tool

• id: 2321
  tools_id: AOAT-002321
  tools_url: https://enki.com
  tools_name: Enki
  publish_date: 2004-03-31
  is_active: 1
  created_at: 2025-07-23T05:58:33.471061
  updated_at: 2025-07-27T08:15:21.895024
  company_domain:
  

---

badges

• tool_id: 2321
  badge_id: 35
  is_active:
  created_at: 2025-08-31T09:42:47.537763
  value: 1
  id: 53773
  updated_at: 2025-08-31T12:56:27.351129
  value_text:
  

---

• tool_id: 2321
  badge_id: 35
  is_active:
  created_at: 2025-08-31T10:41:10.397979
  value: 1
  id: 57370
  updated_at: 2025-08-31T12:56:27.351129
  value_text:
  

---

• tool_id: 2321
  badge_id: 3
  is_active: 1
  created_at: 2025-07-19T09:09:05.686616
  value: 2
  id: 853
  updated_at: 2025-07-27T08:11:45.309133
  value_text:
  

---

• tool_id: 2321
  badge_id: 17
  is_active: 1
  created_at: 2025-07-21T12:34:50.291939
  value: 1
  id: 4483
  updated_at: 2025-07-27T08:11:45.309133
  value_text:
  

---

• tool_id: 2321
  badge_id: 25
  is_active: 1
  created_at: 2025-08-18T13:39:15.943397
  value: 319298
  id: 32107
  updated_at: 2025-08-18T13:39:15.943397
  value_text:
  

---

• tool_id: 2321
  badge_id: 35
  is_active: 1
  created_at: 2025-08-31T13:13:34.477098
  value: 1
  id: 65977
  updated_at: 2025-08-31T13:13:34.477098
  value_text:
  

---

images

• image_id: 7061
  tool_id: 2321
  image_url: https://ageofai.tools/wp-content/uploads/img/AOAT-002321-img-3466.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: 7062
  tool_id: 2321
  image_url: https://ageofai.tools/wp-content/uploads/img/AOAT-002321-img-3467.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: 7063
  tool_id: 2321
  image_url: https://ageofai.tools/wp-content/uploads/img/AOAT-002321-img-3468.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: 65905
  tool_id: 2321
  image_url: https://ageofai.tools/wp-content/uploads/fullsc/fullsc-2321-fkYYL.png
  image_type: homefullsc
  alt_text:
  order:
  is_active: 1
  created_at: 2025-08-10T11:31:47.368154
  updated_at: 2025-08-10T11:31:47.368154
  

---

• image_id: 7059
  tool_id: 2321
  image_url: https://ageofai.tools/wp-content/uploads/logo/AOAT-002321-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: 7060
  tool_id: 2321
  image_url: https://ageofai.tools/wp-content/uploads/sc/AOAT-002321-sc-9784.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: 102928
  tool_id: 2321
  source_id: 3
  score: 4.925575498
  weight:
  comment:
  created_at: 2025-10-21T00:49:05.39434
  is_active: 1
  updated_at: 2025-10-21T00:49:05.39434
  

---

• rating_id: 86341
  tool_id: 2321
  source_id: 3
  score: 4.932454331
  weight:
  comment:
  created_at: 2025-09-17T17:45:05.374941
  is_active: 1
  updated_at: 2025-09-17T17:45:05.374941
  

---

• rating_id: 63633
  tool_id: 2321
  source_id: 3
  score: 4.946783832
  weight:
  comment:
  created_at: 2025-08-10T17:34:23.302698
  is_active: 1
  updated_at: 2025-08-10T17:34:23.302698
  

---

• rating_id: 2321
  tool_id: 2321
  source_id: 3
  score: 4.874118
  weight:
  comment:
  created_at: 2025-06-28T07:49:38.28653
  is_active: 1
  updated_at: 2025-07-27T08:17:24.286376
  

---

seo

• seo_id: 2321
  tool_id: 2321
  title: Enki: Your AI-Powered Skills Coach for Professional Growth
  tldr:
  short_description: Master in-demand skills with Enki's AI coach. Learn coding, no-code, AI & more. Boost your career or scale your team.
  introduction_title: Generative AI: Enki - Your Personalized Skills Coach
  introduction_body: Generative AI has revolutionized the way we learn and grow, and Enki is at the forefront of this transformation. Enki is an AI-powered skills coach designed to help professionals and teams unlock their full potential. This innovative tool provides personalized learning experiences in crucial hard skills like coding, no-code development, AI, data science, and more. With millions of users and over 10,000 paying customers, Enki has proven its effectiveness as a powerful AI assistant for individual learners. Additionally, Enki offers an enterprise product that empowers scaling companies like Jackpocket, Monzo, and Bolt to efficiently upskill their workforce at scale. Enki's AI-driven approach combines interactive lessons, personalized feedback, and engaging challenges to make learning efficient and enjoyable.
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  updated_at: 2025-07-27T08:11:20.221553
  

---

social_media

• tool_id: 2321
  network_id: 10
  social_media_url: https://tiktok.com/@enkidevs
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 3259
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 2321
  network_id: 13
  social_media_url: https://instagram.com/enkidevs
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 3260
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 2321
  network_id: 14
  social_media_url: https://twitter.com/enkidevs
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 3261
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 2321
  network_id: 15
  social_media_url: https://facebook.com/enkidevs
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 3262
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 2321
  network_id: 16
  social_media_url: concierge@enki.com
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 3263
  updated_at: 2025-07-27T08:14:10.033253
  

---

tags

• tool_id: 2321
  tag_id: 3
  weight: 1
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9200
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 2321
  tag_id: 25
  weight: 2
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9201
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 2321
  tag_id: 40
  weight: 3
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9202
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 2321
  tag_id: 83
  weight: 4
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9203
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 2321
  tag_id: 55
  weight: 5
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9204
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 2321
  tag_id: 18
  weight: 6
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9205
  updated_at: 2025-07-27T08:14:35.369098
  

---

toolsets

• tool_id: 2321
  toolset_id: 16
  weight: 1
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 24246
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 2321
  toolset_id: 39
  weight: 2
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 24247
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 2321
  toolset_id: 30
  weight: 3
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 24248
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 2321
  toolset_id: 31
  weight: 4
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 24249
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 2321
  toolset_id: 15
  weight: 5
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 24250
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 2321
  toolset_id: 28
  weight: 6
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 24251
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 2321
  toolset_id: 45
  weight: 7
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 24252
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 2321
  toolset_id: 7
  weight: 8
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 24253
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 2321
  toolset_id: 19
  weight: 9
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 24254
  updated_at: 2025-07-27T08:15:00.645841
  

---

jobs

• tool_id: 2321
  job_id: 4
  weight: 1
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56802
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 6
  weight: 2
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56803
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 8
  weight: 3
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56804
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 5
  weight: 4
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56805
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 18
  weight: 5
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56806
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 22
  weight: 6
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56807
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 3
  weight: 7
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56808
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 21
  weight: 8
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56809
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 13
  weight: 9
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56810
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 24
  weight: 10
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56811
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 15
  weight: 11
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56812
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 9
  weight: 12
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56813
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 1
  weight: 13
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56814
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 11
  weight: 14
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56815
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 16
  weight: 15
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56816
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 12
  weight: 16
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56817
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 17
  weight: 17
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56818
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 10
  weight: 18
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56819
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 23
  weight: 19
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56820
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 14
  weight: 20
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56821
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 28
  weight: 21
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56822
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 2
  weight: 22
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56823
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 41
  weight: 23
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56824
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 25
  weight: 24
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56825
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 20
  weight: 25
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56826
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 7
  weight: 26
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56827
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 26
  weight: 27
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56828
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 27
  weight: 28
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56829
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 33
  weight: 29
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56830
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 32
  weight: 30
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56831
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 31
  weight: 31
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56832
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 29
  weight: 32
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56833
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 43
  weight: 33
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56834
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 34
  weight: 34
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56835
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 35
  weight: 35
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56836
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 36
  weight: 36
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56837
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 38
  weight: 37
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56838
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 37
  weight: 38
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56839
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 39
  weight: 39
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56840
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 19
  weight: 40
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56841
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 40
  weight: 41
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56842
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 42
  weight: 42
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56843
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 2321
  job_id: 30
  weight: 43
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 56844
  updated_at: 2025-07-27T08:12:08.543303
  

---

platforms

• tool_id: 2321
  platform_id: 1
  priority: 1
  platform_url: https://enki.com
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 2319
  updated_at: 2025-08-15T15:58:07.788
  

---

• tool_id: 2321
  platform_id: 1
  priority: 1
  platform_url: https://enki.com
  is_active: 1
  created_at: 2025-08-15T12:28:09.542459
  id: 31890
  updated_at: 2025-08-15T12:28:09.542459
  

---

score_log

• log_id: 220351
  tool_id: 2321
  final_score: 4.42
  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: 4.925575498 (w=64.000) | Base Score: 4.926 | Final: 4.420
  final_score_2: 4.4197336711
  

---

• log_id: 211588
  tool_id: 2321
  final_score: 4.42
  logged_at: 2025-10-21T00:49:05.39434
  change_reason: New rating added | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.925575498 (w=58.000) | Base Score: 4.926 | Final: 4.424
  final_score_2: 4.424166689
  

---

• log_id: 202036
  tool_id: 2321
  final_score: 4.43
  logged_at: 2025-09-17T17:45:05.374941
  change_reason: New rating added | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.932454331 (w=58.000) | Base Score: 4.932 | Final: 4.430
  final_score_2: 4.4303452775
  

---

• log_id: 179974
  tool_id: 2321
  final_score: 4.44
  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: 4.946783832 (w=58.000) | Base Score: 4.947 | Final: 4.443
  final_score_2: 4.4432160783
  

---

• log_id: 164429
  tool_id: 2321
  final_score: 4.45
  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: 4.946783832 (w=59.000) | Base Score: 4.947 | Final: 4.452
  final_score_2: 4.4517542271
  

---

• log_id: 141011
  tool_id: 2321
  final_score: 4.44
  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: 4.946783832 (w=58.000) | Base Score: 4.947 | Final: 4.443
  final_score_2: 4.4432160783
  

---

• log_id: 127922
  tool_id: 2321
  final_score: 4.45
  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: 4.946783832 (w=49.000) | Base Score: 4.947 | Final: 4.452
  final_score_2: 4.4519422049
  

---

• log_id: 116789
  tool_id: 2321
  final_score: 3.84
  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: 4.946783832 (w=49.000) | Base Score: 4.947 | Final: 3.836
  final_score_2: 3.8362803296
  

---

• log_id: 105656
  tool_id: 2321
  final_score: 2.73
  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: 4.946783832 (w=49.000) | Base Score: 4.947 | Final: 2.726
  final_score_2: 2.7257817739
  

---

• log_id: 94523
  tool_id: 2321
  final_score: 4.95
  logged_at: 2025-08-11T16:16:08.254948
  change_reason: weights updated to defaults
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.946783832 (w=49.000)
  final_score_2: 4.946783832
  

---

• log_id: 66950
  tool_id: 2321
  final_score: 0.5
  logged_at: 2025-08-11T16:10:08.878468
  change_reason: weights updated to defaults
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.946783832 (w=5.00)
  final_score_2: 0.5047738604
  

---

• log_id: 63275
  tool_id: 2321
  final_score: 4.95
  logged_at: 2025-08-11T08:59:06.780515
  change_reason: full recompute
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.946783832 (w=1.0000)
  final_score_2: 4.946783832
  

---

• log_id: 61015
  tool_id: 2321
  final_score: 4.91
  logged_at: 2025-08-10T17:34:23.302698
  change_reason: New rating added
  triggered_by: System
  source_summary: Similar web Raiting: 4.874118000 (weight: 1.0000), Similar web Raiting: 4.946783832 (weight: 1.0000)
  final_score_2: 4.910450916
  

---

• log_id: 31844
  tool_id: 2321
  final_score: 4.87
  logged_at: 2025-06-28T07:38:11.151992
  change_reason: New rating added
  triggered_by: System
  source_summary: Similar web Raiting: 4.874118000 (weight: 1.0000)
  final_score_2: 4.874118
  

---

last_update

• tool_id: 2321
  last_update: 2025-08-31T13:13:34.477098
  

---