From d46447d9ec8bd5beff6291e0ff8d3524df7d28f3 Mon Sep 17 00:00:00 2001 From: Colin Date: Fri, 21 Nov 2025 15:09:41 -0500 Subject: [PATCH] Fix: Use Canadian subreddits instead of global tech support subs --- docs/google-alerts-reddit-tuned.md | 372 ++++++++++++++--------------- 1 file changed, 179 insertions(+), 193 deletions(-) diff --git a/docs/google-alerts-reddit-tuned.md b/docs/google-alerts-reddit-tuned.md index fc739bb..ba5fc72 100644 --- a/docs/google-alerts-reddit-tuned.md +++ b/docs/google-alerts-reddit-tuned.md @@ -1,287 +1,273 @@ -# Production Reddit Alerts - Consumer Language (TUNED) +# Production Reddit Alerts - Canadian Subreddits (TUNED) -**Generated:** November 18, 2025 -**Status:** ✅ Validated with 100% success rate -**Based on:** Testing that achieved 10/10 relevant results per query +**Generated:** November 21, 2025 +**Status:** ✅ Using validated consumer language with Canadian regional subreddits +**Based on:** Consumer language testing that achieved 10/10 relevant results **Key Changes:** -- ✅ Using tech support subreddits (r/techsupport, r/applehelp, etc.) instead of city subs +- ✅ Using **Canadian regional subreddits** (r/toronto, r/vancouver, r/kitchener, etc.) - ✅ Consumer language only ("won't turn on" not "logic board repair") - ✅ Removed ALERT_NAME markers -- ✅ Expected high relevance scores (avg 11.0/10) +- ✅ Organized by Canadian regions (GTA, Ontario-Other, Western, Prairies, Eastern) --- -## 🌟 Tier 1: High Volume Alerts (Daily Activity) +## 🌟 Tier 1: High Priority Canadian Alerts -These alerts target the most active subreddits with common repair issues. +These target major Canadian cities with validated consumer language. -### MacBook - Power Issues +### MacBook Repair - Ontario GTA -**Alert Name:** `MacBook Power Issues` -**Purpose:** Catches MacBook power/boot problems on tech support subs -**Expected Volume:** High (7,770+ results tested) -**Tested Relevance:** 10/10 (score 10.8) +**Alert Name:** `MacBook Repair - Ontario GTA` +**Purpose:** Catches MacBook power/boot problems in GTA subreddits +**Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga, r/brampton ``` -site:reddit.com/r/techsupport "macbook" ("won't turn on" OR "dead" OR "no power" OR "won't boot") +(site:reddit.com/r/kitchener OR site:reddit.com/r/waterloo OR site:reddit.com/r/toronto OR site:reddit.com/r/mississauga OR site:reddit.com/r/brampton) +"macbook" ("won't turn on" OR "dead" OR "no power" OR "won't boot" OR "repair") ``` -### MacBook - Charging Issues +### MacBook Repair - Ontario Other -**Alert Name:** `MacBook Charging Issues` -**Purpose:** Catches MacBook charging/battery problems -**Expected Volume:** High (25,400+ results tested) -**Tested Relevance:** 10/10 (score 11.8) +**Alert Name:** `MacBook Repair - Ontario Other` +**Purpose:** Catches MacBook issues in other Ontario subreddits +**Target Subreddits:** r/ontario, r/londonontario, r/HamiltonOntario, r/ottawa ``` -site:reddit.com/r/applehelp "macbook" ("won't charge" OR "not charging" OR "battery dead" OR "battery won't charge") +(site:reddit.com/r/ontario OR site:reddit.com/r/londonontario OR site:reddit.com/r/HamiltonOntario OR site:reddit.com/r/ottawa) +"macbook" ("won't turn on" OR "dead" OR "no power" OR "won't boot" OR "repair") ``` -### MacBook - Water Damage +### MacBook Repair - Western Canada -**Alert Name:** `MacBook Water Damage` -**Purpose:** Catches MacBook liquid damage posts -**Expected Volume:** Medium (2,260+ results tested) -**Tested Relevance:** 10/10 (score 12.7) +**Alert Name:** `MacBook Repair - Western Canada` +**Purpose:** Catches MacBook issues in Western Canadian subreddits +**Target Subreddits:** r/vancouver, r/VictoriaBC, r/Calgary, r/Edmonton ``` -site:reddit.com/r/techsupport "macbook" ("spilled" OR "water damage" OR "liquid damage" OR "got wet") +(site:reddit.com/r/vancouver OR site:reddit.com/r/VictoriaBC OR site:reddit.com/r/Calgary OR site:reddit.com/r/Edmonton) +"macbook" ("won't turn on" OR "dead" OR "no power" OR "won't boot" OR "repair") ``` -### Laptop - Power Issues +### MacBook Charging Issues - Ontario GTA -**Alert Name:** `Laptop Power Issues` -**Purpose:** Catches all laptop power problems -**Expected Volume:** Very High (71,900+ results tested) -**Tested Relevance:** 10/10 (score 12.8) +**Alert Name:** `MacBook Charging - Ontario GTA` +**Purpose:** Catches MacBook charging/battery problems in GTA +**Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga ``` -site:reddit.com/r/techsupport "laptop" ("won't turn on" OR "dead" OR "no power" OR "won't boot") +(site:reddit.com/r/kitchener OR site:reddit.com/r/waterloo OR site:reddit.com/r/toronto OR site:reddit.com/r/mississauga) +"macbook" ("won't charge" OR "not charging" OR "battery dead" OR "battery won't charge") ``` -### Laptop - Display Issues +### MacBook Water Damage - Ontario GTA -**Alert Name:** `Laptop Display Issues` -**Purpose:** Catches laptop screen/display problems -**Expected Volume:** High (39,300+ results tested) -**Tested Relevance:** 10/10 (score 14.4) +**Alert Name:** `MacBook Water Damage - Ontario GTA` +**Purpose:** Catches MacBook liquid damage posts in GTA +**Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga ``` -site:reddit.com/r/techsupport "laptop" ("black screen" OR "no display" OR "screen went black") +(site:reddit.com/r/kitchener OR site:reddit.com/r/waterloo OR site:reddit.com/r/toronto OR site:reddit.com/r/mississauga) +"macbook" ("spilled" OR "water damage" OR "liquid damage" OR "got wet") ``` -### iPhone - Power Issues +### Laptop Repair - Ontario GTA -**Alert Name:** `iPhone Power Issues` -**Purpose:** Catches iPhone power/boot problems -**Expected Volume:** High (15,900+ results tested) -**Tested Relevance:** 10/10 (score 13.2) +**Alert Name:** `Laptop Repair - Ontario GTA` +**Purpose:** Catches all laptop power problems in GTA +**Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga, r/brampton ``` -site:reddit.com/r/applehelp "iphone" ("won't turn on" OR "dead" OR "black screen" OR "screen of death") +(site:reddit.com/r/kitchener OR site:reddit.com/r/waterloo OR site:reddit.com/r/toronto OR site:reddit.com/r/mississauga OR site:reddit.com/r/brampton) +"laptop" ("won't turn on" OR "dead" OR "no power" OR "won't boot" OR "repair") ``` -### iPhone - Charging Issues +### Laptop Display Issues - Ontario GTA -**Alert Name:** `iPhone Charging Issues` -**Purpose:** Catches iPhone charging problems -**Expected Volume:** Medium (2,610+ results tested) -**Tested Relevance:** 10/10 (score 10.3) +**Alert Name:** `Laptop Display - Ontario GTA` +**Purpose:** Catches laptop screen/display problems in GTA +**Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga ``` -site:reddit.com/r/techsupport "iphone" ("won't charge" OR "not charging" OR "charging port broken") +(site:reddit.com/r/kitchener OR site:reddit.com/r/waterloo OR site:reddit.com/r/toronto OR site:reddit.com/r/mississauga) +"laptop" ("black screen" OR "no display" OR "screen went black" OR "screen broken") ``` -### Data Recovery - Hard Drives +### iPhone Repair - Ontario GTA -**Alert Name:** `Data Recovery Hard Drives` -**Purpose:** Catches hard drive/SSD failure posts -**Expected Volume:** High (39,400+ results tested) -**Tested Relevance:** 10/10 (score 7.5) +**Alert Name:** `iPhone Repair - Ontario GTA` +**Purpose:** Catches iPhone power/boot problems in GTA +**Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga ``` -site:reddit.com/r/techsupport ("hard drive" OR "hdd" OR "ssd") ("died" OR "won't mount" OR "lost files" OR "not recognized") +(site:reddit.com/r/kitchener OR site:reddit.com/r/waterloo OR site:reddit.com/r/toronto OR site:reddit.com/r/mississauga) +"iphone" ("won't turn on" OR "dead" OR "black screen" OR "repair") ``` -### Data Recovery - Specialist Sub +### iPhone Charging - Ontario GTA -**Alert Name:** `Data Recovery Specialist` -**Purpose:** Dedicated data recovery subreddit -**Expected Volume:** High (35,500+ results tested) -**Tested Relevance:** 10/10 (score 12.2) +**Alert Name:** `iPhone Charging - Ontario GTA` +**Purpose:** Catches iPhone charging problems in GTA +**Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga ``` -site:reddit.com/r/datarecovery ("hard drive" OR "lost files" OR "won't mount" OR "corrupted") +(site:reddit.com/r/kitchener OR site:reddit.com/r/waterloo OR site:reddit.com/r/toronto OR site:reddit.com/r/mississauga) +"iphone" ("won't charge" OR "not charging" OR "charging port broken") +``` + +### Data Recovery - Ontario GTA + +**Alert Name:** `Data Recovery - Ontario GTA` +**Purpose:** Catches hard drive/SSD failure posts in GTA +**Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga + +``` +(site:reddit.com/r/kitchener OR site:reddit.com/r/waterloo OR site:reddit.com/r/toronto OR site:reddit.com/r/mississauga) +("hard drive" OR "hdd" OR "ssd") ("died" OR "won't mount" OR "lost files" OR "not recognized" OR "data recovery") ``` --- -## ⭐ Tier 2: Medium Volume Alerts (Weekly Activity) +## ⭐ Tier 2: Western Canada Alerts -### PS5 Issues +### MacBook Repair - Western Canada -**Alert Name:** `PS5 Repair Issues` -**Purpose:** Catches PS5 hardware problems -**Expected Volume:** Medium (2,150+ results tested) -**Tested Relevance:** 10/10 (score 7.8) +**Alert Name:** `MacBook Repair - Western Canada` +**Purpose:** Catches MacBook issues in Western Canada +**Target Subreddits:** r/vancouver, r/VictoriaBC, r/Calgary, r/Edmonton ``` -site:reddit.com/r/techsupport "ps5" ("won't turn on" OR "no power" OR "black screen" OR "shut off") +(site:reddit.com/r/vancouver OR site:reddit.com/r/VictoriaBC OR site:reddit.com/r/Calgary OR site:reddit.com/r/Edmonton) +"macbook" ("won't turn on" OR "dead" OR "no power" OR "repair") ``` -### PS5 - PlayStation Sub +### Laptop Repair - Western Canada -**Alert Name:** `PS5 PlayStation Community` -**Purpose:** PS5 issues on main PlayStation subreddit -**Expected Volume:** High (13,700+ results tested) -**Tested Relevance:** 10/10 (score 7.7) +**Alert Name:** `Laptop Repair - Western Canada` +**Purpose:** Catches laptop issues in Western Canada +**Target Subreddits:** r/vancouver, r/VictoriaBC, r/Calgary, r/Edmonton ``` -site:reddit.com/r/playstation "ps5" ("won't turn on" OR "repair" OR "broken") +(site:reddit.com/r/vancouver OR site:reddit.com/r/VictoriaBC OR site:reddit.com/r/Calgary OR site:reddit.com/r/Edmonton) +"laptop" ("won't turn on" OR "dead" OR "no power" OR "repair") ``` -### Nintendo Switch Issues +### iPhone Repair - Western Canada -**Alert Name:** `Nintendo Switch Issues` -**Purpose:** Catches Switch hardware problems -**Expected Volume:** Low-Medium (395+ results tested) -**Tested Relevance:** 10/10 (score 14.8) +**Alert Name:** `iPhone Repair - Western Canada` +**Purpose:** Catches iPhone issues in Western Canada +**Target Subreddits:** r/vancouver, r/VictoriaBC, r/Calgary, r/Edmonton ``` -site:reddit.com/r/techsupport "nintendo switch" ("won't charge" OR "won't turn on" OR "black screen") +(site:reddit.com/r/vancouver OR site:reddit.com/r/VictoriaBC OR site:reddit.com/r/Calgary OR site:reddit.com/r/Edmonton) +"iphone" ("won't turn on" OR "dead" OR "black screen" OR "repair") ``` -### iPad Issues +### Data Recovery - Western Canada -**Alert Name:** `iPad Repair Issues` -**Purpose:** Catches iPad problems on Apple help -**Expected Volume:** Medium +**Alert Name:** `Data Recovery - Western Canada` +**Purpose:** Catches data recovery requests in Western Canada +**Target Subreddits:** r/vancouver, r/VictoriaBC, r/Calgary, r/Edmonton ``` -site:reddit.com/r/applehelp "ipad" ("won't turn on" OR "won't charge" OR "black screen" OR "broken screen") -``` - -### MacBook - Screen Issues - -**Alert Name:** `MacBook Screen Issues` -**Purpose:** MacBook display problems -**Expected Volume:** Medium - -``` -site:reddit.com/r/applehelp "macbook" ("screen" OR "display") ("cracked" OR "broken" OR "flickering" OR "black screen") +(site:reddit.com/r/vancouver OR site:reddit.com/r/VictoriaBC OR site:reddit.com/r/Calgary OR site:reddit.com/r/Edmonton) +("hard drive" OR "hdd" OR "ssd") ("died" OR "won't mount" OR "lost files" OR "data recovery") ``` --- -## 📍 Tier 3: City-Specific Alerts (Local Context) +## 📍 Tier 3: Eastern Canada & Prairies -For location-based targeting. Always include "repair" keyword with city subs. +### MacBook Repair - Eastern Canada -### MacBook Repair - Toronto - -**Alert Name:** `MacBook Repair Toronto` -**Purpose:** Toronto MacBook repair seekers -**Expected Volume:** Low (54+ results tested) -**Tested Relevance:** 10/10 (score 7.2) +**Alert Name:** `MacBook Repair - Eastern Canada` +**Purpose:** Catches MacBook issues in Eastern Canada +**Target Subreddits:** r/montreal, r/quebeccity, r/halifax, r/newfoundland ``` -site:reddit.com/r/toronto "macbook" "repair" +(site:reddit.com/r/montreal OR site:reddit.com/r/quebeccity OR site:reddit.com/r/halifax OR site:reddit.com/r/newfoundland) +"macbook" ("won't turn on" OR "dead" OR "no power" OR "repair") ``` -### MacBook Repair - Vancouver +### MacBook Repair - Prairies -**Alert Name:** `MacBook Repair Vancouver` -**Purpose:** Vancouver MacBook repair seekers -**Expected Volume:** Low (92+ results tested) -**Tested Relevance:** 10/10 (score 10.0) +**Alert Name:** `MacBook Repair - Prairies` +**Purpose:** Catches MacBook issues in Prairies +**Target Subreddits:** r/saskatoon, r/regina, r/winnipeg ``` -site:reddit.com/r/vancouver "macbook" "repair" +(site:reddit.com/r/saskatoon OR site:reddit.com/r/regina OR site:reddit.com/r/winnipeg) +"macbook" ("won't turn on" OR "dead" OR "no power" OR "repair") ``` -### Laptop Repair - Toronto +### Laptop Repair - Eastern Canada -**Alert Name:** `Laptop Repair Toronto` -**Purpose:** Toronto laptop repair requests -**Expected Volume:** Low-Medium +**Alert Name:** `Laptop Repair - Eastern Canada` +**Purpose:** Catches laptop issues in Eastern Canada +**Target Subreddits:** r/montreal, r/quebeccity, r/halifax ``` -site:reddit.com/r/toronto "laptop" "repair" +(site:reddit.com/r/montreal OR site:reddit.com/r/quebeccity OR site:reddit.com/r/halifax) +"laptop" ("won't turn on" OR "dead" OR "no power" OR "repair") ``` -### iPhone Repair - Toronto +### Data Recovery - Eastern Canada -**Alert Name:** `iPhone Repair Toronto` -**Purpose:** Toronto iPhone repair seekers -**Expected Volume:** Low +**Alert Name:** `Data Recovery - Eastern Canada` +**Purpose:** Catches data recovery requests in Eastern Canada +**Target Subreddits:** r/montreal, r/quebeccity, r/halifax ``` -site:reddit.com/r/toronto "iphone" "repair" -``` - -### Computer Repair - Vancouver - -**Alert Name:** `Computer Repair Vancouver` -**Purpose:** Vancouver computer repair requests -**Expected Volume:** Low-Medium - -``` -site:reddit.com/r/vancouver ("laptop" OR "computer" OR "pc") "repair" +(site:reddit.com/r/montreal OR site:reddit.com/r/quebeccity OR site:reddit.com/r/halifax) +("hard drive" OR "hdd" OR "ssd") ("died" OR "won't mount" OR "lost files" OR "data recovery") ``` --- -## 🔧 Tier 4: Specialized Repairs +## 🎮 Tier 4: Console Repairs (Canadian Subreddits) -### Xbox Repair +### PS5 Repair - Ontario GTA -**Alert Name:** `Xbox Repair Issues` -**Purpose:** Xbox hardware problems -**Expected Volume:** Medium +**Alert Name:** `PS5 Repair - Ontario GTA` +**Purpose:** Catches PS5 hardware problems in GTA +**Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga ``` -site:reddit.com/r/techsupport ("xbox" OR "xbox series x" OR "xbox one") ("won't turn on" OR "no power" OR "overheating") +(site:reddit.com/r/kitchener OR site:reddit.com/r/waterloo OR site:reddit.com/r/toronto OR site:reddit.com/r/mississauga) +"ps5" ("won't turn on" OR "no power" OR "black screen" OR "repair") ``` -### Gaming PC Issues +### PS5 Repair - Western Canada -**Alert Name:** `Gaming PC Issues` -**Purpose:** Gaming PC hardware problems -**Expected Volume:** High +**Alert Name:** `PS5 Repair - Western Canada` +**Purpose:** Catches PS5 issues in Western Canada +**Target Subreddits:** r/vancouver, r/VictoriaBC, r/Calgary, r/Edmonton ``` -site:reddit.com/r/techsupport ("gaming pc" OR "pc build") ("won't turn on" OR "no display" OR "won't boot") +(site:reddit.com/r/vancouver OR site:reddit.com/r/VictoriaBC OR site:reddit.com/r/Calgary OR site:reddit.com/r/Edmonton) +"ps5" ("won't turn on" OR "no power" OR "black screen" OR "repair") ``` -### Water Damage - General +### Nintendo Switch Repair - Ontario GTA -**Alert Name:** `Water Damage Electronics` -**Purpose:** All water damage posts -**Expected Volume:** Medium +**Alert Name:** `Switch Repair - Ontario GTA` +**Purpose:** Catches Switch hardware problems in GTA +**Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga ``` -site:reddit.com/r/techsupport ("spilled" OR "water damage" OR "liquid damage") ("laptop" OR "macbook" OR "phone") +(site:reddit.com/r/kitchener OR site:reddit.com/r/waterloo OR site:reddit.com/r/toronto OR site:reddit.com/r/mississauga) +"nintendo switch" ("won't charge" OR "won't turn on" OR "black screen" OR "repair") ``` -### SSD/HDD Clicking +### Xbox Repair - Ontario GTA -**Alert Name:** `Drive Clicking Sounds` -**Purpose:** Failing drives with clicking -**Expected Volume:** Medium +**Alert Name:** `Xbox Repair - Ontario GTA` +**Purpose:** Catches Xbox hardware problems in GTA +**Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga ``` -site:reddit.com/r/techsupport ("hard drive" OR "hdd") ("clicking" OR "beeping" OR "strange noise") -``` - -### Screen Repairs - -**Alert Name:** `Screen Repairs General` -**Purpose:** All screen repair needs -**Expected Volume:** High - -``` -site:reddit.com/r/techsupport ("screen" OR "display") ("cracked" OR "broken" OR "shattered" OR "black screen") +(site:reddit.com/r/kitchener OR site:reddit.com/r/waterloo OR site:reddit.com/r/toronto OR site:reddit.com/r/mississauga) +("xbox" OR "xbox series x") ("won't turn on" OR "no power" OR "repair") ``` --- @@ -290,10 +276,10 @@ site:reddit.com/r/techsupport ("screen" OR "display") ("cracked" OR "broken" OR ### Priority Setup Order: -1. **Start with Tier 1** (9 alerts) - Highest volume, best ROI -2. **Add Tier 2** (5 alerts) - Good supplementary coverage -3. **Add city-specific** (Tier 3) if you need local targeting -4. **Add specialized** (Tier 4) for niche coverage +1. **Start with Tier 1 - Ontario GTA** (10 alerts) - Highest population density +2. **Add Tier 2 - Western Canada** (4 alerts) - Major cities +3. **Add Tier 3 - Eastern/Prairies** (4 alerts) - Regional coverage +4. **Add Tier 4 - Consoles** (4 alerts) - Gaming device repairs ### Google Alerts Configuration: @@ -311,41 +297,41 @@ site:reddit.com/r/techsupport ("screen" OR "display") ("cracked" OR "broken" OR ### Expected Performance: -- **Tier 1 alerts:** Check daily, expect multiple posts -- **Tier 2 alerts:** Check 2-3x weekly, expect regular posts -- **Tier 3 alerts:** Check weekly, may have gaps -- **Tier 4 alerts:** Check weekly, specialized content +- **Tier 1 (GTA):** Check daily, expect regular posts +- **Tier 2 (Western):** Check 2-3x weekly, expect regular posts +- **Tier 3 (Eastern/Prairies):** Check weekly, may have gaps +- **Tier 4 (Consoles):** Check weekly, specialized content + +**Note:** Canadian regional subreddits have lower volume than global tech support subs, but these alerts target actual Canadian customers in your service areas. --- -## 📊 Validation Results +## 📊 Validation Notes -All alerts based on patterns that achieved: -- ✅ **100% success rate** (14/14 patterns tested) -- ✅ **10/10 relevant results** per query -- ✅ **Average relevance score: 11.0/10** -- ✅ **All results are actual repair requests** +**Consumer Language Validated:** +- ✅ "won't turn on" works better than "logic board repair" +- ✅ "dead" works better than "no power indicator" +- ✅ "won't charge" works better than "charging port repair" +- ✅ "black screen" works better than "display failure" -### Test Methodology: -- Playwright with anti-detection -- Human-like behavior simulation -- Polite 12-15s delays -- Relevance scoring based on keyword presence +**Canadian Subreddit Strategy:** +- Uses actual Canadian regional subreddits (r/toronto, r/vancouver, r/kitchener, etc.) +- Organized by Canadian regions (GTA, Ontario-Other, Western, Prairies, Eastern) +- Lower volume than global subs, but targets actual Canadian customers --- ## 🎯 Success Criteria -Each alert in this file meets: +Each alert in this file: - ✅ Uses consumer language (no technical jargon) -- ✅ Targets high-activity subreddits -- ✅ Tested and validated pattern -- ✅ Expected to produce regular results -- ✅ High relevance to repair services +- ✅ Targets Canadian regional subreddits +- ✅ Uses validated keyword patterns +- ✅ Stays within Google Alerts limits (≤8 site filters, ≤500 chars) -**Total Alerts:** 25 production-ready alerts -**Coverage:** MacBook, iPhone, iPad, Laptop, PS5, Switch, Xbox, Data Recovery -**Geographic:** Tech support (global) + Toronto/Vancouver (local) +**Total Alerts:** 22 production-ready alerts +**Coverage:** MacBook, iPhone, Laptop, Data Recovery, PS5, Switch, Xbox +**Geographic:** Canadian regions (GTA, Ontario-Other, Western, Prairies, Eastern) --- @@ -354,12 +340,12 @@ Each alert in this file meets: - ALERT_NAME markers removed (caused search issues) - Exclusion terms removed (not needed with targeted subs) - Queries kept simple and focused -- All patterns tested November 18, 2025 +- Consumer language patterns validated November 18, 2025 +- Canadian subreddit targeting updated November 21, 2025 - See `docs/REDDIT_KEYWORDS.md` for full conversion table **Next Steps:** -1. Set up Tier 1 alerts first (highest priority) +1. Set up Tier 1 alerts first (GTA - highest priority) 2. Monitor results for 1 week -3. Add Tier 2/3 based on needs +3. Add Tier 2/3/4 based on needs 4. Adjust keywords based on actual results received -