Fix: Use Canadian subreddits instead of global tech support subs

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Colin 2025-11-21 15:09:41 -05:00
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# Production Reddit Alerts - Consumer Language (TUNED) # Production Reddit Alerts - Canadian Subreddits (TUNED)
**Generated:** November 18, 2025 **Generated:** November 21, 2025
**Status:** ✅ Validated with 100% success rate **Status:** ✅ Using validated consumer language with Canadian regional subreddits
**Based on:** Testing that achieved 10/10 relevant results per query **Based on:** Consumer language testing that achieved 10/10 relevant results
**Key Changes:** **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") - ✅ Consumer language only ("won't turn on" not "logic board repair")
- ✅ Removed ALERT_NAME markers - ✅ 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` **Alert Name:** `MacBook Repair - Ontario GTA`
**Purpose:** Catches MacBook power/boot problems on tech support subs **Purpose:** Catches MacBook power/boot problems in GTA subreddits
**Expected Volume:** High (7,770+ results tested) **Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga, r/brampton
**Tested Relevance:** 10/10 (score 10.8)
``` ```
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` **Alert Name:** `MacBook Repair - Ontario Other`
**Purpose:** Catches MacBook charging/battery problems **Purpose:** Catches MacBook issues in other Ontario subreddits
**Expected Volume:** High (25,400+ results tested) **Target Subreddits:** r/ontario, r/londonontario, r/HamiltonOntario, r/ottawa
**Tested Relevance:** 10/10 (score 11.8)
``` ```
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` **Alert Name:** `MacBook Repair - Western Canada`
**Purpose:** Catches MacBook liquid damage posts **Purpose:** Catches MacBook issues in Western Canadian subreddits
**Expected Volume:** Medium (2,260+ results tested) **Target Subreddits:** r/vancouver, r/VictoriaBC, r/Calgary, r/Edmonton
**Tested Relevance:** 10/10 (score 12.7)
``` ```
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` **Alert Name:** `MacBook Charging - Ontario GTA`
**Purpose:** Catches all laptop power problems **Purpose:** Catches MacBook charging/battery problems in GTA
**Expected Volume:** Very High (71,900+ results tested) **Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga
**Tested Relevance:** 10/10 (score 12.8)
``` ```
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` **Alert Name:** `MacBook Water Damage - Ontario GTA`
**Purpose:** Catches laptop screen/display problems **Purpose:** Catches MacBook liquid damage posts in GTA
**Expected Volume:** High (39,300+ results tested) **Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga
**Tested Relevance:** 10/10 (score 14.4)
``` ```
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` **Alert Name:** `Laptop Repair - Ontario GTA`
**Purpose:** Catches iPhone power/boot problems **Purpose:** Catches all laptop power problems in GTA
**Expected Volume:** High (15,900+ results tested) **Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga, r/brampton
**Tested Relevance:** 10/10 (score 13.2)
``` ```
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` **Alert Name:** `Laptop Display - Ontario GTA`
**Purpose:** Catches iPhone charging problems **Purpose:** Catches laptop screen/display problems in GTA
**Expected Volume:** Medium (2,610+ results tested) **Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga
**Tested Relevance:** 10/10 (score 10.3)
``` ```
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` **Alert Name:** `iPhone Repair - Ontario GTA`
**Purpose:** Catches hard drive/SSD failure posts **Purpose:** Catches iPhone power/boot problems in GTA
**Expected Volume:** High (39,400+ results tested) **Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga
**Tested Relevance:** 10/10 (score 7.5)
``` ```
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` **Alert Name:** `iPhone Charging - Ontario GTA`
**Purpose:** Dedicated data recovery subreddit **Purpose:** Catches iPhone charging problems in GTA
**Expected Volume:** High (35,500+ results tested) **Target Subreddits:** r/kitchener, r/waterloo, r/toronto, r/mississauga
**Tested Relevance:** 10/10 (score 12.2)
``` ```
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` **Alert Name:** `MacBook Repair - Western Canada`
**Purpose:** Catches PS5 hardware problems **Purpose:** Catches MacBook issues in Western Canada
**Expected Volume:** Medium (2,150+ results tested) **Target Subreddits:** r/vancouver, r/VictoriaBC, r/Calgary, r/Edmonton
**Tested Relevance:** 10/10 (score 7.8)
``` ```
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` **Alert Name:** `Laptop Repair - Western Canada`
**Purpose:** PS5 issues on main PlayStation subreddit **Purpose:** Catches laptop issues in Western Canada
**Expected Volume:** High (13,700+ results tested) **Target Subreddits:** r/vancouver, r/VictoriaBC, r/Calgary, r/Edmonton
**Tested Relevance:** 10/10 (score 7.7)
``` ```
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` **Alert Name:** `iPhone Repair - Western Canada`
**Purpose:** Catches Switch hardware problems **Purpose:** Catches iPhone issues in Western Canada
**Expected Volume:** Low-Medium (395+ results tested) **Target Subreddits:** r/vancouver, r/VictoriaBC, r/Calgary, r/Edmonton
**Tested Relevance:** 10/10 (score 14.8)
``` ```
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` **Alert Name:** `Data Recovery - Western Canada`
**Purpose:** Catches iPad problems on Apple help **Purpose:** Catches data recovery requests in Western Canada
**Expected Volume:** Medium **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") (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")
### 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")
``` ```
--- ---
## 📍 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 - Eastern Canada`
**Purpose:** Catches MacBook issues in Eastern Canada
**Alert Name:** `MacBook Repair Toronto` **Target Subreddits:** r/montreal, r/quebeccity, r/halifax, r/newfoundland
**Purpose:** Toronto MacBook repair seekers
**Expected Volume:** Low (54+ results tested)
**Tested Relevance:** 10/10 (score 7.2)
``` ```
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` **Alert Name:** `MacBook Repair - Prairies`
**Purpose:** Vancouver MacBook repair seekers **Purpose:** Catches MacBook issues in Prairies
**Expected Volume:** Low (92+ results tested) **Target Subreddits:** r/saskatoon, r/regina, r/winnipeg
**Tested Relevance:** 10/10 (score 10.0)
``` ```
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` **Alert Name:** `Laptop Repair - Eastern Canada`
**Purpose:** Toronto laptop repair requests **Purpose:** Catches laptop issues in Eastern Canada
**Expected Volume:** Low-Medium **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` **Alert Name:** `Data Recovery - Eastern Canada`
**Purpose:** Toronto iPhone repair seekers **Purpose:** Catches data recovery requests in Eastern Canada
**Expected Volume:** Low **Target Subreddits:** r/montreal, r/quebeccity, r/halifax
``` ```
site:reddit.com/r/toronto "iphone" "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")
### 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"
``` ```
--- ---
## 🔧 Tier 4: Specialized Repairs ## 🎮 Tier 4: Console Repairs (Canadian Subreddits)
### Xbox Repair ### PS5 Repair - Ontario GTA
**Alert Name:** `Xbox Repair Issues` **Alert Name:** `PS5 Repair - Ontario GTA`
**Purpose:** Xbox hardware problems **Purpose:** Catches PS5 hardware problems in GTA
**Expected Volume:** Medium **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` **Alert Name:** `PS5 Repair - Western Canada`
**Purpose:** Gaming PC hardware problems **Purpose:** Catches PS5 issues in Western Canada
**Expected Volume:** High **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` **Alert Name:** `Switch Repair - Ontario GTA`
**Purpose:** All water damage posts **Purpose:** Catches Switch hardware problems in GTA
**Expected Volume:** Medium **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` **Alert Name:** `Xbox Repair - Ontario GTA`
**Purpose:** Failing drives with clicking **Purpose:** Catches Xbox hardware problems in GTA
**Expected Volume:** Medium **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") (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")
### 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")
``` ```
--- ---
@ -290,10 +276,10 @@ site:reddit.com/r/techsupport ("screen" OR "display") ("cracked" OR "broken" OR
### Priority Setup Order: ### Priority Setup Order:
1. **Start with Tier 1** (9 alerts) - Highest volume, best ROI 1. **Start with Tier 1 - Ontario GTA** (10 alerts) - Highest population density
2. **Add Tier 2** (5 alerts) - Good supplementary coverage 2. **Add Tier 2 - Western Canada** (4 alerts) - Major cities
3. **Add city-specific** (Tier 3) if you need local targeting 3. **Add Tier 3 - Eastern/Prairies** (4 alerts) - Regional coverage
4. **Add specialized** (Tier 4) for niche coverage 4. **Add Tier 4 - Consoles** (4 alerts) - Gaming device repairs
### Google Alerts Configuration: ### Google Alerts Configuration:
@ -311,41 +297,41 @@ site:reddit.com/r/techsupport ("screen" OR "display") ("cracked" OR "broken" OR
### Expected Performance: ### Expected Performance:
- **Tier 1 alerts:** Check daily, expect multiple posts - **Tier 1 (GTA):** Check daily, expect regular posts
- **Tier 2 alerts:** Check 2-3x weekly, expect regular posts - **Tier 2 (Western):** Check 2-3x weekly, expect regular posts
- **Tier 3 alerts:** Check weekly, may have gaps - **Tier 3 (Eastern/Prairies):** Check weekly, may have gaps
- **Tier 4 alerts:** Check weekly, specialized content - **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: **Consumer Language Validated:**
- ✅ **100% success rate** (14/14 patterns tested) - ✅ "won't turn on" works better than "logic board repair"
- ✅ **10/10 relevant results** per query - ✅ "dead" works better than "no power indicator"
- ✅ **Average relevance score: 11.0/10** - ✅ "won't charge" works better than "charging port repair"
- ✅ **All results are actual repair requests** - ✅ "black screen" works better than "display failure"
### Test Methodology: **Canadian Subreddit Strategy:**
- Playwright with anti-detection - Uses actual Canadian regional subreddits (r/toronto, r/vancouver, r/kitchener, etc.)
- Human-like behavior simulation - Organized by Canadian regions (GTA, Ontario-Other, Western, Prairies, Eastern)
- Polite 12-15s delays - Lower volume than global subs, but targets actual Canadian customers
- Relevance scoring based on keyword presence
--- ---
## 🎯 Success Criteria ## 🎯 Success Criteria
Each alert in this file meets: Each alert in this file:
- ✅ Uses consumer language (no technical jargon) - ✅ Uses consumer language (no technical jargon)
- ✅ Targets high-activity subreddits - ✅ Targets Canadian regional subreddits
- ✅ Tested and validated pattern - ✅ Uses validated keyword patterns
- ✅ Expected to produce regular results - ✅ Stays within Google Alerts limits (≤8 site filters, ≤500 chars)
- ✅ High relevance to repair services
**Total Alerts:** 25 production-ready alerts **Total Alerts:** 22 production-ready alerts
**Coverage:** MacBook, iPhone, iPad, Laptop, PS5, Switch, Xbox, Data Recovery **Coverage:** MacBook, iPhone, Laptop, Data Recovery, PS5, Switch, Xbox
**Geographic:** Tech support (global) + Toronto/Vancouver (local) **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) - ALERT_NAME markers removed (caused search issues)
- Exclusion terms removed (not needed with targeted subs) - Exclusion terms removed (not needed with targeted subs)
- Queries kept simple and focused - 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 - See `docs/REDDIT_KEYWORDS.md` for full conversion table
**Next Steps:** **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 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 4. Adjust keywords based on actual results received