tool

• id: 3377
  tools_id: AOAT-003377
  tools_url: https://github.com/uselotus/lotus
  tools_name: Lotus
  publish_date:
  is_active: 1
  created_at: 2025-07-23T05:58:33.471061
  updated_at: 2025-07-27T08:15:21.895024
  

---

badges

• tool_id: 3377
  badge_id: 35
  is_active:
  created_at: 2025-08-31T09:48:02.027428
  value: 1
  id: 54085
  updated_at: 2025-08-31T12:56:27.351129
  value_text:
  

---

• tool_id: 3377
  badge_id: 35
  is_active:
  created_at: 2025-08-31T10:58:11.086565
  value: 1
  id: 58426
  updated_at: 2025-08-31T12:56:27.351129
  value_text:
  

---

• tool_id: 3377
  badge_id: 3
  is_active: 1
  created_at: 2025-07-19T09:09:05.686616
  value: 2
  id: 1165
  updated_at: 2025-07-27T08:11:45.309133
  value_text:
  

---

• tool_id: 3377
  badge_id: 17
  is_active: 1
  created_at: 2025-07-21T12:34:50.291939
  value: 1
  id: 5539
  updated_at: 2025-07-27T08:11:45.309133
  value_text:
  

---

• tool_id: 3377
  badge_id: 26
  is_active: 1
  created_at: 2025-08-30T10:02:14.860629
  value: 1
  id: 46103
  updated_at: 2025-08-30T10:02:14.860629
  value_text:
  

---

• tool_id: 3377
  badge_id: 35
  is_active: 1
  created_at: 2025-08-31T13:36:35.710541
  value: 1
  id: 67411
  updated_at: 2025-08-31T13:36:35.710541
  value_text:
  

---

images

• image_id: 66705
  tool_id: 3377
  image_url: https://ageofai.tools/wp-content/uploads/fullsc/fullsc-3377-WT99n.png
  image_type: homefullsc
  alt_text:
  order:
  is_active: 1
  created_at: 2025-08-10T20:57:08.654451
  updated_at: 2025-08-10T20:57:08.654451
  

---

• image_id: 9779
  tool_id: 3377
  image_url: https://ageofai.tools/wp-content/uploads/logo/AOAT-003377-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: 72213
  tool_id: 3377
  image_url: https://ageofai.tools/wp-content/uploads/sc/AOAT-3377-sc-gTKxU.png
  image_type: screenshot
  alt_text:
  order:
  is_active: 1
  created_at: 2025-08-14T19:42:49.381958
  updated_at: 2025-08-14T19:42:49.381958
  

---

pricing_models

• tool_id: 3377
  pricing_model_id: 3
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 1257
  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: 64428
  tool_id: 3377
  source_id: 3
  score: 0
  weight:
  comment:
  created_at: 2025-08-11T02:27:10.255031
  is_active: 1
  updated_at: 2025-08-19T16:38:55.217612
  

---

• rating_id: 3377
  tool_id: 3377
  source_id: 3
  score: 0
  weight:
  comment:
  created_at: 2025-06-28T07:49:38.28653
  is_active: 1
  updated_at: 2025-08-19T16:38:55.217612
  

---

seo

• seo_id: 3377
  tool_id: 3377
  title: Lotus: Open-Source Pricing & Billing Engine for Every Business
  tldr:
  short_description: Automate pricing & billing with Lotus. Open-source engine for usage-based, per-seat, & custom plans.
  introduction_title: Automation for Pricing Perfection: Introducing Lotus
  introduction_body: Automation, alongside powerful AI tools, are revolutionizing how businesses manage pricing. Lotus is an open-source pricing and billing engine designed to empower businesses of all models – usage-based, per-seat, or custom – with intelligent automation. This real-time system allows you to optimize, test, and deploy your pricing strategies with precision, streamlining metering, entitlements, and invoice generation. By harnessing the power of machine learning, Lotus analyzes market trends and customer behavior to provide data-driven insights and recommendations, helping you maximize revenue and profitability.
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  updated_at: 2025-07-27T08:11:20.221553
  

---

social_media

• tool_id: 3377
  network_id: 9
  social_media_url: https://github.com/uselotus/lotus
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 4732
  updated_at: 2025-07-27T08:14:10.033253
  

---

tags

• tool_id: 3377
  tag_id: 17
  weight: 1
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 13310
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 3377
  tag_id: 38
  weight: 2
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 13311
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 3377
  tag_id: 11
  weight: 3
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 13312
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 3377
  tag_id: 25
  weight: 4
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 13313
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 3377
  tag_id: 162
  weight: 5
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 13314
  updated_at: 2025-07-27T08:14:35.369098
  

---

toolsets

• tool_id: 3377
  toolset_id: 17
  weight: 1
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 34899
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 3377
  toolset_id: 12
  weight: 2
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 34900
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 3377
  toolset_id: 18
  weight: 3
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 34901
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 3377
  toolset_id: 30
  weight: 4
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 34902
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 3377
  toolset_id: 31
  weight: 5
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 34903
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 3377
  toolset_id: 43
  weight: 6
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 34904
  updated_at: 2025-07-27T08:15:00.645841
  

---

jobs

• tool_id: 3377
  job_id: 21
  weight: 1
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 82268
  updated_at: 2025-08-18T07:08:50.971124
  

---

• tool_id: 3377
  job_id: 27
  weight: 2
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 82269
  updated_at: 2025-08-18T07:08:50.971124
  

---

• tool_id: 3377
  job_id: 4
  weight: 3
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 82270
  updated_at: 2025-08-18T07:08:50.971124
  

---

• tool_id: 3377
  job_id: 5
  weight: 4
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 82271
  updated_at: 2025-08-18T07:08:50.971124
  

---

• tool_id: 3377
  job_id: 9
  weight: 5
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 82272
  updated_at: 2025-08-18T07:08:50.971124
  

---

• tool_id: 3377
  job_id: 23
  weight: 6
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 82273
  updated_at: 2025-08-18T07:08:50.971124
  

---

• tool_id: 3377
  job_id: 20
  weight: 7
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 82274
  updated_at: 2025-08-18T07:08:50.971124
  

---

• tool_id: 3377
  job_id: 7
  weight: 1
  is_active: 1
  created_at: 2025-08-18T07:09:03.922285
  id: 274955
  updated_at: 2025-08-18T10:38:48.304
  

---

• tool_id: 3377
  job_id: 27
  weight: 2
  is_active: 1
  created_at: 2025-08-18T07:09:04.375016
  id: 274956
  updated_at: 2025-08-18T10:38:48.304
  

---

• tool_id: 3377
  job_id: 20
  weight: 3
  is_active: 1
  created_at: 2025-08-18T07:09:04.860946
  id: 274957
  updated_at: 2025-08-18T10:38:48.304
  

---

platforms

• tool_id: 3377
  platform_id: 1
  priority: 1
  platform_url: https://github.com/uselotus/lotus
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 3375
  updated_at: 2025-08-15T18:12:30.114
  

---

• tool_id: 3377
  platform_id: 16
  priority: 1
  platform_url: https://github.com/uselotus/lotus
  is_active: 1
  created_at: 2025-08-15T14:42:31.782225
  id: 32946
  updated_at: 2025-08-16T14:44:36.619389
  

---

• tool_id: 3377
  platform_id: 8
  priority:
  platform_url: https://join.slack.com/t/lotus-community/shared_invite/zt-1ghi61p9j-ADYbp3tEL~N16AxQr2mlzA
  is_active: 1
  created_at: 2025-09-06T18:47:58.289724
  id: 58664
  updated_at: 2025-09-06T18:47:58.289724
  

---

score_log

• log_id: 198943
  tool_id: 3377
  final_score: 0
  logged_at: 2025-08-19T16:46:03.853305
  change_reason: Updated function to include zero scores - recalculating all tools | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 0.000000000 (w=58.000) | Base Score: 0.000 | Final: 0.000
  final_score_2: 0
  

---

• log_id: 180560
  tool_id: 3377
  final_score: 4.49
  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: 4.999990000 (w=58.000) | Base Score: 5.000 | Final: 4.491
  final_score_2: 4.491006018
  

---

• log_id: 165015
  tool_id: 3377
  final_score: 4.5
  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: 4.999990000 (w=59.000) | Base Score: 5.000 | Final: 4.500
  final_score_2: 4.4996360007
  

---

• log_id: 140136
  tool_id: 3377
  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: 4.999990000 (w=58.000) | Base Score: 5.000 | Final: 4.491
  final_score_2: 4.491006018
  

---

• log_id: 128417
  tool_id: 3377
  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: 4.999990000 (w=49.000) | Base Score: 5.000 | Final: 4.500
  final_score_2: 4.4998260003
  

---

• log_id: 117284
  tool_id: 3377
  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: 4.999990000 (w=49.000) | Base Score: 5.000 | Final: 3.878
  final_score_2: 3.8775422449
  

---

• log_id: 106151
  tool_id: 3377
  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: 4.999990000 (w=49.000) | Base Score: 5.000 | Final: 2.755
  final_score_2: 2.7550994898
  

---

• log_id: 95018
  tool_id: 3377
  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: 4.999990000 (w=49.000)
  final_score_2: 4.99999
  

---

• log_id: 68006
  tool_id: 3377
  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: 4.999990000 (w=5.00)
  final_score_2: 0.5102030612
  

---

• log_id: 63829
  tool_id: 3377
  final_score: 5
  logged_at: 2025-08-11T08:59:06.780515
  change_reason: full recompute
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.999990000 (w=1.0000)
  final_score_2: 4.99999
  

---

• log_id: 61563
  tool_id: 3377
  final_score: 2.5
  logged_at: 2025-08-11T02:27:10.255031
  change_reason: New rating added
  triggered_by: System
  source_summary: Similar web Raiting: 0.000000000 (weight: 1.0000), Similar web Raiting: 4.999990000 (weight: 1.0000)
  final_score_2: 2.499995
  

---

• log_id: 32900
  tool_id: 3377
  final_score: 0
  logged_at: 2025-06-28T07:38:11.151992
  change_reason: New rating added
  triggered_by: System
  source_summary: Similar web Raiting: 0.000000000 (weight: 1.0000)
  final_score_2: 0
  

---

last_update

• tool_id: 3377
  last_update: 2025-08-31T13:36:35.710541
  

---