tool

• id: 5764
  tools_id: AOAT-005764
  tools_url: https://zefi.ai
  tools_name: Zefi AI
  publish_date: 2023-03-27
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---

badges

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images

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---

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---

pricing

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---

pricing_models

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---

all_pricing_models

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---

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---

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---

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---

active_pricing_model_names

ratings

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---

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---

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---

seo

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  tool_id: 5764
  title: Zefi AI: Your AI Copilot for Streamlined Product Development
  tldr:
  short_description: Streamline product development with Zefi's AI copilot. Generate roadmaps, prioritize feedback, and automate tasks.
  introduction_title: AI Copilot for Product Teams: Zefi Streamlines Development from Feedback to Roadmap
  introduction_body: AI copilot Zefi empowers product teams by collecting all data behind your applications and streamlining every step of the development process. This intelligent assistant automatically clusters internal and external feedback with AI, helping project managers prioritize insights and generate impactful initiatives. Zefi seamlessly pulls issues from issue tracking platforms, constructs comprehensive roadmaps, and even generates custom updates for stakeholders, revolutionizing product management with its powerful AI writing and ai summarization capabilities. By automating tedious tasks and providing actionable data-driven insights, Zefi frees up your team to focus on what truly matters: building exceptional products.
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---

social_media

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---

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---

tags

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---

toolsets

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  created_at: 2025-07-23T06:17:37.581901
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  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 5764
  job_id: 40
  weight: 41
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 136619
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 5764
  job_id: 42
  weight: 42
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 136620
  updated_at: 2025-07-27T08:12:08.543303
  

---

• tool_id: 5764
  job_id: 30
  weight: 43
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 136621
  updated_at: 2025-07-27T08:12:08.543303
  

---

platforms

• tool_id: 5764
  platform_id: 1
  priority: 1
  platform_url: https://zefi.ai
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 5762
  updated_at: 2025-08-15T23:07:19.119
  

---

• tool_id: 5764
  platform_id: 1
  priority: 1
  platform_url: https://zefi.ai
  is_active: 1
  created_at: 2025-08-15T19:37:20.766628
  id: 35333
  updated_at: 2025-08-15T19:37:20.766628
  

---

• tool_id: 5764
  platform_id: 8
  priority:
  platform_url: https://join.slack.com/t/zefiai/shared_invite/zt-24c7xfzia-O3mBVgFbsowKvwPWVtGg3Q
  is_active: 1
  created_at: 2025-09-07T07:54:16.045684
  id: 59485
  updated_at: 2025-09-07T07:54:16.045684
  

---

score_log

• log_id: 203467
  tool_id: 5764
  final_score: 4.41
  logged_at: 2025-09-18T00:30:04.351464
  change_reason: New rating added | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.913191997 (w=58.000) | Base Score: 4.913 | Final: 4.413
  final_score_2: 4.4130437913
  

---

• log_id: 181867
  tool_id: 5764
  final_score: 4.42
  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: 4.917002831 (w=58.000) | Base Score: 4.917 | Final: 4.416
  final_score_2: 4.4164666938
  

---

• log_id: 166322
  tool_id: 5764
  final_score: 4.42
  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: 4.917002831 (w=59.000) | Base Score: 4.917 | Final: 4.425
  final_score_2: 4.4249534407
  

---

• log_id: 149518
  tool_id: 5764
  final_score: 4.42
  logged_at: 2025-08-12T15:33:29.324923
  change_reason: New rating added | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.917002831 (w=58.000) | Base Score: 4.917 | Final: 4.416
  final_score_2: 4.4164666938
  

---

• log_id: 140904
  tool_id: 5764
  final_score: 4.38
  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: 4.874766000 (w=58.000) | Base Score: 4.875 | Final: 4.379
  final_score_2: 4.3785294455
  

---

• log_id: 129544
  tool_id: 5764
  final_score: 4.39
  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: 4.874766000 (w=49.000) | Base Score: 4.875 | Final: 4.387
  final_score_2: 4.3871285327
  

---

• log_id: 118411
  tool_id: 5764
  final_score: 3.78
  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: 4.874766000 (w=49.000) | Base Score: 4.875 | Final: 3.780
  final_score_2: 3.7804297807
  

---

• log_id: 107278
  tool_id: 5764
  final_score: 2.69
  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: 4.874766000 (w=49.000) | Base Score: 4.875 | Final: 2.686
  final_score_2: 2.6860984361
  

---

• log_id: 96145
  tool_id: 5764
  final_score: 4.87
  logged_at: 2025-08-11T16:16:08.254948
  change_reason: weights updated to defaults
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.874766000 (w=49.000)
  final_score_2: 4.874766
  

---

• log_id: 70393
  tool_id: 5764
  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: 4.874766000 (w=5.00)
  final_score_2: 0.497425102
  

---

• log_id: 35287
  tool_id: 5764
  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: 4.874766000 (weight: 1.0000)
  final_score_2: 4.874766
  

---

last_update

• tool_id: 5764
  last_update: 2025-08-31T13:09:28.499427
  

---