tool

• id: 2238
  tools_id: AOAT-002238
  tools_url: https://duolingo.com
  tools_name: Duolingo
  publish_date: 2010-10-10
  is_active: 1
  created_at: 2025-07-23T05:58:33.471061
  updated_at: 2025-07-27T08:15:21.895024
  

---

badges

• tool_id: 2238
  badge_id: 35
  is_active:
  created_at: 2025-08-31T09:42:26.877593
  value: 1
  id: 53753
  updated_at: 2025-08-31T12:56:27.351129
  value_text:
  

---

• tool_id: 2238
  badge_id: 35
  is_active:
  created_at: 2025-08-31T10:39:50.252181
  value: 1
  id: 57287
  updated_at: 2025-08-31T12:56:27.351129
  value_text:
  

---

• tool_id: 2238
  badge_id: 3
  is_active: 1
  created_at: 2025-07-19T09:09:05.686616
  value: 8
  id: 833
  updated_at: 2025-07-27T08:11:45.309133
  value_text:
  

---

• tool_id: 2238
  badge_id: 17
  is_active: 1
  created_at: 2025-07-21T12:34:50.291939
  value: 1
  id: 4400
  updated_at: 2025-07-27T08:11:45.309133
  value_text:
  

---

• tool_id: 2238
  badge_id: 24
  is_active: 1
  created_at: 2025-08-12T06:21:01.82119
  value: 1
  id: 30940
  updated_at: 2025-08-12T06:21:01.82119
  value_text:
  

---

• tool_id: 2238
  badge_id: 25
  is_active: 1
  created_at: 2025-08-18T13:37:34.540818
  value: 532
  id: 32078
  updated_at: 2025-08-18T13:37:34.540818
  value_text:
  

---

• tool_id: 2238
  badge_id: 12
  is_active: 1
  created_at: 2025-08-21T21:00:01.118014
  value: 1
  id: 43495
  updated_at: 2025-08-21T21:00:01.118014
  value_text:
  

---

• tool_id: 2238
  badge_id: 35
  is_active: 1
  created_at: 2025-08-31T13:07:13.948524
  value: 1
  id: 65579
  updated_at: 2025-08-31T13:07:13.948524
  value_text:
  

---

images

• image_id: 6825
  tool_id: 2238
  image_url: https://ageofai.tools/wp-content/uploads/img/AOAT-002238-img-3353.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: 6826
  tool_id: 2238
  image_url: https://ageofai.tools/wp-content/uploads/img/AOAT-002238-img-3354.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: 6827
  tool_id: 2238
  image_url: https://ageofai.tools/wp-content/uploads/img/AOAT-002238-img-3355.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: 6823
  tool_id: 2238
  image_url: https://ageofai.tools/wp-content/uploads/logo/AOAT-002238-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: 6824
  tool_id: 2238
  image_url: https://ageofai.tools/wp-content/uploads/sc/AOAT-002238-sc5-57.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: 86284
  tool_id: 2238
  source_id: 3
  score: 4.999908167
  weight:
  comment:
  created_at: 2025-09-17T17:34:41.290933
  is_active: 1
  updated_at: 2025-09-17T17:34:41.290933
  

---

• rating_id: 61520
  tool_id: 2238
  source_id: 3
  score: 4.9999115
  weight:
  comment:
  created_at: 2025-07-31T13:56:25.112435
  is_active: 1
  updated_at: 2025-07-31T13:56:25.112435
  

---

• rating_id: 2238
  tool_id: 2238
  source_id: 3
  score: 4.999506
  weight:
  comment:
  created_at: 2025-06-28T07:49:38.28653
  is_active: 1
  updated_at: 2025-07-27T08:17:24.286376
  

---

• rating_id: 65905
  tool_id: 2238
  source_id: 9
  score: 5
  weight:
  comment:
  created_at: 2025-08-12T06:21:01.308579
  is_active: 1
  updated_at: 2025-08-12T06:21:01.308579
  

---

seo

• seo_id: 2238
  tool_id: 2238
  title: Duolingo: Learn Languages with Fun, Personalized Lessons
  tldr:
  short_description: Learn languages anytime with Duolingo's interactive lessons & fun games.
  introduction_title: AI Writing for a New World: Duolingo's Innovative Approach to Language Learning
  introduction_body: AI writing tools like Duolingo are revolutionizing language learning. Duolingo is a platform that encompasses both a language-learning website and app, as well as a digital language proficiency assessment exam. Its purpose is to make language acquisition accessible, engaging, and effective for users of all levels. By leveraging gamification, bite-sized lessons, and AI-powered personalized feedback, Duolingo helps learners master new languages at their own pace. This innovative approach fosters fluency, comprehension, and cultural understanding in a fun and interactive manner.
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  updated_at: 2025-07-27T08:11:20.221553
  

---

social_media

• tool_id: 2238
  network_id: 9
  social_media_url: https://github.com/duolingo/halflife-regression
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 3139
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 2238
  network_id: 10
  social_media_url: https://tiktok.com/@duolingo
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 3140
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 2238
  network_id: 12
  social_media_url: https://linkedin.com/company/duolingo-english-test-
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 3141
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 2238
  network_id: 13
  social_media_url: https://instagram.com/duolingo
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 3142
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 2238
  network_id: 14
  social_media_url: https://twitter.com/duolingo
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 3143
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 2238
  network_id: 15
  social_media_url: https://facebook.com/duolingoenglishtest
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 3144
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 2238
  network_id: 16
  social_media_url: android@duolingo.com
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 3145
  updated_at: 2025-07-27T08:14:10.033253
  

---

tags

• tool_id: 2238
  tag_id: 3
  weight: 1
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 8871
  updated_at: 2025-08-19T07:55:05.359527
  

---

• tool_id: 2238
  tag_id: 27
  weight: 2
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 8872
  updated_at: 2025-08-19T07:55:05.359527
  

---

• tool_id: 2238
  tag_id: 25
  weight: 3
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 8873
  updated_at: 2025-08-19T07:55:05.359527
  

---

• tool_id: 2238
  tag_id: 18
  weight: 4
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 8874
  updated_at: 2025-08-19T07:55:05.359527
  

---

• tool_id: 2238
  tag_id: 23
  weight: 5
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 8875
  updated_at: 2025-08-19T07:55:05.359527
  

---

• tool_id: 2238
  tag_id: 244
  weight: 1
  is_active: 1
  created_at: 2025-08-19T07:55:37.065302
  id: 95016
  updated_at: 2025-08-19T07:55:37.065302
  

---

• tool_id: 2238
  tag_id: 47
  weight: 2
  is_active: 1
  created_at: 2025-08-19T07:55:37.517345
  id: 95017
  updated_at: 2025-08-19T07:55:37.517345
  

---

• tool_id: 2238
  tag_id: 55
  weight: 3
  is_active: 1
  created_at: 2025-08-19T07:55:37.954685
  id: 95018
  updated_at: 2025-08-19T07:55:37.954685
  

---

• tool_id: 2238
  tag_id: 157
  weight: 4
  is_active: 1
  created_at: 2025-08-19T07:55:38.391122
  id: 95019
  updated_at: 2025-08-19T07:55:38.391122
  

---

• tool_id: 2238
  tag_id: 177
  weight: 5
  is_active: 1
  created_at: 2025-08-19T07:55:38.83309
  id: 95020
  updated_at: 2025-08-19T07:55:38.83309
  

---

• tool_id: 2238
  tag_id: 27
  weight: 6
  is_active: 1
  created_at: 2025-08-19T07:55:39.271937
  id: 95021
  updated_at: 2025-08-19T07:55:39.271937
  

---

• tool_id: 2238
  tag_id: 34
  weight: 7
  is_active: 1
  created_at: 2025-08-19T07:55:39.711314
  id: 95022
  updated_at: 2025-08-19T07:55:39.711314
  

---

• tool_id: 2238
  tag_id: 11
  weight: 8
  is_active: 1
  created_at: 2025-08-19T07:55:40.147154
  id: 95023
  updated_at: 2025-08-19T07:55:40.147154
  

---

• tool_id: 2238
  tag_id: 318
  weight: 9
  is_active: 1
  created_at: 2025-08-19T07:55:40.590096
  id: 95024
  updated_at: 2025-08-19T07:55:40.590096
  

---

• tool_id: 2238
  tag_id: 87
  weight: 10
  is_active: 1
  created_at: 2025-08-19T07:55:41.02743
  id: 95025
  updated_at: 2025-08-19T07:55:41.02743
  

---

toolsets

• tool_id: 2238
  toolset_id: 16
  weight: 1
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23364
  updated_at: 2025-08-19T07:40:07.140425
  

---

• tool_id: 2238
  toolset_id: 39
  weight: 2
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23365
  updated_at: 2025-08-19T07:40:07.140425
  

---

• tool_id: 2238
  toolset_id: 7
  weight: 3
  is_active:
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  id: 23366
  updated_at: 2025-08-19T07:40:07.140425
  

---

• tool_id: 2238
  toolset_id: 28
  weight: 4
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23367
  updated_at: 2025-08-19T07:40:07.140425
  

---

• tool_id: 2238
  toolset_id: 30
  weight: 5
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23368
  updated_at: 2025-08-19T07:40:07.140425
  

---

• tool_id: 2238
  toolset_id: 31
  weight: 6
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23369
  updated_at: 2025-08-19T07:40:07.140425
  

---

• tool_id: 2238
  toolset_id: 6
  weight: 7
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23370
  updated_at: 2025-08-19T07:40:07.140425
  

---

• tool_id: 2238
  toolset_id: 23
  weight: 8
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23371
  updated_at: 2025-08-19T07:40:07.140425
  

---

• tool_id: 2238
  toolset_id: 5
  weight: 9
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23372
  updated_at: 2025-08-19T07:40:07.140425
  

---

• tool_id: 2238
  toolset_id: 35
  weight: 10
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 23373
  updated_at: 2025-08-19T07:40:07.140425
  

---

• tool_id: 2238
  toolset_id: 19
  weight: 1
  is_active: 1
  created_at: 2025-08-19T07:40:27.697123
  id: 141335
  updated_at: 2025-08-19T11:10:04.247
  

---

• tool_id: 2238
  toolset_id: 7
  weight: 2
  is_active: 1
  created_at: 2025-08-19T07:40:28.14397
  id: 141336
  updated_at: 2025-08-19T11:10:04.247
  

---

• tool_id: 2238
  toolset_id: 5
  weight: 3
  is_active: 1
  created_at: 2025-08-19T07:40:28.590202
  id: 141337
  updated_at: 2025-08-19T11:10:04.247
  

---

jobs

• tool_id: 2238
  job_id: 4
  weight: 1
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54553
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 6
  weight: 2
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54554
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 8
  weight: 3
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54555
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 5
  weight: 4
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54556
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 18
  weight: 5
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54557
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 22
  weight: 6
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54558
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 3
  weight: 7
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54559
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 21
  weight: 8
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54560
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 13
  weight: 9
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54561
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 24
  weight: 10
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54562
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 15
  weight: 11
  is_active:
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  id: 54563
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 9
  weight: 12
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54564
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 1
  weight: 13
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54565
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 11
  weight: 14
  is_active:
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  id: 54566
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 16
  weight: 15
  is_active:
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  id: 54567
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 12
  weight: 16
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54568
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 17
  weight: 17
  is_active:
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  id: 54569
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 10
  weight: 18
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54570
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 23
  weight: 19
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54571
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 14
  weight: 20
  is_active:
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  id: 54572
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 28
  weight: 21
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54573
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 2
  weight: 22
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54574
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 41
  weight: 23
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54575
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 25
  weight: 24
  is_active:
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  id: 54576
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 20
  weight: 25
  is_active:
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  id: 54577
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---

• tool_id: 2238
  job_id: 7
  weight: 26
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54578
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 26
  weight: 27
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54579
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 27
  weight: 28
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54580
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 33
  weight: 29
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54581
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 32
  weight: 30
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54582
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 31
  weight: 31
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54583
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 29
  weight: 32
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54584
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 43
  weight: 33
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54585
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 34
  weight: 34
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54586
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 35
  weight: 35
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54587
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 36
  weight: 36
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54588
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 38
  weight: 37
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54589
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 37
  weight: 38
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54590
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 39
  weight: 39
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54591
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 19
  weight: 40
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54592
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 40
  weight: 41
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54593
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 42
  weight: 42
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54594
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 30
  weight: 43
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54595
  updated_at: 2025-08-18T07:21:11.324964
  

---

• tool_id: 2238
  job_id: 20
  weight: 1
  is_active: 1
  created_at: 2025-08-18T07:21:23.895904
  id: 275038
  updated_at: 2025-08-18T10:50:48.458
  

---

• tool_id: 2238
  job_id: 7
  weight: 2
  is_active: 1
  created_at: 2025-08-18T07:21:24.367417
  id: 275039
  updated_at: 2025-08-18T10:50:48.458
  

---

• tool_id: 2238
  job_id: 12
  weight: 3
  is_active: 1
  created_at: 2025-08-18T07:21:24.836941
  id: 275040
  updated_at: 2025-08-18T10:50:48.458
  

---

• tool_id: 2238
  job_id: 4
  weight: 4
  is_active: 1
  created_at: 2025-08-18T07:21:25.303875
  id: 275041
  updated_at: 2025-08-18T10:50:48.458
  

---

• tool_id: 2238
  job_id: 3
  weight: 5
  is_active: 1
  created_at: 2025-08-18T07:21:25.771004
  id: 275042
  updated_at: 2025-08-18T10:50:48.458
  

---

platforms

• tool_id: 2238
  platform_id: 1
  priority: 1
  platform_url: https://duolingo.com
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 2237
  updated_at: 2025-08-15T15:48:09.895
  

---

• tool_id: 2238
  platform_id: 1
  priority: 1
  platform_url: https://duolingo.com
  is_active: 1
  created_at: 2025-08-15T12:18:11.564886
  id: 31807
  updated_at: 2025-08-15T12:18:11.564886
  

---

score_log

• log_id: 202008
  tool_id: 2238
  final_score: 4.58
  logged_at: 2025-09-17T17:34:41.290933
  change_reason: New rating added | Coverage: 24.1% | Penalty: 0.9155
  triggered_by: System
  source_summary: Similar web Raiting: 4.999908167 (w=20.714), Gemini Rating: 5.000000000 (w=37.286) | Base Score: 5.000 | Final: 4.577
  final_score_2: 4.5774199742
  

---

• log_id: 179928
  tool_id: 2238
  final_score: 4.58
  logged_at: 2025-08-19T16:20:53.067949
  change_reason: rating_sources changed | Coverage: 24.1% | Penalty: 0.9155
  triggered_by: System
  source_summary: Similar web Raiting: 4.999911500 (w=20.714), Gemini Rating: 5.000000000 (w=37.286) | Base Score: 5.000 | Final: 4.577
  final_score_2: 4.577421064
  

---

• log_id: 164383
  tool_id: 2238
  final_score: 4.58
  logged_at: 2025-08-19T16:20:25.813463
  change_reason: rating_sources changed | Coverage: 25.4% | Penalty: 0.9169
  triggered_by: System
  source_summary: Similar web Raiting: 4.999911500 (w=23.600), Gemini Rating: 5.000000000 (w=35.400) | Base Score: 5.000 | Final: 4.585
  final_score_2: 4.584577541
  

---

• log_id: 149034
  tool_id: 2238
  final_score: 4.58
  logged_at: 2025-08-12T06:21:01.308579
  change_reason: New rating added | Coverage: 24.1% | Penalty: 0.9155
  triggered_by: System
  source_summary: Similar web Raiting: 4.999911500 (w=20.714), Gemini Rating: 5.000000000 (w=37.286) | Base Score: 5.000 | Final: 4.577
  final_score_2: 4.577421064
  

---

• log_id: 146455
  tool_id: 2238
  final_score: 4.49
  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: 4.999911500 (w=58.000) | Base Score: 5.000 | Final: 4.491
  final_score_2: 4.490935509
  

---

• log_id: 127889
  tool_id: 2238
  final_score: 4.5
  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: 4.999911500 (w=49.000) | Base Score: 5.000 | Final: 4.500
  final_score_2: 4.4997553529
  

---

• log_id: 116756
  tool_id: 2238
  final_score: 3.88
  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: 4.999911500 (w=49.000) | Base Score: 5.000 | Final: 3.877
  final_score_2: 3.8774813674
  

---

• log_id: 105623
  tool_id: 2238
  final_score: 2.76
  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: 4.999911500 (w=49.000) | Base Score: 5.000 | Final: 2.755
  final_score_2: 2.7550562346
  

---

• log_id: 94490
  tool_id: 2238
  final_score: 5
  logged_at: 2025-08-11T16:16:08.254948
  change_reason: weights updated to defaults
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.999911500 (w=49.000)
  final_score_2: 4.9999115
  

---

• log_id: 66867
  tool_id: 2238
  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: 4.999911500 (w=5.00)
  final_score_2: 0.510195051
  

---

• log_id: 63231
  tool_id: 2238
  final_score: 5
  logged_at: 2025-08-11T08:59:06.780515
  change_reason: full recompute
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.999911500 (w=1.0000)
  final_score_2: 4.9999115
  

---

• log_id: 59461
  tool_id: 2238
  final_score: 5
  logged_at: 2025-07-31T13:56:25.112435
  change_reason: New rating added
  triggered_by: System
  source_summary: Similar web Raiting: 4.999506000 (weight: 1.0000), Similar web Raiting: 4.999911500 (weight: 1.0000)
  final_score_2: 4.99970875
  

---

• log_id: 31761
  tool_id: 2238
  final_score: 5
  logged_at: 2025-06-28T07:38:11.151992
  change_reason: New rating added
  triggered_by: System
  source_summary: Similar web Raiting: 4.999506000 (weight: 1.0000)
  final_score_2: 4.999506
  

---

last_update

• tool_id: 2238
  last_update: 2025-08-31T13:07:13.948524
  

---