tool

• id: 352
  tools_id: AOAT-000352
  tools_url: https://pi.exchange
  tools_name: PI.EXCHANGE
  publish_date: 2016-10-28
  is_active: 1
  created_at: 2025-07-23T05:58:33.471061
  updated_at: 2025-07-27T08:15:21.895024
  

---

badges

• tool_id: 352
  badge_id: 35
  is_active:
  created_at: 2025-08-31T09:33:15.206299
  value: 1
  id: 53184
  updated_at: 2025-08-31T12:56:27.351129
  value_text:
  

---

• tool_id: 352
  badge_id: 35
  is_active:
  created_at: 2025-08-31T10:09:32.566051
  value: 1
  id: 55402
  updated_at: 2025-08-31T12:56:27.351129
  value_text:
  

---

• tool_id: 352
  badge_id: 3
  is_active: 1
  created_at: 2025-07-19T09:09:05.686616
  value: 1
  id: 263
  updated_at: 2025-07-27T08:11:45.309133
  value_text:
  

---

• tool_id: 352
  badge_id: 17
  is_active: 1
  created_at: 2025-07-21T12:34:50.291939
  value: 1
  id: 2514
  updated_at: 2025-07-27T08:11:45.309133
  value_text:
  

---

• tool_id: 352
  badge_id: 25
  is_active: 1
  created_at: 2025-08-18T12:48:04.865642
  value: 6484098
  id: 31234
  updated_at: 2025-08-18T12:48:04.865642
  value_text:
  

---

• tool_id: 352
  badge_id: 26
  is_active: 1
  created_at: 2025-08-30T09:18:11.56029
  value: 1
  id: 44584
  updated_at: 2025-08-30T09:18:11.56029
  value_text:
  

---

• tool_id: 352
  badge_id: 35
  is_active: 1
  created_at: 2025-08-31T13:28:05.970383
  value: 1
  id: 66881
  updated_at: 2025-08-31T13:28:05.970383
  value_text:
  

---

images

• image_id: 1290
  tool_id: 352
  image_url: https://ageofai.tools/wp-content/uploads/img/AOAT-000352-img-686.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: 1291
  tool_id: 352
  image_url: https://ageofai.tools/wp-content/uploads/img/AOAT-000352-img-687.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: 64365
  tool_id: 352
  image_url: https://ageofai.tools/wp-content/uploads/fullsc/fullsc-352-jkHxi.png
  image_type: homefullsc
  alt_text:
  order:
  is_active: 1
  created_at: 2025-08-09T14:15:46.077932
  updated_at: 2025-08-09T14:15:46.077932
  

---

• image_id: 1288
  tool_id: 352
  image_url: https://ageofai.tools/wp-content/uploads/logo/AOAT-000352-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: 1289
  tool_id: 352
  image_url: https://ageofai.tools/wp-content/uploads/sc/AOAT-000352-sc-8617.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
  

---

pricing_models

• tool_id: 352
  pricing_model_id: 7
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 169
  updated_at: 2025-07-27T08:16:13.168523
  

---

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: 62088
  tool_id: 352
  source_id: 3
  score: 3.919317131
  weight:
  comment:
  created_at: 2025-08-08T13:32:07.978016
  is_active: 1
  updated_at: 2025-08-08T13:32:07.978016
  

---

• rating_id: 352
  tool_id: 352
  source_id: 3
  score: 4.467049
  weight:
  comment:
  created_at: 2025-06-28T07:49:38.28653
  is_active: 1
  updated_at: 2025-07-27T08:17:24.286376
  

---

seo

• seo_id: 352
  tool_id: 352
  title: Empower Everyone with Accessible AI on PI.EXCHANGE
  tldr:
  short_description: Build high-performing AI applications quickly & affordably with PI.EXCHANGE's intuitive machine learning platform.
  introduction_title: Machine Learning Demystified: PI.EXCHANGE Makes AI Accessible to All
  introduction_body: Machine learning is revolutionizing industries, but its complexity often acts as a barrier for many. PI.EXCHANGE addresses this challenge head-on with its innovative AI & Analytics Engine. This powerful platform empowers individuals and businesses to harness the potential of machine learning regardless of their technical expertise. By simplifying the process of building high-performance applications, PI.EXCHANGE democratizes access to AI, enabling users to create solutions for tasks like ai writing, generative ai content, chatbot development, ai image generation, and even ai video generation – all within minutes or hours. This eliminates the need for extensive coding knowledge or expensive resources, making cutting-edge AI technology truly accessible to everyone.
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  updated_at: 2025-07-27T08:11:20.221553
  

---

social_media

• tool_id: 352
  network_id: 12
  social_media_url: https://linkedin.com/company/pi.exchange
  is_active: 1
  created_at: 2025-07-01T18:37:01.857979
  id: 761
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 352
  network_id: 14
  social_media_url: https://twitter.com/piexchange
  is_active: 1
  created_at: 2025-07-01T18:37:01.857979
  id: 762
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 352
  network_id: 15
  social_media_url: https://facebook.com/pi.exchange
  is_active: 1
  created_at: 2025-07-01T18:37:01.857979
  id: 763
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 352
  network_id: 16
  social_media_url: privacy@pi.exchange
  is_active: 1
  created_at: 2025-07-01T18:37:01.857979
  id: 764
  updated_at: 2025-07-27T08:14:10.033253
  

---

tags

• tool_id: 352
  tag_id: 11
  weight: 1
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 1443
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 352
  tag_id: 25
  weight: 2
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 1444
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 352
  tag_id: 18
  weight: 3
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 1445
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 352
  tag_id: 3
  weight: 4
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 1446
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 352
  tag_id: 2
  weight: 5
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 1447
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 352
  tag_id: 7
  weight: 6
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 1448
  updated_at: 2025-07-27T08:14:35.369098
  

---

toolsets

• tool_id: 352
  toolset_id: 18
  weight: 1
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 3774
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 352
  toolset_id: 30
  weight: 2
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 3775
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 352
  toolset_id: 31
  weight: 3
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 3776
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 352
  toolset_id: 16
  weight: 4
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 3777
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 352
  toolset_id: 39
  weight: 5
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 3778
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 352
  toolset_id: 8
  weight: 6
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 3779
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 352
  toolset_id: 6
  weight: 7
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 3780
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 352
  toolset_id: 21
  weight: 8
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 3781
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 352
  toolset_id: 29
  weight: 9
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 3782
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 352
  toolset_id: 47
  weight: 10
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 3783
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 352
  toolset_id: 2
  weight: 11
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 3784
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 352
  toolset_id: 9
  weight: 12
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 3785
  updated_at: 2025-07-27T08:15:00.645841
  

---

jobs

• tool_id: 352
  job_id: 4
  weight: 1
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9147
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 5
  weight: 2
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9148
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 9
  weight: 3
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9149
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 23
  weight: 4
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9150
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 6
  weight: 5
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9151
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 8
  weight: 6
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9152
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 18
  weight: 7
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9153
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 22
  weight: 8
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9154
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 3
  weight: 9
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9155
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 21
  weight: 10
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9156
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 13
  weight: 11
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9157
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 24
  weight: 12
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9158
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 15
  weight: 13
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9159
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 1
  weight: 14
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9160
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 11
  weight: 15
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9161
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 16
  weight: 16
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9162
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 12
  weight: 17
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9163
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 17
  weight: 18
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9164
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 10
  weight: 19
  is_active: 1
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  id: 9165
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 14
  weight: 20
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9166
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 28
  weight: 21
  is_active: 1
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  id: 9167
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 2
  weight: 22
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9168
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 41
  weight: 23
  is_active: 1
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  id: 9169
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---

• tool_id: 352
  job_id: 25
  weight: 24
  is_active: 1
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  id: 9170
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 20
  weight: 25
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9171
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 7
  weight: 26
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9172
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 26
  weight: 27
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9173
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 27
  weight: 28
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9174
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 33
  weight: 29
  is_active: 1
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  id: 9175
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 32
  weight: 30
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9176
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 31
  weight: 31
  is_active: 1
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  id: 9177
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 29
  weight: 32
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9178
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 43
  weight: 33
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9179
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 34
  weight: 34
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9180
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 35
  weight: 35
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9181
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 36
  weight: 36
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9182
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 38
  weight: 37
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9183
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 37
  weight: 38
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9184
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 39
  weight: 39
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9185
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 19
  weight: 40
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9186
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 40
  weight: 41
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9187
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 42
  weight: 42
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9188
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 352
  job_id: 30
  weight: 43
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 9189
  updated_at: 2025-07-27T08:12:08.543303
  

---

platforms

• tool_id: 352
  platform_id: 1
  priority: 1
  platform_url: https://pi.exchange
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 351
  updated_at: 2025-08-15T00:09:23.534
  

---

• tool_id: 352
  platform_id: 1
  priority: 1
  platform_url: https://pi.exchange
  is_active: 1
  created_at: 2025-08-14T20:39:25.203294
  id: 29991
  updated_at: 2025-08-14T20:39:25.203294
  

---

• tool_id: 352
  platform_id: 8
  priority:
  platform_url: https://join.slack.com/t/piexchange-community/shared_invite/zt-zk2fbwkw-blJSAIVVQbn5d~CFXtrzSA
  is_active: 1
  created_at: 2025-09-06T17:23:10.654834
  id: 57738
  updated_at: 2025-09-06T17:23:10.654834
  

---

score_log

• log_id: 178860
  tool_id: 352
  final_score: 3.52
  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: 3.919317131 (w=58.000) | Base Score: 3.919 | Final: 3.520
  final_score_2: 3.520342405
  

---

• log_id: 163315
  tool_id: 352
  final_score: 3.53
  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: 3.919317131 (w=59.000) | Base Score: 3.919 | Final: 3.527
  final_score_2: 3.5271071464
  

---

• log_id: 141322
  tool_id: 352
  final_score: 3.52
  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: 3.919317131 (w=58.000) | Base Score: 3.919 | Final: 3.520
  final_score_2: 3.520342405
  

---

• log_id: 126967
  tool_id: 352
  final_score: 3.53
  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: 3.919317131 (w=49.000) | Base Score: 3.919 | Final: 3.527
  final_score_2: 3.5272560804
  

---

• log_id: 115834
  tool_id: 352
  final_score: 3.04
  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: 3.919317131 (w=49.000) | Base Score: 3.919 | Final: 3.039
  final_score_2: 3.0394696283
  

---

• log_id: 104701
  tool_id: 352
  final_score: 2.16
  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: 3.919317131 (w=49.000) | Base Score: 3.919 | Final: 2.160
  final_score_2: 2.1596260448
  

---

• log_id: 93568
  tool_id: 352
  final_score: 3.92
  logged_at: 2025-08-11T16:16:08.254948
  change_reason: weights updated to defaults
  triggered_by: Manual
  source_summary: Similar web Raiting: 3.919317131 (w=49.000)
  final_score_2: 3.919317131
  

---

• log_id: 64981
  tool_id: 352
  final_score: 0.4
  logged_at: 2025-08-11T16:10:08.878468
  change_reason: weights updated to defaults
  triggered_by: Manual
  source_summary: Similar web Raiting: 3.919317131 (w=5.00)
  final_score_2: 0.3999303195
  

---

• log_id: 62227
  tool_id: 352
  final_score: 3.92
  logged_at: 2025-08-11T08:59:06.780515
  change_reason: full recompute
  triggered_by: Manual
  source_summary: Similar web Raiting: 3.919317131 (w=1.0000)
  final_score_2: 3.919317131
  

---

• log_id: 59958
  tool_id: 352
  final_score: 4.19
  logged_at: 2025-08-08T13:32:07.978016
  change_reason: New rating added
  triggered_by: System
  source_summary: Similar web Raiting: 4.467049000 (weight: 1.0000), Similar web Raiting: 3.919317131 (weight: 1.0000)
  final_score_2: 4.1931830655
  

---

• log_id: 29875
  tool_id: 352
  final_score: 4.47
  logged_at: 2025-06-28T07:38:11.151992
  change_reason: New rating added
  triggered_by: System
  source_summary: Similar web Raiting: 4.467049000 (weight: 1.0000)
  final_score_2: 4.467049
  

---

last_update

• tool_id: 352
  last_update: 2025-08-31T13:28:05.970383
  

---