Community Intelligence Agent
Private monitoring dashboard
Listen-only community intelligence
Listen-only community intelligence
Wedding Wedge Intel
v2.0.2.12listen_onlyReddit: WedgeVeronicaAI: batchTime: America/Jamaica / EST
Review Response Drafts Separate Phase 2 workspace for human-reviewed curated response drafts.
Operational Readiness
Overall State
Needs review
Total Posts
676
Total Classifications
676
Unclassified
0
Pending Batch Jobs
0
Failed Batch Requests
5
Intelligence Records
325
Response Drafts
216
Operational state is a dashboard indicator only. It does not modify records or trigger retries.
Health
Status
Ready
Ready
Database
connected
connected
SMTP
connected
connected
Adapter
public_rss / API disabled
public_rss / API disabled
Pending Batch Jobs
0
0
App Local Time
2026-05-20 09:08:14 EST
2026-05-20 09:08:14 EST
DB Session Timezone
-05:00
-05:00
24-Hour Activity
Posts Last 24h
128
Classified Last 24h
128
Queued Batch Requests
180
Emails Last 24h
3
Email Failures Last 24h
0
Last Run
Type: Email Daily Digest Status: success Started: 2026-05-20 07:44:17 EST Finished: 2026-05-20 07:44:17 EST
Timer Run Visibility
| Process | Status | Started | Finished | Error |
|---|---|---|---|---|
| Scan Reddit | success | 2026-05-20 07:32:31 EST | 2026-05-20 07:32:40 EST | — |
| Submit Classification Batch | success | 2026-05-20 07:33:16 EST | 2026-05-20 07:33:17 EST | — |
| Sync Classification Results | success | 2026-05-20 07:38:12 EST | 2026-05-20 07:38:13 EST | — |
| Sync Geoapify | success | 2026-05-20 07:38:26 EST | 2026-05-20 07:38:35 EST | — |
| Submit Response Drafts | success | 2026-05-20 07:39:09 EST | 2026-05-20 07:39:10 EST | — |
| Sync Response Drafts | success | 2026-05-20 07:44:15 EST | 2026-05-20 07:44:16 EST | — |
| Email Daily Digest | success | 2026-05-20 07:44:17 EST | 2026-05-20 07:44:17 EST | — |
Operational sequence: Scan Reddit, Submit Classification Batch, Sync Classification Results, Sync Geoapify, Submit Response Drafts, Sync Response Drafts, Email Daily Digest.
Batch Lifecycle Summary
Batch Jobs
| Status | Count |
|---|---|
| succeeded | 21 |
| failed | 1 |
Batch Requests
| Status | Count |
|---|---|
| succeeded | 556 |
| queued | 180 |
| failed | 5 |
Digest & Email Status
Last Daily Summary Date
2026-05-20
2026-05-20
Last Daily Summary Created
2026-05-20 05:30:04 EST
2026-05-20 05:30:04 EST
Weekly Digests Saved
2
2
Last Weekly Period End
2026-05-17
2026-05-17
Last Weekly Digest Created
2026-05-17 06:00:02 EST
2026-05-17 06:00:02 EST
Last Email
2026-05-20 07:44:17 EST
2026-05-20 07:44:17 EST
Last Email Status
sent
sent
Last Email Subject
Wedding Wedge Intel Daily Digest — May 20, 2026
Wedding Wedge Intel Daily Digest — May 20, 2026
Recent Batch Jobs
| ID | Status | Lifecycle | Requests | Done | Failed | Submitted | Completed/Webhook | Error |
|---|---|---|---|---|---|---|---|---|
| 22 | succeeded | Synced complete | 5 | 5 | 0 | 2026-05-20 07:33:17 EST | 2026-05-20 07:38:13 EST | — |
| 21 | succeeded | Synced complete | 48 | 48 | 0 | 2026-05-20 06:44:25 EST | 2026-05-20 06:57:18 EST | — |
| 20 | succeeded | Synced complete | 75 | 75 | 0 | 2026-05-20 06:07:34 EST | 2026-05-20 06:14:24 EST | — |
| 19 | succeeded | Synced complete | 66 | 66 | 0 | 2026-05-19 01:30:05 EST | 2026-05-19 03:30:06 EST | — |
| 18 | succeeded | Synced complete | 67 | 67 | 0 | 2026-05-18 01:30:02 EST | 2026-05-18 03:30:06 EST | — |
| 17 | succeeded | Synced complete | 50 | 50 | 0 | 2026-05-17 02:00:05 EST | 2026-05-17 04:00:07 EST | — |
| 16 | succeeded | Synced complete | 4 | 4 | 0 | 2026-05-16 09:31:44 EST | 2026-05-16 09:33:32 EST | — |
| 15 | succeeded | Synced complete | 3 | 3 | 0 | 2026-05-16 08:05:22 EST | 2026-05-16 08:13:14 EST | — |
Recent Runs
| Process | Status | Started | Finished | Error |
|---|---|---|---|---|
| Email Daily Digest | success | 2026-05-20 07:44:17 EST | 2026-05-20 07:44:17 EST | — |
| Sync Response Drafts | success | 2026-05-20 07:44:15 EST | 2026-05-20 07:44:16 EST | — |
| Submit Response Drafts | success | 2026-05-20 07:39:09 EST | 2026-05-20 07:39:10 EST | — |
| Sync Geoapify | success | 2026-05-20 07:38:26 EST | 2026-05-20 07:38:35 EST | — |
| Sync Classification Results | success | 2026-05-20 07:38:12 EST | 2026-05-20 07:38:13 EST | — |
| Submit Classification Batch | success | 2026-05-20 07:33:16 EST | 2026-05-20 07:33:17 EST | — |
| Scan Reddit | success | 2026-05-20 07:32:31 EST | 2026-05-20 07:32:40 EST | — |
| Sync Response Drafts | success | 2026-05-20 07:00:37 EST | 2026-05-20 07:00:38 EST | — |
Intelligence Signals
High Intent
106
Budget Pressure
159
Contract Signal
37
Destination Signal
71
Venue Signal
87
Vendor Signal
182
Guest Count Signal
90
Hidden Fee Signal
17
Timeline Pressure
94
Location Mentioned
89
Wedding Destination Locations
48
Venue City Locations
11
Vendor Market Locations
15
Lodging / Transportation Locations
0
Signals are internal market-intelligence indicators derived from public post text/classification output. They are not outreach triggers.
Intelligence Topics
| Topic | Count |
|---|---|
| attire | 57 |
| vendor | 48 |
| other | 35 |
| destination_wedding | 27 |
| budget | 20 |
| decor | 20 |
| family_pressure | 19 |
| photography_video | 18 |
| venue | 18 |
| catering_bar | 16 |
Before-Booking Segments
Before-Booking Records
89
High-Intent Before Booking
38
Before Deposit
0
Contract Review
1
Venue Shortlist
13
Vendor Comparison
32
Contract Before Booking
1
Budget Before Booking
94
These segments highlight posts most aligned with Wedding Wedge’s before-you-book positioning.
Planning Stage Distribution
| Planning Stage | Count |
|---|---|
| general_planning | 173 |
| post_booking_problem | 45 |
| early_research | 38 |
| vendor_comparison | 32 |
| other | 14 |
| venue_shortlist | 13 |
| guest_list_pressure | 4 |
| destination_logistics | 3 |
| budget_rework | 2 |
| contract_review | 1 |
Intent Level Distribution
| Intent Level | Count |
|---|---|
| urgent | 9 |
| high | 97 |
| medium | 156 |
| low | 63 |
Vendor Type / Category Segments
| Vendor Type or Category | Count |
|---|---|
| attire | 25 |
| venue | 20 |
| photographer | 18 |
| decor | 12 |
| catering_bar | 11 |
| florist | 10 |
| catering | 8 |
| wedding planner | 8 |
| bridal boutique | 6 |
| Jewelry | 6 |
Content Opportunities
| Topic | Intent | Stage | Opportunity | Mentions | Latest |
|---|---|---|---|---|---|
| reviews_red_flags | high | post_booking_problem | Educational guide on documenting service failures and navigating post-wedding refund requests. | 1 | 2026-05-20 07:38:13 EST |
| reviews_red_flags | high | post_booking_problem | checklist for documenting vendor failures | 1 | 2026-05-20 07:38:13 EST |
| reviews_red_flags | high | post_booking_problem | how to approach venue owners for partial refunds | 1 | 2026-05-20 07:38:13 EST |
| reviews_red_flags | high | post_booking_problem | Couples are increasingly seeking guidance on how to enforce contract terms when 'all-inclusive' venue packages fail to deliver promised labor-intensive services. | 1 | 2026-05-20 07:38:13 EST |
| venue | high | venue_shortlist | Transparency in venue pricing and how to evaluate all-inclusive packages efficiently. | 1 | 2026-05-20 06:57:18 EST |
| venue | high | venue_shortlist | how to get pricing from venues without touring | 1 | 2026-05-20 06:57:18 EST |
| venue | high | venue_shortlist | managing expectations for all-inclusive wedding packages | 1 | 2026-05-20 06:57:18 EST |
| venue | high | venue_shortlist | Users are frustrated by the lack of transparent pricing in the all-inclusive venue market, specifically regarding minimums and package inclusions. | 1 | 2026-05-20 06:57:18 EST |
| guest_count | high | guest_list_pressure | Practical advice on balancing traditional etiquette with modern budget constraints. | 1 | 2026-05-20 06:57:18 EST |
| guest_count | high | guest_list_pressure | How to handle 'courtesy' invites without breaking the bank | 1 | 2026-05-20 06:57:18 EST |
Use these as education/content prompts only. They are not Reddit outreach automation.
Mentioned Location Contexts
| Location Context | Count |
|---|---|
| wedding_destination | 48 |
| vendor_market | 15 |
| general_place_reference | 12 |
| venue_city | 11 |
| guest_travel_origin | 3 |
Locations are explicit post-text references only. This is not Reddit poster/user-location detection.
Top Mentioned Locations
| Location | Context | Mentions | Latest |
|---|---|---|---|
| Dominican Republic | wedding_destination | 2 | 2026-05-20 06:14:23 EST |
| New Jersey, Florida | guest_travel_origin | 2 | 2026-05-20 06:14:23 EST |
| Europe | wedding_destination | 2 | 2026-05-19 03:30:05 EST |
| South of France | wedding_destination | 2 | 2026-05-18 03:30:06 EST |
| United States | wedding_destination | 2 | 2026-05-18 03:30:06 EST |
| Las Vegas | wedding_destination | 2 | 2026-05-18 03:30:05 EST |
| India | vendor_market | 1 | 2026-05-20 07:38:13 EST |
| Puerto Rico | wedding_destination | 1 | 2026-05-20 06:57:18 EST |
| United States, Brazil | general_place_reference | 1 | 2026-05-20 06:57:18 EST |
| Southern California | venue_city | 1 | 2026-05-20 06:57:18 EST |
Recent Location-Signal Posts
| Location | Context | Confidence | Topic | Signal | Community | Post / Angle | Classified |
|---|---|---|---|---|---|---|---|
| India | vendor_market | 1.00 | vendor | — | weddings | Bridal meenakari sarees.. All over india free Shipping... 👍 none | 2026-05-20 07:38:13 EST |
| United States, Brazil | general_place_reference | 1.00 | attire | — | Weddingsunder10k | ($18k) Bridal jewelry recommendations Focus on styling advice for fusion/Western-Indian bridal looks. | 2026-05-20 06:57:18 EST |
| Southern California | venue_city | 0.95 | venue | Destination | Weddingsunder10k | (10k) Food and venue Transparency in venue pricing and how to evaluate all-inclusive packages efficiently. | 2026-05-20 06:57:18 EST |
| Puerto Rico | wedding_destination | 1.00 | destination_wedding | Destination | DIYweddings | DIYing Destination-ish Wedding -- Tips Welcome! Focus on practical, low-cost DIY strategies for destination weddings where shipping is a barrier. | 2026-05-20 06:57:18 EST |
| Houston | vendor_market | 1.00 | other | — | DIYweddings | August Wedding Florals in Houston - SOS Educational content on heat-tolerant floral varieties for summer weddings. | 2026-05-20 06:57:18 EST |
| South East, UK | vendor_market | 0.95 | decor | — | weddingplanning | Decor cost question? Educating couples on the value of professional decor services versus DIY stress. | 2026-05-20 06:57:17 EST |
| Chicago, New Jersey | general_place_reference | 1.00 | other | — | weddingplanning | Is a wedding card necessary if there's a registry? Clarifying modern wedding etiquette regarding gifts and cards for guests. | 2026-05-20 06:57:17 EST |
| Hamilton, Auckland | venue_city | 0.95 | venue | Destination | DestinationWeddings | Discover the Perfect Wedding Venue Hamilton Couples Love How to vet promotional venue posts for authenticity | 2026-05-20 06:57:17 EST |
Geoapify Enrichment Status
Geoapify Enabled
Yes
API Key Configured
Yes
Enriched Locations
68
Failed Enrichments
1
Expired Cache Records
Places Returned
1756
Radius Meters
25000
Daily Request Cap
25
Geoapify is optional and disabled by default. Enrichment is only for explicit mentioned locations that match approved wedding/location contexts.
Top Enriched Locations
| Location | Status | Places | Airports | Lodging | Tourism / Leisure | Event Support | Fallback Radius | Last Enriched | Expires |
|---|---|---|---|---|---|---|---|---|---|
| Seattle, WA, United States of America | success | 30 | 5 | 5 | 10 | 10 | No | 2026-05-20 06:15:58 EST | 2026-08-18 06:15:58 EST |
| Oregon Beaverton Plaza, Central Beaverton, Beaverton, OR, United States of America | success | 30 | 5 | 5 | 10 | 10 | No | 2026-05-20 06:15:48 EST | 2026-08-18 06:15:48 EST |
| Sweden, ME 04040, United States of America | success | 30 | 5 | 5 | 10 | 10 | No | 2026-05-20 06:15:40 EST | 2026-08-18 06:15:40 EST |
| Lisbon, Portugal | success | 30 | 5 | 5 | 10 | 10 | No | 2026-05-20 03:00:21 EST | 2026-08-18 03:00:21 EST |
| Brooklyn, New York, NY, United States of America | success | 30 | 5 | 5 | 10 | 10 | No | 2026-05-20 03:00:09 EST | 2026-08-18 03:00:09 EST |
| New York, NY, United States of America | success | 30 | 5 | 5 | 10 | 10 | No | 2026-05-19 07:16:56 EST | 2026-08-17 07:16:56 EST |
| Tuscany Villas, Ormond Beach, FL, United States of America | success | 30 | 5 | 5 | 10 | 10 | No | 2026-05-19 07:16:09 EST | 2026-08-17 07:16:09 EST |
| Seattle, WA, United States of America | success | 30 | 5 | 5 | 10 | 10 | No | 2026-05-19 07:16:02 EST | 2026-08-17 07:16:02 EST |
| Quartier de l'Europe, 75008 Paris, France | success | 30 | 5 | 5 | 10 | 10 | No | 2026-05-19 07:15:16 EST | 2026-08-17 07:15:16 EST |
| Manhattan, New York, NY, United States of America | success | 30 | 5 | 5 | 10 | 10 | No | 2026-05-17 05:01:32 EST | 2026-08-15 05:01:32 EST |
Location Planning Context
| Location | Places | Signals | Safe Response Angle | Last Enriched |
|---|---|---|---|---|
| India | 4 | Tourism or leisure context appears around the mentioned location. Local event-support categories appear around the mentioned location. | Ask practical before-you-book questions about travel access, guest logistics, vendor access, lodging, and venue restrictions. | 2026-05-20 07:38:35 EST |
| Hamilton Road, Herne Bay, Auckland 1011, New Zealand | 29 | Airport access appears available within the configured enrichment radius. Accommodation options appear in the configured enrichment radius. Tourism or leisure context appears around the mentioned location. | Ask practical before-you-book questions about travel access, guest logistics, vendor access, lodging, and venue restrictions. | 2026-05-20 06:58:23 EST |
| South-East Tower, Strand, Cardigan, SA43 1JA, United Kingdom | 26 | Airport access appears available within the configured enrichment radius. Accommodation options appear in the configured enrichment radius. Tourism or leisure context appears around the mentioned location. | Ask practical before-you-book questions about travel access, guest logistics, vendor access, lodging, and venue restrictions. | 2026-05-20 06:58:16 EST |
| Puerto Rico, United States of America | 25 | Accommodation options appear in the configured enrichment radius. Tourism or leisure context appears around the mentioned location. Local event-support categories appear around the mentioned location. | Ask practical before-you-book questions about travel access, guest logistics, vendor access, lodging, and venue restrictions. | 2026-05-20 06:58:13 EST |
| Houston, TX, United States of America | 28 | Airport access appears available within the configured enrichment radius. Accommodation options appear in the configured enrichment radius. Tourism or leisure context appears around the mentioned location. | Ask practical before-you-book questions about travel access, guest logistics, vendor access, lodging, and venue restrictions. | 2026-05-20 06:58:09 EST |
| Cabo San Lucas, BCS, Mexico | 26 | Airport access appears available within the configured enrichment radius. Accommodation options appear in the configured enrichment radius. Tourism or leisure context appears around the mentioned location. | Ask practical before-you-book questions about travel access, guest logistics, vendor access, lodging, and venue restrictions. | 2026-05-20 06:16:20 EST |
| Caribbean, Haiti | 2 | Tourism or leisure context appears around the mentioned location. | Ask practical before-you-book questions about travel access, guest logistics, vendor access, lodging, and venue restrictions. | 2026-05-20 06:16:16 EST |
| Pigeon Forge, TN, United States of America | 29 | Airport access appears available within the configured enrichment radius. Accommodation options appear in the configured enrichment radius. Tourism or leisure context appears around the mentioned location. | Ask practical before-you-book questions about travel access, guest logistics, vendor access, lodging, and venue restrictions. | 2026-05-20 06:16:12 EST |
Planning context is not a vendor endorsement, ranking, review score, or legal/contract recommendation.
Recent High-Intent Posts
| Intent | Topic | Stage | Signals | Community | Post / Angle | Classified |
|---|---|---|---|---|---|---|
| urgent | vendor | post_booking_problem | BudgetVendor: HMUA | weddingplanning | ISO: HMUA for 5/30/26 Strategies for securing last-minute wedding vendors within budget. | 2026-05-20 06:14:24 EST |
| urgent | attire | post_booking_problem | Vendor: menswear | weddingplanning | We know NOTHING about menswear, wow Groom's attire planning and common pitfalls | 2026-05-20 06:14:23 EST |
| urgent | family_pressure | guest_list_pressure | Budget | wedding | Kids at Wedding Debacle Navigating family expectations and guest list boundaries when parents contribute financially. | 2026-05-20 06:14:23 EST |
| urgent | invitations_stationery | post_booking_problem | ContractBudgetVendor: stationery vendor | wedding | I think I was scammed for my wedding invites....2 months to go Educate on vendor vetting, contract review, and timeline management for stationery. | 2026-05-20 06:14:23 EST |
| urgent | family_pressure | post_booking_problem | BudgetVendor: catering_bar | weddings | Wedding blusters Managing last-minute elopement logistics and family expectations | 2026-05-19 03:30:06 EST |
| urgent | invitations_stationery | post_booking_problem | ContractBudgetVendor: invitation designer | BigBudgetBrides | I think I was scammed with wedding invites...wedding is in 2 months. Vendor vetting and contract clauses for stationery | 2026-05-19 03:30:05 EST |
| urgent | venue | venue_shortlist | Budget | weddingplanning | Picking a venue is miserable Navigating venue F&B minimums for small guest lists | 2026-05-18 03:30:05 EST |
| urgent | venue | post_booking_problem | ContractBudgetVendor: Venue | weddingplanning | Marie Gabrielle in Dallas canceled our wedding venue booking (Harwood Hospitality) Educate on venue contract clauses for cancellations and contingency planning. | 2026-05-17 04:00:06 EST |
| urgent | venue | post_booking_problem | ContractBudgetVendor: venue | weddings | Last minute venue help Educate on venue contract clauses and contingency planning for vendor closures. | 2026-05-17 04:00:04 EST |
| high | reviews_red_flags | post_booking_problem | ContractVendor: venue coordinator | weddingplanning | Vendor didn’t fulfill paid wedding services - what would you do next? Educational guide on documenting service failures and navigating post-wedding refund requests. | 2026-05-20 07:38:13 EST |
Top Legacy Classification Topics
| Topic | Count |
|---|---|
| general_wedding_planning | 308 |
| attire | 57 |
| vendor | 48 |
| other | 29 |
| destination_wedding | 27 |
| decor | 20 |
| budget | 20 |
| family_pressure | 19 |
| photography_video | 18 |
| venue | 18 |
Safety Gates
No posting, commenting, voting, DM automation, vendor endorsements, review/red-flag analysis, or inferred Reddit poster/user-location storage exists in v2.0.0. Geoapify enrichment is optional, disabled by default, cached by explicit mentioned location only, and used for planning context.