tool

• id: 2546
  tools_id: AOAT-002546
  tools_url: https://frase.io
  tools_name: Frase
  publish_date: 2015-12-26
  is_active: 1
  created_at: 2025-07-23T05:58:33.471061
  updated_at: 2025-10-29T09:48:34.73
  inbox_v2_id:
  

---

badges

• tool_id: 2546
  badge_id: 35
  is_active:
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  value: 1
  id: 53844
  updated_at: 2025-08-31T12:56:27.351129
  value_text:
  

---

• tool_id: 2546
  badge_id: 35
  is_active:
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  value: 1
  id: 57595
  updated_at: 2025-08-31T12:56:27.351129
  value_text:
  

---

• tool_id: 2546
  badge_id: 3
  is_active: 1
  created_at: 2025-07-19T09:09:05.686616
  value: 3
  id: 924
  updated_at: 2025-07-27T08:11:45.309133
  value_text:
  

---

• tool_id: 2546
  badge_id: 17
  is_active: 1
  created_at: 2025-07-21T12:34:50.291939
  value: 1
  id: 4708
  updated_at: 2025-07-27T08:11:45.309133
  value_text:
  

---

• tool_id: 2546
  badge_id: 25
  is_active: 1
  created_at: 2025-08-18T13:44:57.011924
  value: 190440
  id: 32205
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  value_text:
  

---

• tool_id: 2546
  badge_id: 35
  is_active: 1
  created_at: 2025-08-31T13:06:56.93785
  value: 1
  id: 65561
  updated_at: 2025-08-31T13:06:56.93785
  value_text:
  

---

• tool_id: 2546
  badge_id: 29
  is_active: 1
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  value: 1
  id: 98263
  updated_at: 2025-11-02T00:11:20.763646
  value_text:
  

---

• tool_id: 2546
  badge_id: 30
  is_active: 1
  created_at: 2025-10-30T16:50:12.483973
  value: 1
  id: 73213
  updated_at: 2025-10-30T16:50:12.483973
  value_text:
  

---

images

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  tool_id: 2546
  image_url: https://ageofai.tools/wp-content/uploads/img/AOAT-002546-img-3747.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: 7660
  tool_id: 2546
  image_url: https://ageofai.tools/wp-content/uploads/img/AOAT-002546-img-3748.png
  image_type: gallery
  alt_text:
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  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-07-27T08:07:15.656641
  

---

• image_id: 66078
  tool_id: 2546
  image_url: https://ageofai.tools/wp-content/uploads/fullsc/fullsc-2546-y4X13.png
  image_type: homefullsc
  alt_text:
  order:
  is_active: 1
  created_at: 2025-08-10T13:51:16.646252
  updated_at: 2025-08-10T13:51:16.646252
  

---

• image_id: 7657
  tool_id: 2546
  image_url: https://ageofai.tools/wp-content/uploads/logo/AOAT-002546-logo.webp
  image_type: logo
  alt_text:
  order:
  is_active: 1
  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-11-06T13:53:13.399
  

---

• image_id: 7658
  tool_id: 2546
  image_url: https://ageofai.tools/wp-content/uploads/sc/AOAT-002546-sc-9895.webp
  image_type: screenshot
  alt_text:
  order:
  is_active: 1
  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-11-05T00:44:56.58
  

---

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: 117519
  tool_id: 2546
  source_id: 1
  score: 5
  weight:
  comment: top_tools_job
  created_at: 2025-11-05T14:44:55.274822
  is_active: 1
  updated_at: 2025-11-05T14:44:55.274822
  

---

• rating_id: 116979
  tool_id: 2546
  source_id: 1
  score: 5
  weight:
  comment: top_tools_job
  created_at: 2025-11-01T06:22:03.699623
  is_active: 1
  updated_at: 2025-11-01T06:22:03.699623
  

---

• rating_id: 116529
  tool_id: 2546
  source_id: 1
  score: 5
  weight:
  comment: top_tools_job
  created_at: 2025-10-29T06:53:36.077841
  is_active: 1
  updated_at: 2025-10-29T06:53:36.077841
  

---

• rating_id: 115895
  tool_id: 2546
  source_id: 1
  score: 5
  weight:
  comment: top_tools_toolset
  created_at: 2025-10-27T09:19:08.198067
  is_active:
  updated_at: 2025-10-29T04:35:18.575599
  

---

• rating_id: 103066
  tool_id: 2546
  source_id: 3
  score: 4.962672832
  weight:
  comment:
  created_at: 2025-10-21T01:09:11.56958
  is_active: 1
  updated_at: 2025-10-21T01:09:11.56958
  

---

• rating_id: 86498
  tool_id: 2546
  source_id: 3
  score: 4.970108666
  weight:
  comment:
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  is_active: 1
  updated_at: 2025-09-17T18:12:56.508175
  

---

• rating_id: 63806
  tool_id: 2546
  source_id: 3
  score: 4.968260166
  weight:
  comment:
  created_at: 2025-08-10T19:31:51.501731
  is_active: 1
  updated_at: 2025-08-10T19:31:51.501731
  

---

• rating_id: 2546
  tool_id: 2546
  source_id: 3
  score: 4.957669
  weight:
  comment:
  created_at: 2025-06-28T07:49:38.28653
  is_active: 1
  updated_at: 2025-07-27T08:17:24.286376
  

---

seo

• seo_id: 2546
  tool_id: 2546
  title: Frase: Deliver Answers, Fuel the Future of Search
  tldr:
  short_description: Frase uses AI to create content that delivers direct answers, transforming search with conversational content and AI-powered insights.
  introduction_title: Generative AI: Frase - Transforming Content Creation for a Conversational Future
  introduction_body: Generative AI is revolutionizing how we create content. Frase leverages the power of large language models and natural language processing to empower you to deliver insightful answers directly within your content. Recognizing that the future of search lies in providing comprehensive answers rather than just links, Frase transforms your writing process. By harnessing the capabilities of AI writing assistants, Frase helps you craft compelling and SEO-optimized content that engages readers and drives results. Its intuitive interface makes it easy to generate high-quality text, streamline workflows, and ultimately, create a more conversational and engaging online experience.
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  updated_at: 2025-07-27T08:11:20.221553
  

---

social_media

• tool_id: 2546
  network_id: 12
  social_media_url: https://linkedin.com/company/fraseai
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 3598
  updated_at: 2025-07-27T08:14:10.033253
  

---

tags

• tool_id: 2546
  tag_id: 23
  weight: 1
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 10095
  updated_at: 2025-08-19T17:30:57.135599
  

---

• tool_id: 2546
  tag_id: 3
  weight: 2
  is_active:
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  id: 10096
  updated_at: 2025-08-19T17:30:57.135599
  

---

• tool_id: 2546
  tag_id: 18
  weight: 3
  is_active:
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  id: 10097
  updated_at: 2025-08-19T17:30:57.135599
  

---

• tool_id: 2546
  tag_id: 25
  weight: 4
  is_active:
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  id: 10098
  updated_at: 2025-08-19T17:30:57.135599
  

---

• tool_id: 2546
  tag_id: 34
  weight: 5
  is_active:
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  id: 10099
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---

• tool_id: 2546
  tag_id: 28
  weight: 6
  is_active:
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  id: 10100
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---

• tool_id: 2546
  tag_id: 25
  weight: 1
  is_active: 1
  created_at: 2025-08-19T17:31:25.496527
  id: 100706
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---

• tool_id: 2546
  tag_id: 91
  weight: 2
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  id: 100707
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---

• tool_id: 2546
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  weight: 3
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---

• tool_id: 2546
  tag_id: 23
  weight: 4
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  id: 100709
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---

• tool_id: 2546
  tag_id: 75
  weight: 5
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---

• tool_id: 2546
  tag_id: 32
  weight: 6
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  id: 100711
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---

• tool_id: 2546
  tag_id: 45
  weight: 7
  is_active: 1
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  id: 100712
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---

• tool_id: 2546
  tag_id: 282
  weight: 8
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  id: 100713
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---

• tool_id: 2546
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  id: 100714
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---

• tool_id: 2546
  tag_id: 138
  weight: 10
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  created_at: 2025-08-19T17:31:29.427033
  id: 100715
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---

toolsets

• tool_id: 2546
  toolset_id: 6
  weight: 1
  is_active:
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  id: 26543
  updated_at: 2025-08-19T13:30:07.177337
  

---

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  weight: 2
  is_active:
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  id: 26544
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---

• tool_id: 2546
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  weight: 3
  is_active:
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  id: 26545
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---

• tool_id: 2546
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  weight: 4
  is_active:
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  id: 26546
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---

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  weight: 5
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  id: 26547
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---

• tool_id: 2546
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  weight: 6
  is_active:
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  id: 26548
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---

• tool_id: 2546
  toolset_id: 16
  weight: 7
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  id: 26549
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---

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  weight: 8
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  id: 26550
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---

• tool_id: 2546
  toolset_id: 30
  weight: 9
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  id: 26551
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---

• tool_id: 2546
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  weight: 10
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  id: 26552
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---

• tool_id: 2546
  toolset_id: 31
  weight: 1
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  created_at: 2025-08-19T13:30:19.566895
  id: 143175
  updated_at: 2025-08-19T17:00:04.315
  

---

• tool_id: 2546
  toolset_id: 5
  weight: 2
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  created_at: 2025-08-19T13:30:20.018764
  id: 143176
  updated_at: 2025-08-19T17:00:04.315
  

---

• tool_id: 2546
  toolset_id: 13
  weight: 3
  is_active: 1
  created_at: 2025-08-19T13:30:20.472771
  id: 143177
  updated_at: 2025-08-19T17:00:04.315
  

---

jobs

• tool_id: 2546
  job_id: 23
  weight: 19
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62041
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 14
  weight: 20
  is_active:
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  id: 62042
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 28
  weight: 21
  is_active:
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  id: 62043
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---

• tool_id: 2546
  job_id: 2
  weight: 22
  is_active:
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  id: 62044
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 41
  weight: 23
  is_active:
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  id: 62045
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---

• tool_id: 2546
  job_id: 25
  weight: 24
  is_active:
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  id: 62046
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---

• tool_id: 2546
  job_id: 20
  weight: 25
  is_active:
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  id: 62047
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---

• tool_id: 2546
  job_id: 4
  weight: 1
  is_active:
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  id: 62023
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---

• tool_id: 2546
  job_id: 6
  weight: 2
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  id: 62024
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---

• tool_id: 2546
  job_id: 8
  weight: 3
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  id: 62025
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---

• tool_id: 2546
  job_id: 5
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  id: 62026
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 18
  weight: 5
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  id: 62027
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---

• tool_id: 2546
  job_id: 22
  weight: 6
  is_active:
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  id: 62028
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---

• tool_id: 2546
  job_id: 3
  weight: 7
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  id: 62029
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---

• tool_id: 2546
  job_id: 21
  weight: 8
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---

• tool_id: 2546
  job_id: 13
  weight: 9
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---

• tool_id: 2546
  job_id: 24
  weight: 10
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  id: 62032
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---

• tool_id: 2546
  job_id: 15
  weight: 11
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  id: 62033
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---

• tool_id: 2546
  job_id: 9
  weight: 12
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  id: 62034
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 1
  weight: 13
  is_active:
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  id: 62035
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 11
  weight: 14
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  id: 62036
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---

• tool_id: 2546
  job_id: 16
  weight: 15
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  id: 62037
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---

• tool_id: 2546
  job_id: 12
  weight: 16
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  id: 62038
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---

• tool_id: 2546
  job_id: 17
  weight: 17
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  id: 62039
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---

• tool_id: 2546
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  id: 62040
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---

• tool_id: 2546
  job_id: 7
  weight: 26
  is_active:
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  id: 62048
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---

• tool_id: 2546
  job_id: 26
  weight: 27
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62049
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 27
  weight: 28
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62050
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 33
  weight: 29
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62051
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 32
  weight: 30
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62052
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 31
  weight: 31
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62053
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 29
  weight: 32
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62054
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 43
  weight: 33
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62055
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 34
  weight: 34
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62056
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 35
  weight: 35
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62057
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 36
  weight: 36
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62058
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 38
  weight: 37
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62059
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 37
  weight: 38
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62060
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 39
  weight: 39
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62061
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 19
  weight: 40
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62062
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 40
  weight: 41
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62063
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 42
  weight: 42
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62064
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 30
  weight: 43
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 62065
  updated_at: 2025-08-19T08:03:08.524619
  

---

• tool_id: 2546
  job_id: 2
  weight: 1
  is_active: 1
  created_at: 2025-08-19T08:03:22.512701
  id: 277541
  updated_at: 2025-08-19T11:33:06.165
  

---

• tool_id: 2546
  job_id: 9
  weight: 2
  is_active: 1
  created_at: 2025-08-19T08:03:22.973391
  id: 277542
  updated_at: 2025-08-19T11:33:06.165
  

---

• tool_id: 2546
  job_id: 35
  weight: 3
  is_active: 1
  created_at: 2025-08-19T08:03:23.435794
  id: 277543
  updated_at: 2025-08-19T11:33:06.165
  

---

platforms

• id: 18323
  tool_id: 2546
  platform_id: 1
  priority:
  platform_url: https://frase.io
  platform_canonical_key:
  is_active: 1
  created_at: 2025-10-15T08:30:06.108305
  updated_at: 2025-10-15T08:30:06.108305
  company_domain: frase.io
  

---

score_log

• log_id: 259334
  tool_id: 2546
  final_score: 4.55
  logged_at: 2025-10-29T06:53:36.077841
  change_reason: New rating added | Coverage: 22.1% | Penalty: 0.9132
  triggered_by: System
  source_summary: Editor Raiting: 5.000000000 (w=45.333), Similar web Raiting: 4.962672832 (w=22.667) | Base Score: 4.988 | Final: 4.555
  final_score_2: 4.5545079336
  

---

• log_id: 259244
  tool_id: 2546
  final_score: 4.45
  logged_at: 2025-10-29T04:35:18.575599
  change_reason: Rating updated | Coverage: 7.4% | Penalty: 0.8968
  triggered_by: System
  source_summary: Similar web Raiting: 4.962672832 (w=68.000) | Base Score: 4.963 | Final: 4.450
  final_score_2: 4.4504803317
  

---

• log_id: 247153
  tool_id: 2546
  final_score: 4.55
  logged_at: 2025-10-27T09:27:41.288742
  change_reason: rating_sources changed | Coverage: 22.1% | Penalty: 0.9132
  triggered_by: System
  source_summary: Editor Raiting: 5.000000000 (w=45.333), Similar web Raiting: 4.962672832 (w=22.667) | Base Score: 4.988 | Final: 4.555
  final_score_2: 4.5545079336
  

---

• log_id: 233948
  tool_id: 2546
  final_score: 4.55
  logged_at: 2025-10-27T09:26:01.676479
  change_reason: rating_sources changed | Coverage: 20.9% | Penalty: 0.9119
  triggered_by: System
  source_summary: Editor Raiting: 5.000000000 (w=43.071), Similar web Raiting: 4.962672832 (w=23.929) | Base Score: 4.987 | Final: 4.547
  final_score_2: 4.5472336346
  

---

• log_id: 232400
  tool_id: 2546
  final_score: 4.52
  logged_at: 2025-10-27T09:19:08.198067
  change_reason: New rating added | Coverage: 17.2% | Penalty: 0.9077
  triggered_by: System
  source_summary: Editor Raiting: 5.000000000 (w=34.909), Similar web Raiting: 4.962672832 (w=29.091) | Base Score: 4.983 | Final: 4.523
  final_score_2: 4.5233333524
  

---

• log_id: 220455
  tool_id: 2546
  final_score: 4.45
  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: 4.962672832 (w=64.000) | Base Score: 4.963 | Final: 4.453
  final_score_2: 4.4530212202
  

---

• log_id: 211669
  tool_id: 2546
  final_score: 4.46
  logged_at: 2025-10-21T01:09:11.56958
  change_reason: New rating added | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.962672832 (w=58.000) | Base Score: 4.963 | Final: 4.457
  final_score_2: 4.4574876257
  

---

• log_id: 202128
  tool_id: 2546
  final_score: 4.46
  logged_at: 2025-09-17T18:12:56.508175
  change_reason: New rating added | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.970108666 (w=58.000) | Base Score: 4.970 | Final: 4.464
  final_score_2: 4.4641665141
  

---

• log_id: 180100
  tool_id: 2546
  final_score: 4.46
  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: 4.968260166 (w=58.000) | Base Score: 4.968 | Final: 4.463
  final_score_2: 4.4625061859
  

---

• log_id: 164555
  tool_id: 2546
  final_score: 4.47
  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: 4.968260166 (w=59.000) | Base Score: 4.968 | Final: 4.471
  final_score_2: 4.4710814029
  

---

• log_id: 145080
  tool_id: 2546
  final_score: 4.46
  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: 4.968260166 (w=58.000) | Base Score: 4.968 | Final: 4.463
  final_score_2: 4.4625061859
  

---

• log_id: 128026
  tool_id: 2546
  final_score: 4.47
  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: 4.968260166 (w=49.000) | Base Score: 4.968 | Final: 4.471
  final_score_2: 4.4712701968
  

---

• log_id: 116893
  tool_id: 2546
  final_score: 3.85
  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: 4.968260166 (w=49.000) | Base Score: 4.968 | Final: 3.853
  final_score_2: 3.8529354413
  

---

• log_id: 105760
  tool_id: 2546
  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: 4.968260166 (w=49.000) | Base Score: 4.968 | Final: 2.738
  final_score_2: 2.7376156849
  

---

• log_id: 94627
  tool_id: 2546
  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: 4.968260166 (w=49.000)
  final_score_2: 4.968260166
  

---

• log_id: 67175
  tool_id: 2546
  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: 4.968260166 (w=5.00)
  final_score_2: 0.5069653231
  

---

• log_id: 63396
  tool_id: 2546
  final_score: 4.97
  logged_at: 2025-08-11T08:59:06.780515
  change_reason: full recompute
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.968260166 (w=1.0000)
  final_score_2: 4.968260166
  

---

• log_id: 61136
  tool_id: 2546
  final_score: 4.96
  logged_at: 2025-08-10T19:31:51.501731
  change_reason: New rating added
  triggered_by: System
  source_summary: Similar web Raiting: 4.957669000 (weight: 1.0000), Similar web Raiting: 4.968260166 (weight: 1.0000)
  final_score_2: 4.962964583
  

---

• log_id: 32069
  tool_id: 2546
  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: 4.957669000 (weight: 1.0000)
  final_score_2: 4.957669
  

---

last_update

• tool_id: 2546
  last_update: 2025-11-06T13:53:13.399
  

---