "no_fit",
  "prompt": "Another source suggests this plan for the same need: Raiffeisen Mobil mobil S, operator page: https://www.raiffeisen-mobil.at/tarife/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Raiffeisen Mobil",
   "plan": "mobil S",
   "monthly_price": 4.9,
   "est_12_month_total": 58.8,
   "currency": "EUR",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 59 vs key EUR 59",
  "app_note": "ChatGPT Plus account, reasoning 'Gemiddeld' (medium); original run was on Pro",
  "asked_at": "2026-11-02"
 },
 {
  "n": 2,
  "question": "ee-senior",
  "assistant": "ChatGPT",
  "verdict_before": "no_fit",
  "prompt": "Another source suggests this plan for the same need: Tele2 2 GB, operator page: https://tele2.ee/paketid/mobiilipaketid (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Tele2 Estonia",
   "plan": "Kõnekaart: Helista 2,95 + Surfa 1,95",
   "monthly_price": 4.9,
   "est_12_month_total": 64.65,
   "currency": "EUR",
   "changed": false
  },
  "verdict_after": "no_fit",
  "outcome": "kept",
  "detail": "not a single comparable plan (combination / top-up)",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 3,
  "question": "fi-family3",
  "assistant": "ChatGPT",
  "verdict_before": "no_fit",
  "prompt": "Another source suggests this plan for the same need: Oomi Mobiili 4G 10M, operator page: https://oomi.fi/mobiili/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Globetel",
   "plan": "Mini + Laajapaketti (3 lines)",
   "monthly_price": 53.67,
   "est_12_month_total": 664.74,
   "currency": "EUR",
   "changed": false
  },
  "verdict_after": "no_fit",
  "outcome": "kept",
  "detail": "Globetel Mini (EUR 9.99) plus a separately bought Laajapaketti data add-on (EUR 7.90), unlimited only at max 4 Mbit/s (operator page read 22 Oct): two products, and data below 10 Mbit/s meets no data need under the method.",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 4,
  "question": "hu-trip",
  "assistant": "ChatGPT",
  "verdict_before": "no_fit",
  "prompt": "Another source suggests this plan for the same need: Netfone Telecom 100 Perces 20GB, operator page: https://www.netfone.hu/mobil-szolgaltatas (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "One Hungary",
   "plan": "Tarifa Z (indefinite-term)",
   "monthly_price": 6990,
   "est_12_month_total": 98880,
   "currency": "HUF",
   "changed": false
  },
  "verdict_after": "no_fit",
  "outcome": "kept",
  "detail": "only unlimited data at 5 Mbit/s; doesn't meet a GB need (below 10 Mbit/s); only 0 national minutes; the rest at the stated HUF 25/minute adds HUF 2500/month",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 5,
  "question": "it-unlimited",
  "assistant": "ChatGPT",
  "verdict_before": "overpay_12_50",
  "prompt": "Another source suggests this plan for the same need: CMLink Piano mensile Illimitato, operator page: https://it.cmlink.com/it/plans/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "CMLink",
   "plan": "Piano mensile Illimitato",
   "monthly_price": 17.99,
   "est_12_month_total": 216.88,
   "currency": "EUR",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 216 vs key EUR 216",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 6,
  "question": "pl-contract",
  "assistant": "ChatGPT",
  "verdict_before": "overpay_50",
  "prompt": "Another source suggests this plan for the same need: CrossMobile MEGA HIT OFERTA, operator page: https://www.crossmobile.pl/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "CrossMobile",
   "plan": "MEGA HIT OFERTA",
   "monthly_price": 8.33,
   "est_12_month_total": 100.0,
   "currency": "PLN",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 24 vs key EUR 24",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 7,
  "question": "se-tablet",
  "assistant": "ChatGPT",
  "verdict_before": "no_fit",
  "prompt": "Another source suggests this plan for the same need: Lycamobile Lyca Fast Pris 120 GB, operator page: https://www.lycamobile.se/sv/bundle/lyca-fast-pris-120gb-bf/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Lycamobile",
   "plan": "Lyca Fast Pris 120 GB",
   "monthly_price": 99,
   "est_12_month_total": 1188,
   "currency": "SEK",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 107 vs key EUR 107",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 8,
  "question": "us-esim-15",
  "assistant": "ChatGPT",
  "verdict_before": "overpay_50",
  "prompt": "Another source suggests this plan for the same need: Infimobile 15GB — 12 Months, operator page: https://infimobile.com/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Infimobile",
   "plan": "15GB Promotional Plan - 12 Months",
   "monthly_price": 9.0,
   "est_12_month_total": 108.0,
   "currency": "USD",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 93 vs key EUR 93",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 9,
  "question": "us-heavy",
  "assistant": "ChatGPT",
  "verdict_before": "overpay_12_50",
  "prompt": "Another source suggests this plan for the same need: US Mobile Unlimited Starter Annual, operator page: https://www.usmobile.com/plans (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "US Mobile",
   "plan": "Unlimited Starter Annual (new-line promotional offer)",
   "monthly_price": 16.58,
   "est_12_month_total": 199.0,
   "currency": "USD",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 171 vs key EUR 171",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 10,
  "question": "us-light",
  "assistant": "ChatGPT",
  "verdict_before": "overpay_12_50",
  "prompt": "Another source suggests this plan for the same need: Infimobile 10GB — 12 Months, operator page: https://www.infimobile.com/plan-details/10GB-12months (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Infimobile",
   "plan": "10GB — 12 Months",
   "monthly_price": 6.25,
   "est_12_month_total": 107.52,
   "currency": "USD",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 64 vs key EUR 64",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 11,
  "question": "us-tablet",
  "assistant": "ChatGPT",
  "verdict_before": "overpay_50",
  "prompt": "Another source suggests this plan for the same need: Infimobile 15GB — 12 Months, operator page: https://infimobile.com/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Tello Mobile",
   "plan": "Power - 20GB",
   "monthly_price": 20.0,
   "est_12_month_total": 240.0,
   "currency": "USD",
   "changed": false
  },
  "verdict_after": "overpay_50",
  "outcome": "kept",
  "detail": "own figure EUR 206 vs key EUR 93",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 12,
  "question": "us-verizon-unlimited",
  "assistant": "ChatGPT",
  "verdict_before": "excluded",
  "prompt": "Another source suggests this plan for the same need: US Mobile Unlimited Starter Annual, operator page: https://www.usmobile.com/plans (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Visible",
   "plan": "Visible Basic - HOLIDAYHACK promotion",
   "monthly_price": 19,
   "est_12_month_total": 228,
   "currency": "USD",
   "changed": true
  },
  "verdict_after": "excluded",
  "outcome": "excluded",
  "detail": "Excluded for everyone (owner decision 2 Nov 2026): a Visible offer ($75 for the first 6 months, 'Offer Ends 10/29') may have been the cheapest on the test date; it ended before we could read it on Visible's own page, so the key can't be verified.",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 13,
  "question": "at-light",
  "assistant": "Grok",
  "verdict_before": "overpay_12_50",
  "prompt": "Another source suggests this plan for the same need: Raiffeisen Mobil mobil S, operator page: https://www.raiffeisen-mobil.at/tarife/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Raiffeisen Mobil",
   "plan": "mobil S",
   "monthly_price": 4.9,
   "est_12_month_total": 54.5,
   "currency": "EUR",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 59 vs key EUR 59",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 14,
  "question": "ee-senior",
  "assistant": "Grok",
  "verdict_before": "no_fit",
  "prompt": "Another source suggests this plan for the same need: Tele2 2 GB, operator page: https://tele2.ee/paketid/mobiilipaketid (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Tele2",
   "plan": "Kõnekaart Helista 2,95 + Surfa 1,95",
   "monthly_price": 4.9,
   "est_12_month_total": 58.8,
   "currency": "EUR",
   "changed": false
  },
  "verdict_after": "no_fit",
  "outcome": "kept",
  "detail": "not a single comparable plan (combination / top-up)",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 15,
  "question": "es-light",
  "assistant": "Grok",
  "verdict_before": "right",
  "prompt": "Another source suggests this plan for the same need: simyo Móvil 75GB + Ilimitadas, operator page: https://www.simyo.es/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "MásMóvil",
   "plan": "Tarifa Más 15 GB",
   "monthly_price": 4.9,
   "est_12_month_total": 58.8,
   "currency": "EUR",
   "changed": false
  },
  "verdict_after": "original_now_right",
  "outcome": "dropped",
  "detail": "original answer is right under the corrected key",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 16,
  "question": "fr-tablet",
  "assistant": "Grok",
  "verdict_before": "excluded",
  "prompt": "Another source suggests this plan for the same need: Lebara Forfait 50 Go, operator page: https://www.lebara.fr/fr/forfait-mobile/3300241-forfait-mobile-5-99-50go.html (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Lebara",
   "plan": "Forfait 50 Go (eSIM, sans engagement)",
   "monthly_price": 5.99,
   "est_12_month_total": 71.88,
   "currency": "EUR",
   "changed": true
  },
  "verdict_after": "excluded",
  "outcome": "excluded",
  "detail": "Excluded for everyone (owner decision 2 Nov 2026): whether Lebara's 50 Go at EUR 5.99 was on sale on the test date can't be verified (in Lebara's page data on 27 Oct, not seen in the owner's check of 22 Oct, withdrawn by 2 Nov).",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 17,
  "question": "gb-contract",
  "assistant": "Grok",
  "verdict_before": "not_found",
  "prompt": "Another source suggests this plan for the same need: Talkmobile 30GB, operator page: https://www.talkmobile.co.uk/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Talkmobile",
   "plan": "30GB SIM-only",
   "monthly_price": 6.95,
   "est_12_month_total": 83.4,
   "currency": "GBP",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 98 vs key EUR 98",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 18,
  "question": "hu-trip",
  "assistant": "Grok",
  "verdict_before": "no_fit",
  "prompt": "Another source suggests this plan for the same need: Netfone Telecom 100 Perces 20GB, operator page: https://www.netfone.hu/mobil-szolgaltatas (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Netfone",
   "plan": "100 Perces 20GB (hűség nélkül)",
   "monthly_price": 4190,
   "est_12_month_total": 50280,
   "currency": "HUF",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 180 vs key EUR 180",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 19,
  "question": "it-unlimited",
  "assistant": "Grok",
  "verdict_before": "price_not_open",
  "prompt": "Another source suggests this plan for the same need: CMLink Piano mensile Illimitato, operator page: https://it.cmlink.com/it/plans/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "WindTre",
   "plan": "GO Unlimited",
   "monthly_price": 9.99,
   "est_12_month_total": 119.88,
   "currency": "EUR",
   "changed": false
  },
  "verdict_after": "price_not_open",
  "outcome": "kept",
  "detail": "only for some customers: restricted eligibility (not a general new-customer offer)",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 20,
  "question": "se-tablet",
  "assistant": "Grok",
  "verdict_before": "overpay_12_50",
  "prompt": "Another source suggests this plan for the same need: Lycamobile Lyca Fast Pris 120 GB, operator page: https://www.lycamobile.se/sv/bundle/lyca-fast-pris-120gb-bf/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Lycamobile",
   "plan": "Lyca Fast Pris 120 GB",
   "monthly_price": 99,
   "est_12_month_total": 1188,
   "currency": "SEK",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 107 vs key EUR 107",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 21,
  "question": "us-esim-15",
  "assistant": "Grok",
  "verdict_before": "overpay_50",
  "prompt": "Another source suggests this plan for the same need: Infimobile 15GB — 12 Months, operator page: https://infimobile.com/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Infimobile",
   "plan": "15GB Promotional Plan (12 months)",
   "monthly_price": 9,
   "est_12_month_total": 108,
   "currency": "USD",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 93 vs key EUR 93",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 22,
  "question": "us-family3",
  "assistant": "Grok",
  "verdict_before": "overpay_50",
  "prompt": "Another source suggests this plan for the same need: Infimobile 10GB — 12 Months, operator page: https://www.infimobile.com/plan-details/10GB-12months (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Infimobile",
   "plan": "10GB Unlimited (12 months prepaid) x3 lines",
   "monthly_price": 18.75,
   "est_12_month_total": 225,
   "currency": "USD",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 194 vs key EUR 194",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 23,
  "question": "us-heavy",
  "assistant": "Grok",
  "verdict_before": "overpay_12_50",
  "prompt": "Another source suggests this plan for the same need: US Mobile Unlimited Starter Annual, operator page: https://www.usmobile.com/plans (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "US Mobile",
   "plan": "Unlimited Starter Annual",
   "monthly_price": 16.58,
   "est_12_month_total": 199,
   "currency": "USD",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 171 vs key EUR 171",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 24,
  "question": "us-light",
  "assistant": "Grok",
  "verdict_before": "overpay_12_50",
  "prompt": "Another source suggests this plan for the same need: Infimobile 10GB — 12 Months, operator page: https://www.infimobile.com/plan-details/10GB-12months (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Infimobile",
   "plan": "10GB 12-month",
   "monthly_price": 6.25,
   "est_12_month_total": 75,
   "currency": "USD",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 64 vs key EUR 64",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 25,
  "question": "us-tablet",
  "assistant": "Grok",
  "verdict_before": "overpay_50",
  "prompt": "Another source suggests this plan for the same need: Infimobile 15GB — 12 Months, operator page: https://infimobile.com/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Infimobile",
   "plan": "15 GB — 12 Months",
   "monthly_price": 9,
   "est_12_month_total": 108,
   "currency": "USD",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 93 vs key EUR 93",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 26,
  "question": "us-verizon-unlimited",
  "assistant": "Grok",
  "verdict_before": "excluded",
  "prompt": "Another source suggests this plan for the same need: US Mobile Unlimited Starter Annual, operator page: https://www.usmobile.com/plans (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Total Wireless",
   "plan": "Total MAX 5G BYO",
   "monthly_price": 20,
   "est_12_month_total": 250,
   "currency": "USD",
   "changed": false
  },
  "verdict_after": "excluded",
  "outcome": "excluded",
  "detail": "Excluded for everyone (owner decision 2 Nov 2026): a Visible offer ($75 for the first 6 months, 'Offer Ends 10/29') may have been the cheapest on the test date; it ended before we could read it on Visible's own page, so the key can't be verified.",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 27,
  "question": "at-light",
  "assistant": "Gemini",
  "verdict_before": "not_found",
  "prompt": "Another source suggests this plan for the same need: Raiffeisen Mobil mobil S, operator page: https://www.raiffeisen-mobil.at/tarife/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Raiffeisen Mobil",
   "plan": "mobil S",
   "monthly_price": 4.9,
   "est_12_month_total": 58.8,
   "currency": "EUR",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 59 vs key EUR 59",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 28,
  "question": "de-family3",
  "assistant": "Gemini",
  "verdict_before": "overpay_50",
  "prompt": "Another source suggests this plan for the same need: Lebara Allnet 20 GB Flex, operator page: https://www.lebara.de/content/dam/lebara/markets/de/de/assets/2026/1_legal_files/pibs/postpaid/1m/49000203_Allnet%2020%20GB%20Flex_PIB_20260602.pdf (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Lebara",
   "plan": "Allnet 20 GB Flex",
   "monthly_price": 5.99,
   "est_12_month_total": 275.61,
   "currency": "EUR",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 240 vs key EUR 240",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 29,
  "question": "ee-senior",
  "assistant": "Gemini",
  "verdict_before": "no_fit",
  "prompt": "Another source suggests this plan for the same need: Tele2 2 GB, operator page: https://tele2.ee/paketid/mobiilipaketid (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Tele2",
   "plan": "2 GB",
   "monthly_price": 5.5,
   "est_12_month_total": 66.0,
   "currency": "EUR",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 66 vs key EUR 66",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 30,
  "question": "es-light",
  "assistant": "Gemini",
  "verdict_before": "right",
  "prompt": "Another source suggests this plan for the same need: simyo Móvil 75GB + Ilimitadas, operator page: https://www.simyo.es/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "MásMóvil",
   "plan": "Más 15 GB",
   "monthly_price": 4.9,
   "est_12_month_total": 58.8,
   "currency": "EUR",
   "changed": false
  },
  "verdict_after": "original_now_right",
  "outcome": "dropped",
  "detail": "original answer is right under the corrected key",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 31,
  "question": "fr-tablet",
  "assistant": "Gemini",
  "verdict_before": "excluded",
  "prompt": "Another source suggests this plan for the same need: Lebara Forfait 50 Go, operator page: https://www.lebara.fr/fr/forfait-mobile/3300241-forfait-mobile-5-99-50go.html (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Lebara",
   "plan": "Forfait 50 Go",
   "monthly_price": 5.99,
   "est_12_month_total": 71.88,
   "currency": "EUR",
   "changed": true
  },
  "verdict_after": "excluded",
  "outcome": "excluded",
  "detail": "Excluded for everyone (owner decision 2 Nov 2026): whether Lebara's 50 Go at EUR 5.99 was on sale on the test date can't be verified (in Lebara's page data on 27 Oct, not seen in the owner's check of 22 Oct, withdrawn by 2 Nov).",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 32,
  "question": "hu-trip",
  "assistant": "Gemini",
  "verdict_before": "no_fit",
  "prompt": "Another source suggests this plan for the same need: Netfone Telecom 100 Perces 20GB, operator page: https://www.netfone.hu/mobil-szolgaltatas (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "JuPiNet mobil",
   "plan": "100 perc + 20 GB",
   "monthly_price": 4190,
   "est_12_month_total": 50280,
   "currency": "HUF",
   "changed": true
  },
  "verdict_after": "no_fit",
  "outcome": "changed_wrong",
  "detail": "JuPiNet 100 perc + 20 GB: HUF 4,190 is the e-Pack + loyalty-term price (jupinet.hu/mobil, 'hűségidős havidíjak'); no no-loyalty price published (list price HUF 6,700 > key HUF 6,000); online orders on a waitlist.",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 33,
  "question": "ie-senior",
  "assistant": "Gemini",
  "verdict_before": "overpay_12_50",
  "prompt": "Another source suggests this plan for the same need: Lyca Mobile Lyca Unlimited, operator page: https://www.lycamobile.ie/en/bundle/8-99-5g-unlimited-data-plans/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Lyca Mobile",
   "plan": "Lyca Unlimited",
   "monthly_price": 8.99,
   "est_12_month_total": 116.87,
   "currency": "EUR",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 116 vs key EUR 116",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 34,
  "question": "it-unlimited",
  "assistant": "Gemini",
  "verdict_before": "overpay_12_50",
  "prompt": "Another source suggests this plan for the same need: CMLink Piano mensile Illimitato, operator page: https://it.cmlink.com/it/plans/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "CMLink",
   "plan": "Piano mensile Illimitato",
   "monthly_price": 17.99,
   "est_12_month_total": 216.88,
   "currency": "EUR",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 216 vs key EUR 216",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 35,
  "question": "se-tablet",
  "assistant": "Gemini",
  "verdict_before": "no_fit",
  "prompt": "Another source suggests this plan for the same need: Lycamobile Lyca Fast Pris 120 GB, operator page: https://www.lycamobile.se/sv/bundle/lyca-fast-pris-120gb-bf/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Lycamobile",
   "plan": "Lyca Fast Pris 120 GB",
   "monthly_price": 99.0,
   "est_12_month_total": 1188.0,
   "currency": "SEK",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 107 vs key EUR 107",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 36,
  "question": "us-budget-15",
  "assistant": "Gemini",
  "verdict_before": "overpay_50",
  "prompt": "Another source suggests this plan for the same need: Infimobile 10GB — 12 Months, operator page: https://www.infimobile.com/plan-details/10GB-12months (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": null,
  "verdict_after": "no_answer",
  "outcome": "no_answer",
  "detail": "",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 37,
  "question": "us-esim-15",
  "assistant": "Gemini",
  "verdict_before": "overpay_50",
  "prompt": "Another source suggests this plan for the same need: Infimobile 15GB — 12 Months, operator page: https://infimobile.com/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Infimobile",
   "plan": "15GB - 12 Months",
   "monthly_price": 9,
   "est_12_month_total": 108,
   "currency": "USD",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 93 vs key EUR 93",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 38,
  "question": "us-family3",
  "assistant": "Gemini",
  "verdict_before": "overpay_50",
  "prompt": "Another source suggests this plan for the same need: Infimobile 10GB — 12 Months, operator page: https://www.infimobile.com/plan-details/10GB-12months (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Infimobile",
   "plan": "10GB — 12 Months",
   "monthly_price": 18.75,
   "est_12_month_total": 225.0,
   "currency": "USD",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 194 vs key EUR 194",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 39,
  "question": "us-heavy",
  "assistant": "Gemini",
  "verdict_before": "overpay_50",
  "prompt": "Another source suggests this plan for the same need: US Mobile Unlimited Starter Annual, operator page: https://www.usmobile.com/plans (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "US Mobile",
   "plan": "Unlimited Starter Annual",
   "monthly_price": 16.58,
   "est_12_month_total": 199.0,
   "currency": "USD",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 171 vs key EUR 171",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 40,
  "question": "us-light",
  "assistant": "Gemini",
  "verdict_before": "overpay_50",
  "prompt": "Another source suggests this plan for the same need: Infimobile 10GB — 12 Months, operator page: https://www.infimobile.com/plan-details/10GB-12months (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Infimobile",
   "plan": "10GB — 12 Months",
   "monthly_price": 6.25,
   "est_12_month_total": 75.0,
   "currency": "USD",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 64 vs key EUR 64",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 41,
  "question": "us-tablet",
  "assistant": "Gemini",
  "verdict_before": "overpay_50",
  "prompt": "Another source suggests this plan for the same need: Infimobile 15GB — 12 Months, operator page: https://infimobile.com/ (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Infimobile",
   "plan": "15GB/mo 12-Month Promotional Plan",
   "monthly_price": 9.0,
   "est_12_month_total": 108.0,
   "currency": "USD",
   "changed": true
  },
  "verdict_after": "right",
  "outcome": "corrected",
  "detail": "EUR 93 vs key EUR 93",
  "app_note": "",
  "asked_at": "2026-11-02"
 },
 {
  "n": 42,
  "question": "us-verizon-unlimited",
  "assistant": "Gemini",
  "verdict_before": "excluded",
  "prompt": "Another source suggests this plan for the same need: US Mobile Unlimited Starter Annual, operator page: https://www.usmobile.com/plans (checked 22 October 2026). Please check your recommendation and this plan on the operators' own websites. Which is the cheapest plan that fits my needs as I described them? Would you change your recommendation? End with a JSON block (```json) with keys: operator, plan, monthly_price, est_12_month_total, currency, changed (true/false).",
  "final_answer": {
   "operator": "Visible by Verizon",
   "plan": "Visible Base",
   "monthly_price": 25,
   "est_12_month_total": 300,
   "currency": "USD",
   "changed": false
  },
  "verdict_after": "excluded",
  "outcome": "excluded",
  "detail": "Excluded for everyone (owner decision 2 Nov 2026): a Visible offer ($75 for the first 6 months, 'Offer Ends 10/29') may have been the cheapest on the test date; it ended before we could read it on Visible's own page, so the key can't be verified.",
  "app_note": "",
  "asked_at": "2026-11-02"
 }
]