tool

• id: 2231
  tools_id: AOAT-002231
  tools_url: https://dub.co
  tools_name: Dub
  publish_date: 2014-12-19
  is_active: 1
  created_at: 2025-07-23T05:58:33.471061
  updated_at: 2025-07-27T08:15:21.895024
  company_domain:
  

---

badges

• tool_id: 2231
  badge_id: 35
  is_active:
  created_at: 2025-08-31T09:42:24.814457
  value: 1
  id: 53750
  updated_at: 2025-08-31T12:56:27.351129
  value_text:
  

---

• tool_id: 2231
  badge_id: 35
  is_active:
  created_at: 2025-08-31T10:39:44.529382
  value: 1
  id: 57280
  updated_at: 2025-08-31T12:56:27.351129
  value_text:
  

---

• tool_id: 2231
  badge_id: 3
  is_active: 1
  created_at: 2025-07-19T09:09:05.686616
  value: 3
  id: 830
  updated_at: 2025-07-27T08:11:45.309133
  value_text:
  

---

• tool_id: 2231
  badge_id: 17
  is_active: 1
  created_at: 2025-07-21T12:34:50.291939
  value: 1
  id: 4393
  updated_at: 2025-07-27T08:11:45.309133
  value_text:
  

---

• tool_id: 2231
  badge_id: 25
  is_active: 1
  created_at: 2025-08-18T13:37:23.222532
  value: 160863
  id: 32075
  updated_at: 2025-08-18T13:37:23.222532
  value_text:
  

---

• tool_id: 2231
  badge_id: 35
  is_active: 1
  created_at: 2025-08-31T13:07:36.597705
  value: 1
  id: 65602
  updated_at: 2025-08-31T13:07:36.597705
  value_text:
  

---

images

• image_id: 6812
  tool_id: 2231
  image_url: https://ageofai.tools/wp-content/uploads/img/AOAT-002231-img-3347.png
  image_type: gallery
  alt_text:
  order: 1
  is_active: 1
  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-07-27T08:07:15.656641
  

---

• image_id: 6813
  tool_id: 2231
  image_url: https://ageofai.tools/wp-content/uploads/img/AOAT-002231-img-3348.png
  image_type: gallery
  alt_text:
  order: 2
  is_active: 1
  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-07-27T08:07:15.656641
  

---

• image_id: 6814
  tool_id: 2231
  image_url: https://ageofai.tools/wp-content/uploads/img/AOAT-002231-img-3349.png
  image_type: gallery
  alt_text:
  order: 3
  is_active: 1
  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-07-27T08:07:15.656641
  

---

• image_id: 65833
  tool_id: 2231
  image_url: error
  image_type: homefullsc
  alt_text:
  order:
  is_active:
  created_at: 2025-08-10T10:45:42.209886
  updated_at: 2025-08-10T10:45:42.209886
  

---

• image_id: 6810
  tool_id: 2231
  image_url: https://ageofai.tools/wp-content/uploads/logo/AOAT-002231-logo.png
  image_type: logo
  alt_text:
  order:
  is_active: 1
  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-07-27T08:07:15.656641
  

---

• image_id: 6811
  tool_id: 2231
  image_url: https://ageofai.tools/wp-content/uploads/sc/AOAT-002231-sc-9736.png
  image_type: screenshot
  alt_text:
  order:
  is_active: 1
  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-07-27T08:07:15.656641
  

---

all_pricing_models

• pricing_model_id: 9
  pricing_model_name: Hybrid Models
  is_active:
  sort: 0
  

---

• pricing_model_id: 10
  pricing_model_name: Deprecated/Legacy
  is_active:
  sort: 0
  

---

• pricing_model_id: 1
  pricing_model_name: Free
  is_active: 1
  sort: 1
  

---

• pricing_model_id: 2
  pricing_model_name: Freemium
  is_active: 1
  sort: 2
  

---

• pricing_model_id: 12
  pricing_model_name: Free Trial
  is_active: 1
  sort: 3
  

---

• pricing_model_id: 3
  pricing_model_name: Subscription
  is_active: 1
  sort: 6
  

---

• pricing_model_id: 4
  pricing_model_name: Pay-As-You-Go (PAYG)
  is_active: 1
  sort: 4
  

---

• pricing_model_id: 5
  pricing_model_name: One-Time Purchase
  is_active: 1
  sort: 7
  

---

• pricing_model_id: 6
  pricing_model_name: Credit or Token-Based
  is_active: 1
  sort: 5
  

---

• pricing_model_id: 7
  pricing_model_name: Custom Pricing
  is_active: 1
  sort: 8
  

---

• pricing_model_id: 8
  pricing_model_name: Performance-Based
  is_active: 1
  sort: 9
  

---

• pricing_model_id: 11
  pricing_model_name: Miscellaneous
  is_active: 1
  sort: 10
  

---

active_pricing_model_names

ratings

• rating_id: 102874
  tool_id: 2231
  source_id: 3
  score: 4.984837666
  weight:
  comment:
  created_at: 2025-10-21T00:41:21.649536
  is_active: 1
  updated_at: 2025-10-21T00:41:21.649536
  

---

• rating_id: 86280
  tool_id: 2231
  source_id: 3
  score: 4.978718833
  weight:
  comment:
  created_at: 2025-09-17T17:33:49.267769
  is_active: 1
  updated_at: 2025-09-17T17:33:49.267769
  

---

• rating_id: 63561
  tool_id: 2231
  source_id: 3
  score: 4.973189666
  weight:
  comment:
  created_at: 2025-08-10T16:44:39.705822
  is_active: 1
  updated_at: 2025-08-10T16:44:39.705822
  

---

• rating_id: 2231
  tool_id: 2231
  source_id: 3
  score: 4.964707
  weight:
  comment:
  created_at: 2025-06-28T07:49:38.28653
  is_active: 1
  updated_at: 2025-07-27T08:17:24.286376
  

---

seo

• seo_id: 2231
  tool_id: 2231
  title: Dub's Link Management: Streamline Your Marketing Workflow.
  tldr:
  short_description: Streamline your marketing with automated link templates for efficient campaign management.
  introduction_title: Automation & AI: Dub.co Streamlines Marketing for Modern Teams
  introduction_body: automation, API AI, and AI content generation are no longer futuristic concepts – they’re essential tools for today's marketing teams. Dub.co emerges as a powerful link management infrastructure designed to empower these modern teams. Its intuitive platform offers customizable templates, streamlined workflow automation, and seamless integration with leading AI marketing tools, including AI-powered content generators. Dub.co provides version control for all your links, ensuring accuracy and collaboration, while its robust API opens up endless possibilities for customization and integration within existing marketing stacks. By harnessing these features, marketing teams can achieve unparalleled efficiency, consistency, and creativity in their campaigns.
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  updated_at: 2025-07-27T08:11:20.221553
  

---

social_media

• tool_id: 2231
  network_id: 9
  social_media_url: https://github.com/dubinc/dub
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 3129
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 2231
  network_id: 12
  social_media_url: https://linkedin.com/company/dubinc
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 3130
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 2231
  network_id: 14
  social_media_url: https://twitter.com/dubdotco
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 3131
  updated_at: 2025-07-27T08:14:10.033253
  

---

tags

• tool_id: 2231
  tag_id: 8
  weight: 1
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 8855
  updated_at: 2025-08-19T16:21:38.350435
  

---

• tool_id: 2231
  tag_id: 17
  weight: 2
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 8856
  updated_at: 2025-08-19T16:21:38.350435
  

---

• tool_id: 2231
  tag_id: 38
  weight: 3
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 8857
  updated_at: 2025-08-19T16:21:38.350435
  

---

• tool_id: 2231
  tag_id: 91
  weight: 4
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 8858
  updated_at: 2025-08-19T16:21:38.350435
  

---

• tool_id: 2231
  tag_id: 63
  weight: 5
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 8859
  updated_at: 2025-08-19T16:21:38.350435
  

---

• tool_id: 2231
  tag_id: 76
  weight: 6
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 8860
  updated_at: 2025-08-19T16:21:38.350435
  

---

• tool_id: 2231
  tag_id: 63
  weight: 1
  is_active: 1
  created_at: 2025-08-20T20:52:22.813535
  id: 102102
  updated_at: 2025-08-20T20:52:22.813535
  

---

• tool_id: 2231
  tag_id: 309
  weight: 2
  is_active: 1
  created_at: 2025-08-20T20:52:23.284536
  id: 102103
  updated_at: 2025-08-20T20:52:23.284536
  

---

• tool_id: 2231
  tag_id: 81
  weight: 3
  is_active: 1
  created_at: 2025-08-20T20:52:23.742522
  id: 102104
  updated_at: 2025-08-20T20:52:23.742522
  

---

• tool_id: 2231
  tag_id: 176
  weight: 4
  is_active: 1
  created_at: 2025-08-20T20:52:24.196044
  id: 102105
  updated_at: 2025-08-20T20:52:24.196044
  

---

• tool_id: 2231
  tag_id: 325
  weight: 5
  is_active: 1
  created_at: 2025-08-20T20:52:24.658118
  id: 102106
  updated_at: 2025-08-20T20:52:24.658118
  

---

• tool_id: 2231
  tag_id: 90
  weight: 6
  is_active: 1
  created_at: 2025-08-20T20:52:25.118151
  id: 102107
  updated_at: 2025-08-20T20:52:25.118151
  

---

• tool_id: 2231
  tag_id: 171
  weight: 7
  is_active: 1
  created_at: 2025-08-20T20:52:25.570206
  id: 102108
  updated_at: 2025-08-20T20:52:25.570206
  

---

• tool_id: 2231
  tag_id: 110
  weight: 8
  is_active: 1
  created_at: 2025-08-20T20:52:26.023676
  id: 102109
  updated_at: 2025-08-20T20:52:26.023676
  

---

• tool_id: 2231
  tag_id: 38
  weight: 9
  is_active: 1
  created_at: 2025-08-20T20:52:26.480628
  id: 102110
  updated_at: 2025-08-20T20:52:26.480628
  

---

• tool_id: 2231
  tag_id: 203
  weight: 10
  is_active: 1
  created_at: 2025-08-20T20:52:26.934001
  id: 102111
  updated_at: 2025-08-20T20:52:26.934001
  

---

toolsets

• tool_id: 2231
  toolset_id: 6
  weight: 1
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23294
  updated_at: 2025-08-19T12:46:29.286337
  

---

• tool_id: 2231
  toolset_id: 17
  weight: 2
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23295
  updated_at: 2025-08-19T12:46:29.286337
  

---

• tool_id: 2231
  toolset_id: 12
  weight: 3
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23296
  updated_at: 2025-08-19T12:46:29.286337
  

---

• tool_id: 2231
  toolset_id: 18
  weight: 4
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23297
  updated_at: 2025-08-19T12:46:29.286337
  

---

• tool_id: 2231
  toolset_id: 10
  weight: 5
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23298
  updated_at: 2025-08-19T12:46:29.286337
  

---

• tool_id: 2231
  toolset_id: 23
  weight: 6
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23299
  updated_at: 2025-08-19T12:46:29.286337
  

---

• tool_id: 2231
  toolset_id: 5
  weight: 7
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23300
  updated_at: 2025-08-19T12:46:29.286337
  

---

• tool_id: 2231
  toolset_id: 35
  weight: 8
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23301
  updated_at: 2025-08-19T12:46:29.286337
  

---

• tool_id: 2231
  toolset_id: 30
  weight: 9
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23302
  updated_at: 2025-08-19T12:46:29.286337
  

---

• tool_id: 2231
  toolset_id: 36
  weight: 10
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23303
  updated_at: 2025-08-19T12:46:29.286337
  

---

• tool_id: 2231
  toolset_id: 31
  weight: 11
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23304
  updated_at: 2025-08-19T12:46:29.286337
  

---

• tool_id: 2231
  toolset_id: 14
  weight: 12
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23305
  updated_at: 2025-08-19T12:46:29.286337
  

---

• tool_id: 2231
  toolset_id: 26
  weight: 13
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23306
  updated_at: 2025-08-19T12:46:29.286337
  

---

• tool_id: 2231
  toolset_id: 33
  weight: 14
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23307
  updated_at: 2025-08-19T12:46:29.286337
  

---

• tool_id: 2231
  toolset_id: 22
  weight: 1
  is_active: 1
  created_at: 2025-08-20T20:43:52.109611
  id: 143838
  updated_at: 2025-08-21T00:13:28.257
  

---

• tool_id: 2231
  toolset_id: 14
  weight: 2
  is_active: 1
  created_at: 2025-08-20T20:43:52.577065
  id: 143839
  updated_at: 2025-08-21T00:13:28.257
  

---

• tool_id: 2231
  toolset_id: 17
  weight: 3
  is_active: 1
  created_at: 2025-08-20T20:43:53.038006
  id: 143840
  updated_at: 2025-08-21T00:13:28.257
  

---

jobs

• tool_id: 2231
  job_id: 21
  weight: 1
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54413
  updated_at: 2025-08-11T06:35:23.474668
  

---

• tool_id: 2231
  job_id: 27
  weight: 2
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54414
  updated_at: 2025-08-11T06:35:23.474668
  

---

• tool_id: 2231
  job_id: 4
  weight: 3
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54415
  updated_at: 2025-08-11T06:35:23.474668
  

---

• tool_id: 2231
  job_id: 5
  weight: 4
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54416
  updated_at: 2025-08-11T06:35:23.474668
  

---

• tool_id: 2231
  job_id: 9
  weight: 5
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54417
  updated_at: 2025-08-11T06:35:23.474668
  

---

• tool_id: 2231
  job_id: 23
  weight: 6
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54418
  updated_at: 2025-08-11T06:35:23.474668
  

---

• tool_id: 2231
  job_id: 2
  weight: 7
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54419
  updated_at: 2025-08-11T06:35:23.474668
  

---

• tool_id: 2231
  job_id: 35
  weight: 8
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54420
  updated_at: 2025-08-11T06:35:23.474668
  

---

• tool_id: 2231
  job_id: 36
  weight: 9
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54421
  updated_at: 2025-08-11T06:35:23.474668
  

---

• tool_id: 2231
  job_id: 40
  weight: 10
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54422
  updated_at: 2025-08-11T06:35:23.474668
  

---

• tool_id: 2231
  job_id: 18
  weight: 11
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54423
  updated_at: 2025-08-11T06:35:23.474668
  

---

• tool_id: 2231
  job_id: 29
  weight: 12
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54424
  updated_at: 2025-08-11T06:35:23.474668
  

---

• tool_id: 2231
  job_id: 39
  weight: 13
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54425
  updated_at: 2025-08-11T06:35:23.474668
  

---

• tool_id: 2231
  job_id: 30
  weight: 14
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54426
  updated_at: 2025-08-11T06:35:23.474668
  

---

• tool_id: 2231
  job_id: 35
  weight: 1
  is_active: 1
  created_at: 2025-08-11T06:35:37.03075
  id: 273515
  updated_at: 2025-08-11T10:05:21.678
  

---

• tool_id: 2231
  job_id: 2
  weight: 2
  is_active: 1
  created_at: 2025-08-11T06:35:37.484859
  id: 273516
  updated_at: 2025-08-11T10:05:21.678
  

---

• tool_id: 2231
  job_id: 12
  weight: 3
  is_active: 1
  created_at: 2025-08-11T06:35:37.938212
  id: 273517
  updated_at: 2025-08-11T10:05:21.678
  

---

• tool_id: 2231
  job_id: 7
  weight: 4
  is_active: 1
  created_at: 2025-08-11T06:35:38.389999
  id: 273518
  updated_at: 2025-08-11T10:05:21.678
  

---

• tool_id: 2231
  job_id: 27
  weight: 5
  is_active: 1
  created_at: 2025-08-11T06:35:38.845683
  id: 273519
  updated_at: 2025-08-11T10:05:21.678
  

---

• tool_id: 2231
  job_id: 20
  weight: 6
  is_active: 1
  created_at: 2025-08-11T06:35:39.298303
  id: 273520
  updated_at: 2025-08-11T10:05:21.678
  

---

• tool_id: 2231
  job_id: 21
  weight: 7
  is_active: 1
  created_at: 2025-08-11T06:35:39.754454
  id: 273521
  updated_at: 2025-08-11T10:05:21.678
  

---

• tool_id: 2231
  job_id: 29
  weight: 8
  is_active: 1
  created_at: 2025-08-11T06:35:40.206705
  id: 273522
  updated_at: 2025-08-11T10:05:21.678
  

---

platforms

• tool_id: 2231
  platform_id: 1
  priority: 1
  platform_url: https://dub.co
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 2230
  updated_at: 2025-08-15T15:47:25.491
  

---

• tool_id: 2231
  platform_id: 1
  priority: 1
  platform_url: https://dub.co
  is_active: 1
  created_at: 2025-08-15T12:17:27.205307
  id: 31800
  updated_at: 2025-08-15T12:17:27.205307
  

---

• tool_id: 2231
  platform_id: 16
  priority:
  platform_url: https://github.com/dubinc/dub
  is_active: 1
  created_at: 2025-09-06T18:17:23.670757
  id: 58359
  updated_at: 2025-09-06T18:17:23.670757
  

---

score_log

• log_id: 247010
  tool_id: 2231
  final_score: 4.47
  logged_at: 2025-10-27T09:27:41.288742
  change_reason: rating_sources changed | Coverage: 7.4% | Penalty: 0.8968
  triggered_by: System
  source_summary: Similar web Raiting: 4.984837666 (w=68.000) | Base Score: 4.985 | Final: 4.470
  final_score_2: 4.4703575553
  

---

• log_id: 233805
  tool_id: 2231
  final_score: 4.47
  logged_at: 2025-10-27T09:26:01.676479
  change_reason: rating_sources changed | Coverage: 7.5% | Penalty: 0.8969
  triggered_by: System
  source_summary: Similar web Raiting: 4.984837666 (w=67.000) | Base Score: 4.985 | Final: 4.471
  final_score_2: 4.4709657055
  

---

• log_id: 220313
  tool_id: 2231
  final_score: 4.47
  logged_at: 2025-10-26T16:43:16.543477
  change_reason: rating_sources changed | Coverage: 7.8% | Penalty: 0.8973
  triggered_by: System
  source_summary: Similar web Raiting: 4.984837666 (w=64.000) | Base Score: 4.985 | Final: 4.473
  final_score_2: 4.4729097922
  

---

• log_id: 211558
  tool_id: 2231
  final_score: 4.48
  logged_at: 2025-10-21T00:41:21.649536
  change_reason: New rating added | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.984837666 (w=58.000) | Base Score: 4.985 | Final: 4.477
  final_score_2: 4.4773961461
  

---

• log_id: 202005
  tool_id: 2231
  final_score: 4.47
  logged_at: 2025-09-17T17:33:49.267769
  change_reason: New rating added | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.978718833 (w=58.000) | Base Score: 4.979 | Final: 4.472
  final_score_2: 4.471900192
  

---

• log_id: 179924
  tool_id: 2231
  final_score: 4.47
  logged_at: 2025-08-19T16:20:53.067949
  change_reason: rating_sources changed | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.973189666 (w=58.000) | Base Score: 4.973 | Final: 4.467
  final_score_2: 4.4669338776
  

---

• log_id: 164379
  tool_id: 2231
  final_score: 4.48
  logged_at: 2025-08-19T16:20:25.813463
  change_reason: rating_sources changed | Coverage: 10.2% | Penalty: 0.8999
  triggered_by: System
  source_summary: Similar web Raiting: 4.973189666 (w=59.000) | Base Score: 4.973 | Final: 4.476
  final_score_2: 4.4755176029
  

---

• log_id: 142256
  tool_id: 2231
  final_score: 4.47
  logged_at: 2025-08-12T06:15:25.263278
  change_reason: Rating source weights updated | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.973189666 (w=58.000) | Base Score: 4.973 | Final: 4.467
  final_score_2: 4.4669338776
  

---

• log_id: 127886
  tool_id: 2231
  final_score: 4.48
  logged_at: 2025-08-11T16:36:22.187859
  change_reason: Applied precise penalty formula - Similar Web = 4.5 | Coverage: 10.2% | Penalty: 0.9000
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 4.973189666 (w=49.000) | Base Score: 4.973 | Final: 4.476
  final_score_2: 4.4757065841
  

---

• log_id: 116753
  tool_id: 2231
  final_score: 3.86
  logged_at: 2025-08-11T16:32:06.680827
  change_reason: Applied milder penalty formula - v2 | Coverage: 10.2% | Penalty: 0.776
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 4.973189666 (w=49.000) | Base Score: 4.973 | Final: 3.857
  final_score_2: 3.8567583179
  

---

• log_id: 105620
  tool_id: 2231
  final_score: 2.74
  logged_at: 2025-08-11T16:28:07.06408
  change_reason: Applied new fair penalty system | Coverage: 10.2% | Penalty: 0.551
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 4.973189666 (w=49.000) | Base Score: 4.973 | Final: 2.740
  final_score_2: 2.7403319429
  

---

• log_id: 94487
  tool_id: 2231
  final_score: 4.97
  logged_at: 2025-08-11T16:16:08.254948
  change_reason: weights updated to defaults
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.973189666 (w=49.000)
  final_score_2: 4.973189666
  

---

• log_id: 66860
  tool_id: 2231
  final_score: 0.51
  logged_at: 2025-08-11T16:10:08.878468
  change_reason: weights updated to defaults
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.973189666 (w=5.00)
  final_score_2: 0.5074683333
  

---

• log_id: 63227
  tool_id: 2231
  final_score: 4.97
  logged_at: 2025-08-11T08:59:06.780515
  change_reason: full recompute
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.973189666 (w=1.0000)
  final_score_2: 4.973189666
  

---

• log_id: 60968
  tool_id: 2231
  final_score: 4.97
  logged_at: 2025-08-10T16:44:39.705822
  change_reason: New rating added
  triggered_by: System
  source_summary: Similar web Raiting: 4.964707000 (weight: 1.0000), Similar web Raiting: 4.973189666 (weight: 1.0000)
  final_score_2: 4.968948333
  

---

• log_id: 31754
  tool_id: 2231
  final_score: 4.96
  logged_at: 2025-06-28T07:38:11.151992
  change_reason: New rating added
  triggered_by: System
  source_summary: Similar web Raiting: 4.964707000 (weight: 1.0000)
  final_score_2: 4.964707
  

---

last_update

• tool_id: 2231
  last_update: 2025-08-31T13:07:36.597705
  

---