From de4b6c291b0aa2786b87c8295abee90b93c6b8a2 Mon Sep 17 00:00:00 2001
From: Emanherawy <eman.herawy@gmail.com>
Date: Wed, 3 Jan 2024 05:27:14 +0300
Subject: [PATCH 1/4] add web3/crypto companies

---
 dataset/companies/Crypto.yaml | 6 ++++++
 1 file changed, 6 insertions(+)
 create mode 100644 dataset/companies/Crypto.yaml

diff --git a/dataset/companies/Crypto.yaml b/dataset/companies/Crypto.yaml
new file mode 100644
index 0000000..f6f1ff6
--- /dev/null
+++ b/dataset/companies/Crypto.yaml
@@ -0,0 +1,6 @@
+
+  - Name: "Ethereum staking infrastructure SSV Network"
+    Description: "The infrastructure for building high-performance, secure, and decentralized Ethereum staking applications."
+    Website: "https://app.ssv.network/"
+    alternatives: []
+ 
\ No newline at end of file

From e555ccc8226b4da4c5c683c505f0c2d6c9182187 Mon Sep 17 00:00:00 2001
From: Emanherawy <eman.herawy@gmail.com>
Date: Thu, 4 Jan 2024 00:14:23 +0300
Subject: [PATCH 2/4] Renaming. using web3 rather than crypto

---
 dataset/companies/{Crypto.yaml => Web3.yaml} | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename dataset/companies/{Crypto.yaml => Web3.yaml} (100%)

diff --git a/dataset/companies/Crypto.yaml b/dataset/companies/Web3.yaml
similarity index 100%
rename from dataset/companies/Crypto.yaml
rename to dataset/companies/Web3.yaml

From 2504faddb7cfebadae3f61f64a1ad7070ebb49b2 Mon Sep 17 00:00:00 2001
From: Emanherawy <eman.herawy@gmail.com>
Date: Thu, 4 Jan 2024 00:23:06 +0300
Subject: [PATCH 3/4] Adding Sablier , co founder is justifying  the on going
 genocide https://twitter.com/PaulRBerg/status/1718027914313081096

---
 dataset/companies/Web3.yaml | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/dataset/companies/Web3.yaml b/dataset/companies/Web3.yaml
index f6f1ff6..b34b214 100644
--- a/dataset/companies/Web3.yaml
+++ b/dataset/companies/Web3.yaml
@@ -3,4 +3,8 @@
     Description: "The infrastructure for building high-performance, secure, and decentralized Ethereum staking applications."
     Website: "https://app.ssv.network/"
     alternatives: []
+  - Name: "Sablier"
+    Description: "Infrastructure for money streaming and token distribution. DAOs and businesses use Sablier for vesting, payroll, airdrops, and more."
+    Website: "https://sablier.com/"
+    alternatives: []
  
\ No newline at end of file

From f5a02410be640b2565d8109e7a1ef48166275c76 Mon Sep 17 00:00:00 2001
From: Emanherawy <eman.herawy@gmail.com>
Date: Thu, 4 Jan 2024 01:03:12 +0300
Subject: [PATCH 4/4] capitalize alternatives in all files for consistency

---
 dataset/companies/Cloud.yaml        |  97 ++++++------
 dataset/companies/Commerce.yaml     | 129 ++++++++-------
 dataset/companies/Developer.yaml    | 169 ++++++++++----------
 dataset/companies/Finance.yaml      | 161 ++++++++++---------
 dataset/companies/HR.yaml           |  73 +++++----
 dataset/companies/Healthcare.yaml   |  81 +++++-----
 dataset/companies/Marketing.yaml    | 137 ++++++++--------
 dataset/companies/Others.yaml       | 233 ++++++++++++++--------------
 dataset/companies/Productivity.yaml | 113 +++++++-------
 dataset/companies/Sales.yaml        | 105 +++++++------
 dataset/companies/Security.yaml     | 193 ++++++++++++-----------
 dataset/companies/Web3.yaml         |  18 +--
 12 files changed, 748 insertions(+), 761 deletions(-)

diff --git a/dataset/companies/Cloud.yaml b/dataset/companies/Cloud.yaml
index 023e45d..2ae9c50 100644
--- a/dataset/companies/Cloud.yaml
+++ b/dataset/companies/Cloud.yaml
@@ -1,49 +1,48 @@
-
-  - Name: "Zesty"
-    Description: ""
-    Website: "https://zesty.co/"
-    alternatives: []
-  - Name: "Rivery"
-    Description: ""
-    Website: "https://rivery.io/"
-    alternatives: []
-  - Name: "Regatta Data"
-    Description: ""
-    Website: "https://regatta.dev/"
-    alternatives: []
-  - Name: "Quali"
-    Description: ""
-    Website: "https://quali.com/"
-    alternatives: []
-  - Name: "Komodor"
-    Description: ""
-    Website: "https://komodor.com/"
-    alternatives: []
-  - Name: "Firefly"
-    Description: ""
-    Website: "https://firefly.ai/"
-    alternatives: []
-  - Name: "Firebolt"
-    Description: ""
-    Website: "https://firebolt.io/"
-    alternatives: []
-  - Name: "Finout"
-    Description: ""
-    Website: "https://finout.io/"
-    alternatives: []
-  - Name: "Cellebrite"
-    Description: ""
-    Website: "https://cellebrite.com/en/home/"
-    alternatives: []
-  - Name: "Cato Networks"
-    Description: ""
-    Website: "https://catonetworks.com/"
-    alternatives: []
-  - Name: "Appwrite"
-    Description: ""
-    Website: "https://appwrite.io/"
-    alternatives: []
-  - Name: "Apiiro"
-    Description: ""
-    Website: "https://apiiro.com/"
-    alternatives: []
+- Name: "Zesty"
+  Description: ""
+  Website: "https://zesty.co/"
+  Alternatives: []
+- Name: "Rivery"
+  Description: ""
+  Website: "https://rivery.io/"
+  Alternatives: []
+- Name: "Regatta Data"
+  Description: ""
+  Website: "https://regatta.dev/"
+  Alternatives: []
+- Name: "Quali"
+  Description: ""
+  Website: "https://quali.com/"
+  Alternatives: []
+- Name: "Komodor"
+  Description: ""
+  Website: "https://komodor.com/"
+  Alternatives: []
+- Name: "Firefly"
+  Description: ""
+  Website: "https://firefly.ai/"
+  Alternatives: []
+- Name: "Firebolt"
+  Description: ""
+  Website: "https://firebolt.io/"
+  Alternatives: []
+- Name: "Finout"
+  Description: ""
+  Website: "https://finout.io/"
+  Alternatives: []
+- Name: "Cellebrite"
+  Description: ""
+  Website: "https://cellebrite.com/en/home/"
+  Alternatives: []
+- Name: "Cato Networks"
+  Description: ""
+  Website: "https://catonetworks.com/"
+  Alternatives: []
+- Name: "Appwrite"
+  Description: ""
+  Website: "https://appwrite.io/"
+  Alternatives: []
+- Name: "Apiiro"
+  Description: ""
+  Website: "https://apiiro.com/"
+  Alternatives: []
diff --git a/dataset/companies/Commerce.yaml b/dataset/companies/Commerce.yaml
index 0842288..cbfc3a4 100644
--- a/dataset/companies/Commerce.yaml
+++ b/dataset/companies/Commerce.yaml
@@ -1,65 +1,64 @@
-
-  - Name: "Trigo"
-    Description: ""
-    Website: "https://trigoretail.com/"
-    alternatives: []
-  - Name: "Tolstoy"
-    Description: ""
-    Website: "https://tolstoy.com/"
-    alternatives: []
-  - Name: "Sales Force"
-    Description: ""
-    Website: "https://salesforce.com/"
-    alternatives: []
-  - Name: "Riskified"
-    Description: ""
-    Website: "https://riskified.com/"
-    alternatives: []
-  - Name: "Placer.ai"
-    Description: ""
-    Website: "https://placer.ai/"
-    alternatives: []
-  - Name: "PDQ"
-    Description: ""
-    Website: "https://prettydamnquick.com/"
-    alternatives: []
-  - Name: "Nexite"
-    Description: ""
-    Website: "https://nexite.io/"
-    alternatives: []
-  - Name: "Mixtiles"
-    Description: ""
-    Website: "https://mixtiles.com/"
-    alternatives: []
-  - Name: "Global-e"
-    Description: ""
-    Website: "https://global-e.com/"
-    alternatives: []
-  - Name: "Forter"
-    Description: ""
-    Website: "https://forter.com/"
-    alternatives: []
-  - Name: "Finaloop"
-    Description: ""
-    Website: "https://finaloop.com/"
-    alternatives: []
-  - Name: "Fabric"
-    Description: ""
-    Website: "https://getfabric.com/"
-    alternatives: []
-  - Name: "Dynamic Yield"
-    Description: ""
-    Website: "https://dynamicyield.com/"
-    alternatives: []
-  - Name: "Chargeflow"
-    Description: ""
-    Website: "https://chargeflow.io/"
-    alternatives: []
-  - Name: "Bringg"
-    Description: ""
-    Website: "https://bringg.com/"
-    alternatives: []
-  - Name: "8fig"
-    Description: ""
-    Website: "https://8fig.io/"
-    alternatives: []
+- Name: "Trigo"
+  Description: ""
+  Website: "https://trigoretail.com/"
+  Alternatives: []
+- Name: "Tolstoy"
+  Description: ""
+  Website: "https://tolstoy.com/"
+  Alternatives: []
+- Name: "Sales Force"
+  Description: ""
+  Website: "https://salesforce.com/"
+  Alternatives: []
+- Name: "Riskified"
+  Description: ""
+  Website: "https://riskified.com/"
+  Alternatives: []
+- Name: "Placer.ai"
+  Description: ""
+  Website: "https://placer.ai/"
+  Alternatives: []
+- Name: "PDQ"
+  Description: ""
+  Website: "https://prettydamnquick.com/"
+  Alternatives: []
+- Name: "Nexite"
+  Description: ""
+  Website: "https://nexite.io/"
+  Alternatives: []
+- Name: "Mixtiles"
+  Description: ""
+  Website: "https://mixtiles.com/"
+  Alternatives: []
+- Name: "Global-e"
+  Description: ""
+  Website: "https://global-e.com/"
+  Alternatives: []
+- Name: "Forter"
+  Description: ""
+  Website: "https://forter.com/"
+  Alternatives: []
+- Name: "Finaloop"
+  Description: ""
+  Website: "https://finaloop.com/"
+  Alternatives: []
+- Name: "Fabric"
+  Description: ""
+  Website: "https://getfabric.com/"
+  Alternatives: []
+- Name: "Dynamic Yield"
+  Description: ""
+  Website: "https://dynamicyield.com/"
+  Alternatives: []
+- Name: "Chargeflow"
+  Description: ""
+  Website: "https://chargeflow.io/"
+  Alternatives: []
+- Name: "Bringg"
+  Description: ""
+  Website: "https://bringg.com/"
+  Alternatives: []
+- Name: "8fig"
+  Description: ""
+  Website: "https://8fig.io/"
+  Alternatives: []
diff --git a/dataset/companies/Developer.yaml b/dataset/companies/Developer.yaml
index 5b90d1f..ae4cd6a 100644
--- a/dataset/companies/Developer.yaml
+++ b/dataset/companies/Developer.yaml
@@ -1,85 +1,84 @@
-
-  - Name: "Wilco"
-    Description: ""
-    Website: "https://trywilco.com/"
-    alternatives: []
-  - Name: "Swimm"
-    Description: ""
-    Website: "https://swimm.io/"
-    alternatives: []
-  - Name: "Sisense"
-    Description: ""
-    Website: "https://sisense.com/"
-    alternatives: []
-  - Name: "Salto"
-    Description: ""
-    Website: "https://salto.io/"
-    alternatives: []
-  - Name: "Redis Labs"
-    Description: ""
-    Website: "https://redis.com/"
-    alternatives: []
-  - Name: "Qwak"
-    Description: ""
-    Website: "https://qwak.com/"
-    alternatives: []
-  - Name: "Permit.io"
-    Description: ""
-    Website: "https://permit.io/"
-    alternatives: []
-  - Name: "Logz.io"
-    Description: ""
-    Website: "https://logz.io/"
-    alternatives: []
-  - Name: "Jfrog"
-    Description: ""
-    Website: "https://jfrog.com/"
-    alternatives: []
-  - Name: "IronSource"
-    Description: ""
-    Website: "https://is.com/"
-    alternatives: []
-  - Name: "Indeitq"
-    Description: ""
-    Website: "https://identiq.com/"
-    alternatives: []
-  - Name: "Frontegg"
-    Description: ""
-    Website: "https://frontegg.com/"
-    alternatives: []
-  - Name: "Explorium"
-    Description: ""
-    Website: "https://explorium.ai/"
-    alternatives: []
-  - Name: "DagsHub"
-    Description: ""
-    Website: "https://dagshub.com/"
-    alternatives: []
-  - Name: "Coralogix"
-    Description: ""
-    Website: "https://coralogix.com/"
-    alternatives: []
-  - Name: "Codium"
-    Description: ""
-    Website: "https://codium.ai/"
-    alternatives: []
-  - Name: "Cloudinary"
-    Description: ""
-    Website: "https://cloudinary.com/"
-    alternatives: []
-  - Name: "BigPanda"
-    Description: ""
-    Website: "https://bigpanda.com/"
-    alternatives: []
-  - Name: "Anima"
-    Description: ""
-    Website: "https://animaapp.com/"
-    alternatives: []
-  - Name: "Amdocs"
-    Description: ""
-    Website: "https://amdocs.com/"
-    alternatives: []
-  - Name: "AI21 Labs"
-    Description: ""
-    Website: "https://ai21.com/"
-    alternatives: []
+- Name: "Wilco"
+  Description: ""
+  Website: "https://trywilco.com/"
+  Alternatives: []
+- Name: "Swimm"
+  Description: ""
+  Website: "https://swimm.io/"
+  Alternatives: []
+- Name: "Sisense"
+  Description: ""
+  Website: "https://sisense.com/"
+  Alternatives: []
+- Name: "Salto"
+  Description: ""
+  Website: "https://salto.io/"
+  Alternatives: []
+- Name: "Redis Labs"
+  Description: ""
+  Website: "https://redis.com/"
+  Alternatives: []
+- Name: "Qwak"
+  Description: ""
+  Website: "https://qwak.com/"
+  Alternatives: []
+- Name: "Permit.io"
+  Description: ""
+  Website: "https://permit.io/"
+  Alternatives: []
+- Name: "Logz.io"
+  Description: ""
+  Website: "https://logz.io/"
+  Alternatives: []
+- Name: "Jfrog"
+  Description: ""
+  Website: "https://jfrog.com/"
+  Alternatives: []
+- Name: "IronSource"
+  Description: ""
+  Website: "https://is.com/"
+  Alternatives: []
+- Name: "Indeitq"
+  Description: ""
+  Website: "https://identiq.com/"
+  Alternatives: []
+- Name: "Frontegg"
+  Description: ""
+  Website: "https://frontegg.com/"
+  Alternatives: []
+- Name: "Explorium"
+  Description: ""
+  Website: "https://explorium.ai/"
+  Alternatives: []
+- Name: "DagsHub"
+  Description: ""
+  Website: "https://dagshub.com/"
+  Alternatives: []
+- Name: "Coralogix"
+  Description: ""
+  Website: "https://coralogix.com/"
+  Alternatives: []
+- Name: "Codium"
+  Description: ""
+  Website: "https://codium.ai/"
+  Alternatives: []
+- Name: "Cloudinary"
+  Description: ""
+  Website: "https://cloudinary.com/"
+  Alternatives: []
+- Name: "BigPanda"
+  Description: ""
+  Website: "https://bigpanda.com/"
+  Alternatives: []
+- Name: "Anima"
+  Description: ""
+  Website: "https://animaapp.com/"
+  Alternatives: []
+- Name: "Amdocs"
+  Description: ""
+  Website: "https://amdocs.com/"
+  Alternatives: []
+- Name: "AI21 Labs"
+  Description: ""
+  Website: "https://ai21.com/"
+  Alternatives: []
diff --git a/dataset/companies/Finance.yaml b/dataset/companies/Finance.yaml
index 696d847..69845f7 100644
--- a/dataset/companies/Finance.yaml
+++ b/dataset/companies/Finance.yaml
@@ -1,81 +1,80 @@
-
-  - Name: "Unit"
-    Description: ""
-    Website: "https://unit.co/"
-    alternatives: []
-  - Name: "Trullion"
-    Description: ""
-    Website: "https://trullion.com/"
-    alternatives: []
-  - Name: "Tipalti"
-    Description: ""
-    Website: "https://tipalti.com/"
-    alternatives: []
-  - Name: "Receive"
-    Description: ""
-    Website: "https://nowreceive.com/"
-    alternatives: []
-  - Name: "Rapyd"
-    Description: ""
-    Website: "https://rapyd.net/"
-    alternatives: []
-  - Name: "PayEm"
-    Description: ""
-    Website: "https://payem.co/"
-    alternatives: []
-  - Name: "Pagaya"
-    Description: ""
-    Website: "https://pagaya.com/"
-    alternatives: []
-  - Name: "Noble"
-    Description: ""
-    Website: "https://benoblel.io/"
-    alternatives: []
-  - Name: "Monto"
-    Description: ""
-    Website: "https://montopay.com/"
-    alternatives: []
-  - Name: "Mesh Payments"
-    Description: ""
-    Website: "https://meshpayments.com/"
-    alternatives: []
-  - Name: "Melio"
-    Description: ""
-    Website: "https://meliopayments.com/"
-    alternatives: []
-  - Name: "Jifiti"
-    Description: ""
-    Website: "https://jifiti.com/"
-    alternatives: []
-  - Name: "Gelt"
-    Description: ""
-    Website: "https://joingelt.com/"
-    alternatives: []
-  - Name: "FundGuard"
-    Description: ""
-    Website: "https://fundguard.com/"
-    alternatives: []
-  - Name: "Fundbox"
-    Description: ""
-    Website: "https://fundbox.com/"
-    alternatives: []
-  - Name: "Fintastic"
-    Description: ""
-    Website: "https://fintastic.ai/"
-    alternatives: []
-  - Name: "Ezbob"
-    Description: ""
-    Website: "https://ezbob.com/"
-    alternatives: []
-  - Name: "Celery"
-    Description: ""
-    Website: "https://celery.cc/"
-    alternatives: []
-  - Name: "BioCatch"
-    Description: ""
-    Website: "https://biocatch.com/"
-    alternatives: []
-  - Name: "Balance"
-    Description: ""
-    Website: "https://getbalance.com/"
-    alternatives: []
+- Name: "Unit"
+  Description: ""
+  Website: "https://unit.co/"
+  Alternatives: []
+- Name: "Trullion"
+  Description: ""
+  Website: "https://trullion.com/"
+  Alternatives: []
+- Name: "Tipalti"
+  Description: ""
+  Website: "https://tipalti.com/"
+  Alternatives: []
+- Name: "Receive"
+  Description: ""
+  Website: "https://nowreceive.com/"
+  Alternatives: []
+- Name: "Rapyd"
+  Description: ""
+  Website: "https://rapyd.net/"
+  Alternatives: []
+- Name: "PayEm"
+  Description: ""
+  Website: "https://payem.co/"
+  Alternatives: []
+- Name: "Pagaya"
+  Description: ""
+  Website: "https://pagaya.com/"
+  Alternatives: []
+- Name: "Noble"
+  Description: ""
+  Website: "https://benoblel.io/"
+  Alternatives: []
+- Name: "Monto"
+  Description: ""
+  Website: "https://montopay.com/"
+  Alternatives: []
+- Name: "Mesh Payments"
+  Description: ""
+  Website: "https://meshpayments.com/"
+  Alternatives: []
+- Name: "Melio"
+  Description: ""
+  Website: "https://meliopayments.com/"
+  Alternatives: []
+- Name: "Jifiti"
+  Description: ""
+  Website: "https://jifiti.com/"
+  Alternatives: []
+- Name: "Gelt"
+  Description: ""
+  Website: "https://joingelt.com/"
+  Alternatives: []
+- Name: "FundGuard"
+  Description: ""
+  Website: "https://fundguard.com/"
+  Alternatives: []
+- Name: "Fundbox"
+  Description: ""
+  Website: "https://fundbox.com/"
+  Alternatives: []
+- Name: "Fintastic"
+  Description: ""
+  Website: "https://fintastic.ai/"
+  Alternatives: []
+- Name: "Ezbob"
+  Description: ""
+  Website: "https://ezbob.com/"
+  Alternatives: []
+- Name: "Celery"
+  Description: ""
+  Website: "https://celery.cc/"
+  Alternatives: []
+- Name: "BioCatch"
+  Description: ""
+  Website: "https://biocatch.com/"
+  Alternatives: []
+- Name: "Balance"
+  Description: ""
+  Website: "https://getbalance.com/"
+  Alternatives: []
diff --git a/dataset/companies/HR.yaml b/dataset/companies/HR.yaml
index 0e11aff..3ee4f56 100644
--- a/dataset/companies/HR.yaml
+++ b/dataset/companies/HR.yaml
@@ -1,37 +1,36 @@
-
-  - Name: "myInterview"
-    Description: ""
-    Website: "https://myinterview.com/"
-    alternatives: []
-  - Name: "Gloww"
-    Description: ""
-    Website: "https://gloww.com/"
-    alternatives: []
-  - Name: "Draftboard"
-    Description: ""
-    Website: "https://draftboard.com/"
-    alternatives: []
-  - Name: "myQuest"
-    Description: ""
-    Website: "https://myquest.co/"
-    alternatives: []
-  - Name: "GrowthSpace"
-    Description: ""
-    Website: "https://growthspace.com/"
-    alternatives: []
-  - Name: "A.Team"
-    Description: ""
-    Website: "https://a.team/"
-    alternatives: []
-  - Name: "Papaya Global"
-    Description: ""
-    Website: "https://papayaglobal.com/"
-    alternatives: []
-  - Name: "Deel"
-    Description: ""
-    Website: "https://deel.com/"
-    alternatives: []
-  - Name: "Bob"
-    Description: ""
-    Website: "https://hibob.com/"
-    alternatives: []
+- Name: "myInterview"
+  Description: ""
+  Website: "https://myinterview.com/"
+  Alternatives: []
+- Name: "Gloww"
+  Description: ""
+  Website: "https://gloww.com/"
+  Alternatives: []
+- Name: "Draftboard"
+  Description: ""
+  Website: "https://draftboard.com/"
+  Alternatives: []
+- Name: "myQuest"
+  Description: ""
+  Website: "https://myquest.co/"
+  Alternatives: []
+- Name: "GrowthSpace"
+  Description: ""
+  Website: "https://growthspace.com/"
+  Alternatives: []
+- Name: "A.Team"
+  Description: ""
+  Website: "https://a.team/"
+  Alternatives: []
+- Name: "Papaya Global"
+  Description: ""
+  Website: "https://papayaglobal.com/"
+  Alternatives: []
+- Name: "Deel"
+  Description: ""
+  Website: "https://deel.com/"
+  Alternatives: []
+- Name: "Bob"
+  Description: ""
+  Website: "https://hibob.com/"
+  Alternatives: []
diff --git a/dataset/companies/Healthcare.yaml b/dataset/companies/Healthcare.yaml
index db352cd..972d6d2 100644
--- a/dataset/companies/Healthcare.yaml
+++ b/dataset/companies/Healthcare.yaml
@@ -1,41 +1,40 @@
-
-  - Name: "Stuff That Works"
-    Description: ""
-    Website: "https://stuffthatworks.health/"
-    alternatives: []
-  - Name: "Navina"
-    Description: ""
-    Website: "https://navina.ai/"
-    alternatives: []
-  - Name: "Droxi.ai"
-    Description: ""
-    Website: "https://droxi.ai/"
-    alternatives: []
-  - Name: "Ritual"
-    Description: ""
-    Website: "https://heyritual.com/"
-    alternatives: []
-  - Name: "K Health"
-    Description: ""
-    Website: "https://khealth.com/"
-    alternatives: []
-  - Name: "Immunai"
-    Description: ""
-    Website: "https://immunai.com/"
-    alternatives: []
-  - Name: "Healthy.io"
-    Description: ""
-    Website: "https://healthy.io/"
-    alternatives: []
-  - Name: "Eleos Health"
-    Description: ""
-    Website: "https://eleos.health/"
-    alternatives: []
-  - Name: "DeepCure"
-    Description: ""
-    Website: "https://deepcure.ai/"
-    alternatives: []
-  - Name: "Aidoc"
-    Description: ""
-    Website: "https://aidoc.com/"
-    alternatives: []
+- Name: "Stuff That Works"
+  Description: ""
+  Website: "https://stuffthatworks.health/"
+  Alternatives: []
+- Name: "Navina"
+  Description: ""
+  Website: "https://navina.ai/"
+  Alternatives: []
+- Name: "Droxi.ai"
+  Description: ""
+  Website: "https://droxi.ai/"
+  Alternatives: []
+- Name: "Ritual"
+  Description: ""
+  Website: "https://heyritual.com/"
+  Alternatives: []
+- Name: "K Health"
+  Description: ""
+  Website: "https://khealth.com/"
+  Alternatives: []
+- Name: "Immunai"
+  Description: ""
+  Website: "https://immunai.com/"
+  Alternatives: []
+- Name: "Healthy.io"
+  Description: ""
+  Website: "https://healthy.io/"
+  Alternatives: []
+- Name: "Eleos Health"
+  Description: ""
+  Website: "https://eleos.health/"
+  Alternatives: []
+- Name: "DeepCure"
+  Description: ""
+  Website: "https://deepcure.ai/"
+  Alternatives: []
+- Name: "Aidoc"
+  Description: ""
+  Website: "https://aidoc.com/"
+  Alternatives: []
diff --git a/dataset/companies/Marketing.yaml b/dataset/companies/Marketing.yaml
index b136bda..5ee2c14 100644
--- a/dataset/companies/Marketing.yaml
+++ b/dataset/companies/Marketing.yaml
@@ -1,69 +1,68 @@
-
-  - Name: "Yotpo"
-    Description: ""
-    Website: "https://yotpo.com/"
-    alternatives: []
-  - Name: "Wix"
-    Description: ""
-    Website: "https://wix.com/"
-    alternatives: []
-  - Name: "TripleWhale"
-    Description: ""
-    Website: "https://triplewhale.com/"
-    alternatives: []
-  - Name: "Trendemon"
-    Description: ""
-    Website: "https://trendemon.com/"
-    alternatives: []
-  - Name: "Start.io"
-    Description: ""
-    Website: "https://start.io/"
-    alternatives: []
-  - Name: "Spot.IM (now OpenWeb)"
-    Description: ""
-    Website: "https://openweb.com/"
-    alternatives: []
-  - Name: "Similarweb"
-    Description: ""
-    Website: "https://similarweb.com/"
-    alternatives: []
-  - Name: "Riverside.fm"
-    Description: ""
-    Website: "https://riverside.fm/"
-    alternatives: []
-  - Name: "PeerSpot"
-    Description: ""
-    Website: "https://peerspot.com/"
-    alternatives: []
-  - Name: "Pecan.ai"
-    Description: ""
-    Website: "https://pecan.ai/"
-    alternatives: []
-  - Name: "Optimove"
-    Description: ""
-    Website: "https://optimove.com/"
-    alternatives: []
-  - Name: "Mapme"
-    Description: ""
-    Website: "https://mapme.com/"
-    alternatives: []
-  - Name: "Lightricks"
-    Description: ""
-    Website: "https://lightricks.com/"
-    alternatives: []
-  - Name: "Kaltura"
-    Description: ""
-    Website: "https://corp.kaltura.com/"
-    alternatives: []
-  - Name: "Elementor"
-    Description: ""
-    Website: "https://elementor.com/"
-    alternatives: []
-  - Name: "Appsflyer"
-    Description: ""
-    Website: "https://appsflyer.com/"
-    alternatives: []
-  - Name: "Affogata"
-    Description: ""
-    Website: "https://affogata.com/"
-    alternatives: []
+- Name: "Yotpo"
+  Description: ""
+  Website: "https://yotpo.com/"
+  Alternatives: []
+- Name: "Wix"
+  Description: ""
+  Website: "https://wix.com/"
+  Alternatives: []
+- Name: "TripleWhale"
+  Description: ""
+  Website: "https://triplewhale.com/"
+  Alternatives: []
+- Name: "Trendemon"
+  Description: ""
+  Website: "https://trendemon.com/"
+  Alternatives: []
+- Name: "Start.io"
+  Description: ""
+  Website: "https://start.io/"
+  Alternatives: []
+- Name: "Spot.IM (now OpenWeb)"
+  Description: ""
+  Website: "https://openweb.com/"
+  Alternatives: []
+- Name: "Similarweb"
+  Description: ""
+  Website: "https://similarweb.com/"
+  Alternatives: []
+- Name: "Riverside.fm"
+  Description: ""
+  Website: "https://riverside.fm/"
+  Alternatives: []
+- Name: "PeerSpot"
+  Description: ""
+  Website: "https://peerspot.com/"
+  Alternatives: []
+- Name: "Pecan.ai"
+  Description: ""
+  Website: "https://pecan.ai/"
+  Alternatives: []
+- Name: "Optimove"
+  Description: ""
+  Website: "https://optimove.com/"
+  Alternatives: []
+- Name: "Mapme"
+  Description: ""
+  Website: "https://mapme.com/"
+  Alternatives: []
+- Name: "Lightricks"
+  Description: ""
+  Website: "https://lightricks.com/"
+  Alternatives: []
+- Name: "Kaltura"
+  Description: ""
+  Website: "https://corp.kaltura.com/"
+  Alternatives: []
+- Name: "Elementor"
+  Description: ""
+  Website: "https://elementor.com/"
+  Alternatives: []
+- Name: "Appsflyer"
+  Description: ""
+  Website: "https://appsflyer.com/"
+  Alternatives: []
+- Name: "Affogata"
+  Description: ""
+  Website: "https://affogata.com/"
+  Alternatives: []
diff --git a/dataset/companies/Others.yaml b/dataset/companies/Others.yaml
index 46c300b..5876345 100644
--- a/dataset/companies/Others.yaml
+++ b/dataset/companies/Others.yaml
@@ -1,117 +1,116 @@
-
-  - Name: "Zebra Medical Vision"
-    Description: ""
-    Website: "https://zebra.com/ap/en.html"
-    alternatives: []
-  - Name: "Windward"
-    Description: ""
-    Website: "https://windward.ai/"
-    alternatives: []
-  - Name: "Via"
-    Description: ""
-    Website: "https://in.via.com/"
-    alternatives: []
-  - Name: "Vayyar Imaging"
-    Description: ""
-    Website: "https://vayyar.com/"
-    alternatives: []
-  - Name: "Vayavision"
-    Description: ""
-    Website: "N/A"
-    alternatives: []
-  - Name: "ThetaRay"
-    Description: ""
-    Website: "https://thetaray.com/"
-    alternatives: []
-  - Name: "StoreDot"
-    Description: ""
-    Website: "https://store-dot.com/"
-    alternatives: []
-  - Name: "StoreDot"
-    Description: ""
-    Website: "https://store-dot.com/"
-    alternatives: []
-  - Name: "Soluto"
-    Description: ""
-    Website: "https://soluto.en.softonic.com/"
-    alternatives: []
-  - Name: "SolarEdge"
-    Description: ""
-    Website: "https://solaredge.com/us/"
-    alternatives: []
-  - Name: "RapidAPI"
-    Description: ""
-    Website: "https://rapidapi.com/hub"
-    alternatives: []
-  - Name: "Playtika"
-    Description: ""
-    Website: "https://playtika.com/"
-    alternatives: []
-  - Name: "Payoneer"
-    Description: ""
-    Website: "https://payoneer.com/"
-    alternatives: []
-  - Name: "Outbrain"
-    Description: ""
-    Website: "https://outbrain.com/"
-    alternatives: []
-  - Name: "OurCrowd"
-    Description: ""
-    Website: "https://ourcrowd.com/"
-    alternatives: []
-  - Name: "Oribi"
-    Description: ""
-    Website: "https://oribigroup.com/"
-    alternatives: []
-  - Name: "OrCam Technologies"
-    Description: ""
-    Website: "https://noorcam.com/en-ae/"
-    alternatives: []
-  - Name: "Optimal+"
-    Description: ""
-    Website: "https://semi.org/en"
-    alternatives: []
-  - Name: "Nanit"
-    Description: ""
-    Website: "https://nanit.com/"
-    alternatives: []
-  - Name: "MyHeritage"
-    Description: ""
-    Website: "https://myheritage.com/"
-    alternatives: []
-  - Name: "mPrest"
-    Description: ""
-    Website: "https://mprest.com/"
-    alternatives: []
-  - Name: "Moovit"
-    Description: ""
-    Website: "https://moovit.com/"
-    alternatives: []
-  - Name: "Mobileye"
-    Description: ""
-    Website: "https://mobileye.com/"
-    alternatives: []
-  - Name: "Lemonade"
-    Description: ""
-    Website: "https://lemonade.com/"
-    alternatives: []
-  - Name: "JoyTunes"
-    Description: ""
-    Website: "https://hellosimply.com/"
-    alternatives: []
-  - Name: "Jolt"
-    Description: ""
-    Website: "https://jolt.com/"
-    alternatives: []
-  - Name: "Innoviz Technologies"
-    Description: ""
-    Website: "https://innoviz.tech/"
-    alternatives: []
-  - Name: "Guesty"
-    Description: ""
-    Website: "https://guesty.com/"
-    alternatives: []
-  - Name: "Flytrex"
-    Description: ""
-    Website: "https://flytrex.com/"
-    alternatives: []
+- Name: "Zebra Medical Vision"
+  Description: ""
+  Website: "https://zebra.com/ap/en.html"
+  Alternatives: []
+- Name: "Windward"
+  Description: ""
+  Website: "https://windward.ai/"
+  Alternatives: []
+- Name: "Via"
+  Description: ""
+  Website: "https://in.via.com/"
+  Alternatives: []
+- Name: "Vayyar Imaging"
+  Description: ""
+  Website: "https://vayyar.com/"
+  Alternatives: []
+- Name: "Vayavision"
+  Description: ""
+  Website: "N/A"
+  Alternatives: []
+- Name: "ThetaRay"
+  Description: ""
+  Website: "https://thetaray.com/"
+  Alternatives: []
+- Name: "StoreDot"
+  Description: ""
+  Website: "https://store-dot.com/"
+  Alternatives: []
+- Name: "StoreDot"
+  Description: ""
+  Website: "https://store-dot.com/"
+  Alternatives: []
+- Name: "Soluto"
+  Description: ""
+  Website: "https://soluto.en.softonic.com/"
+  Alternatives: []
+- Name: "SolarEdge"
+  Description: ""
+  Website: "https://solaredge.com/us/"
+  Alternatives: []
+- Name: "RapidAPI"
+  Description: ""
+  Website: "https://rapidapi.com/hub"
+  Alternatives: []
+- Name: "Playtika"
+  Description: ""
+  Website: "https://playtika.com/"
+  Alternatives: []
+- Name: "Payoneer"
+  Description: ""
+  Website: "https://payoneer.com/"
+  Alternatives: []
+- Name: "Outbrain"
+  Description: ""
+  Website: "https://outbrain.com/"
+  Alternatives: []
+- Name: "OurCrowd"
+  Description: ""
+  Website: "https://ourcrowd.com/"
+  Alternatives: []
+- Name: "Oribi"
+  Description: ""
+  Website: "https://oribigroup.com/"
+  Alternatives: []
+- Name: "OrCam Technologies"
+  Description: ""
+  Website: "https://noorcam.com/en-ae/"
+  Alternatives: []
+- Name: "Optimal+"
+  Description: ""
+  Website: "https://semi.org/en"
+  Alternatives: []
+- Name: "Nanit"
+  Description: ""
+  Website: "https://nanit.com/"
+  Alternatives: []
+- Name: "MyHeritage"
+  Description: ""
+  Website: "https://myheritage.com/"
+  Alternatives: []
+- Name: "mPrest"
+  Description: ""
+  Website: "https://mprest.com/"
+  Alternatives: []
+- Name: "Moovit"
+  Description: ""
+  Website: "https://moovit.com/"
+  Alternatives: []
+- Name: "Mobileye"
+  Description: ""
+  Website: "https://mobileye.com/"
+  Alternatives: []
+- Name: "Lemonade"
+  Description: ""
+  Website: "https://lemonade.com/"
+  Alternatives: []
+- Name: "JoyTunes"
+  Description: ""
+  Website: "https://hellosimply.com/"
+  Alternatives: []
+- Name: "Jolt"
+  Description: ""
+  Website: "https://jolt.com/"
+  Alternatives: []
+- Name: "Innoviz Technologies"
+  Description: ""
+  Website: "https://innoviz.tech/"
+  Alternatives: []
+- Name: "Guesty"
+  Description: ""
+  Website: "https://guesty.com/"
+  Alternatives: []
+- Name: "Flytrex"
+  Description: ""
+  Website: "https://flytrex.com/"
+  Alternatives: []
diff --git a/dataset/companies/Productivity.yaml b/dataset/companies/Productivity.yaml
index fa9d632..67b18f6 100644
--- a/dataset/companies/Productivity.yaml
+++ b/dataset/companies/Productivity.yaml
@@ -1,57 +1,56 @@
-
-  - Name: "Verbit"
-    Description: ""
-    Website: "https://verbit.ai/"
-    alternatives: []
-  - Name: "TimeOS"
-    Description: ""
-    Website: "https://timeos.ai/"
-    alternatives: []
-  - Name: "SysAid Technologies"
-    Description: ""
-    Website: "https://sysaid.com/"
-    alternatives: []
-  - Name: "Rupert"
-    Description: ""
-    Website: "https://hirupert.co/"
-    alternatives: []
-  - Name: "Powtoon"
-    Description: ""
-    Website: "https://powtoon.com/"
-    alternatives: []
-  - Name: "Monday.com"
-    Description: ""
-    Website: "https://monday.com/"
-    alternatives: []
-  - Name: "Komodor"
-    Description: ""
-    Website: "https://komodor.com/"
-    alternatives: []
-  - Name: "Lightico"
-    Description: ""
-    Website: "https://lightico.com/"
-    alternatives: []
-  - Name: "Kryon Systems"
-    Description: ""
-    Website: "http://kryonsystems.com/"
-    alternatives: []
-  - Name: "Honeybook"
-    Description: ""
-    Website: "https://honeybook.com/"
-    alternatives: []
-  - Name: "Groove"
-    Description: ""
-    Website: "https://groove.ooo/"
-    alternatives: []
-  - Name: "Fiverr"
-    Description: ""
-    Website: "https://fiverr.com/"
-    alternatives: []
-  - Name: "Connecteam"
-    Description: ""
-    Website: "https://connecteam.com/"
-    alternatives: []
-  - Name: "Bizzabo"
-    Description: ""
-    Website: "https://bizzabo.com/"
-    alternatives: []
+- Name: "Verbit"
+  Description: ""
+  Website: "https://verbit.ai/"
+  Alternatives: []
+- Name: "TimeOS"
+  Description: ""
+  Website: "https://timeos.ai/"
+  Alternatives: []
+- Name: "SysAid Technologies"
+  Description: ""
+  Website: "https://sysaid.com/"
+  Alternatives: []
+- Name: "Rupert"
+  Description: ""
+  Website: "https://hirupert.co/"
+  Alternatives: []
+- Name: "Powtoon"
+  Description: ""
+  Website: "https://powtoon.com/"
+  Alternatives: []
+- Name: "Monday.com"
+  Description: ""
+  Website: "https://monday.com/"
+  Alternatives: []
+- Name: "Komodor"
+  Description: ""
+  Website: "https://komodor.com/"
+  Alternatives: []
+- Name: "Lightico"
+  Description: ""
+  Website: "https://lightico.com/"
+  Alternatives: []
+- Name: "Kryon Systems"
+  Description: ""
+  Website: "http://kryonsystems.com/"
+  Alternatives: []
+- Name: "Honeybook"
+  Description: ""
+  Website: "https://honeybook.com/"
+  Alternatives: []
+- Name: "Groove"
+  Description: ""
+  Website: "https://groove.ooo/"
+  Alternatives: []
+- Name: "Fiverr"
+  Description: ""
+  Website: "https://fiverr.com/"
+  Alternatives: []
+- Name: "Connecteam"
+  Description: ""
+  Website: "https://connecteam.com/"
+  Alternatives: []
+- Name: "Bizzabo"
+  Description: ""
+  Website: "https://bizzabo.com/"
+  Alternatives: []
diff --git a/dataset/companies/Sales.yaml b/dataset/companies/Sales.yaml
index c970b89..7fffabf 100644
--- a/dataset/companies/Sales.yaml
+++ b/dataset/companies/Sales.yaml
@@ -1,53 +1,52 @@
-
-  - Name: "Substrata"
-    Description: ""
-    Website: "https://substrata.me/"
-    alternatives: []
-  - Name: "Intail.ai"
-    Description: ""
-    Website: "https://intail.ai/"
-    alternatives: []
-  - Name: "Graphiti"
-    Description: ""
-    Website: "https://graphiti.ai/"
-    alternatives: []
-  - Name: "Dany"
-    Description: ""
-    Website: "https://dany.ai/"
-    alternatives: []
-  - Name: "Aligned"
-    Description: ""
-    Website: "https://alignedup.com/"
-    alternatives: []
-  - Name: "Walnut"
-    Description: ""
-    Website: "https://walnut.io/"
-    alternatives: []
-  - Name: "Sweep"
-    Description: ""
-    Website: "https://sweep.io/"
-    alternatives: []
-  - Name: "Demoleap"
-    Description: ""
-    Website: "https://demoleap.com/"
-    alternatives: []
-  - Name: "Dealhub"
-    Description: ""
-    Website: "https://dealhub.io/"
-    alternatives: []
-  - Name: "Lusha"
-    Description: ""
-    Website: "https://lusha.com/"
-    alternatives: []
-  - Name: "Gong"
-    Description: ""
-    Website: "https://gong.io/"
-    alternatives: []
-  - Name: "Walkme"
-    Description: ""
-    Website: "https://walkme.com/"
-    alternatives: []
-  - Name: "Nice Systems"
-    Description: ""
-    Website: "https://nice.com/"
-    alternatives: []
+- Name: "Substrata"
+  Description: ""
+  Website: "https://substrata.me/"
+  Alternatives: []
+- Name: "Intail.ai"
+  Description: ""
+  Website: "https://intail.ai/"
+  Alternatives: []
+- Name: "Graphiti"
+  Description: ""
+  Website: "https://graphiti.ai/"
+  Alternatives: []
+- Name: "Dany"
+  Description: ""
+  Website: "https://dany.ai/"
+  Alternatives: []
+- Name: "Aligned"
+  Description: ""
+  Website: "https://alignedup.com/"
+  Alternatives: []
+- Name: "Walnut"
+  Description: ""
+  Website: "https://walnut.io/"
+  Alternatives: []
+- Name: "Sweep"
+  Description: ""
+  Website: "https://sweep.io/"
+  Alternatives: []
+- Name: "Demoleap"
+  Description: ""
+  Website: "https://demoleap.com/"
+  Alternatives: []
+- Name: "Dealhub"
+  Description: ""
+  Website: "https://dealhub.io/"
+  Alternatives: []
+- Name: "Lusha"
+  Description: ""
+  Website: "https://lusha.com/"
+  Alternatives: []
+- Name: "Gong"
+  Description: ""
+  Website: "https://gong.io/"
+  Alternatives: []
+- Name: "Walkme"
+  Description: ""
+  Website: "https://walkme.com/"
+  Alternatives: []
+- Name: "Nice Systems"
+  Description: ""
+  Website: "https://nice.com/"
+  Alternatives: []
diff --git a/dataset/companies/Security.yaml b/dataset/companies/Security.yaml
index f64b5ec..339c614 100644
--- a/dataset/companies/Security.yaml
+++ b/dataset/companies/Security.yaml
@@ -1,97 +1,96 @@
-
-  - Name: "Wiz"
-    Description: "Cloud security platform "
-    Website: "https://wiz.io/"
-    alternatives: []
-  - Name: "Tufin"
-    Description: "End-to-end network security across any hybrid enterprise infrastructure"
-    Website: "https://tufin.com/"
-    alternatives: []
-  - Name: "Talon"
-    Description: "Securing the Modern Hybrid Workforce. Any user, Any location, Any device, Any web application"
-    Website: "https://talon-sec.com/"
-    alternatives: []
-  - Name: "Stellar Cyber"
-    Description: "Digital cyber security"
-    Website: "https://stellarcyber.ai/"
-    alternatives: []
-  - Name: "Snyk"
-    Description: "Securing the entire development cycle "
-    Website: "https://snyk.io/"
-    alternatives: []
-  - Name: "Silverfort"
-    Description: "Unified identity protection "
-    Website: "https://silverfort.com/"
-    alternatives: []
-  - Name: "Sentra"
-    Description: "Data security"
-    Website: "https://sentra.io/"
-    alternatives: []
-  - Name: "SentinelOne"
-    Description: "Enterprise security platform"
-    Website: "https://sentinelone.com/"
-    alternatives: []
-  - Name: "Salt Security"
-    Description: "API security "
-    Website: "https://salt.security/"
-    alternatives: []
-  - Name: "SafeBreach"
-    Description: "Breach and attack simulation "
-    Website: "https://safebreach.com/"
-    alternatives: []
-  - Name: "Panoray"
-    Description: "Evaluating 3rd party risk"
-    Website: "https://panorays.com/"
-    alternatives: []
-  - Name: "Noname Security"
-    Description: "API security platform "
-    Website: "https://nonamesecurity.com/"
-    alternatives: []
-  - Name: "Imperva"
-    Description: "API Security"
-    Website: "https://imperva.com/"
-    alternatives: []
-  - Name: "Dig Security"
-    Description: "Data security for enterprise "
-    Website: "https://dig.security/"
-    alternatives: []
-  - Name: "Descope"
-    Description: "Customer authentication and identity management"
-    Website: "https://descope.com/"
-    alternatives: []
-  - Name: "Cybereason"
-    Description: "Security platform for threat detection"
-    Website: "https://cybereason.com/"
-    alternatives: []
-  - Name: "CyberArk"
-    Description: "Securing your most privileged users and valuable assets with intelligent privilege controls"
-    Website: "https://cyberark.com/"
-    alternatives: []
-  - Name: "Claroty"
-    Description: "Securing cyber physical systems"
-    Website: "https://claroty.com/"
-    alternatives: []
-  - Name: "CheckPoint"
-    Description: "Assessing cyber security risk"
-    Website: "https://checkpoint.com/"
-    alternatives: []
-  - Name: "Blink Ops"
-    Description: "Security automation co-pilot "
-    Website: "https://blinkops.com/"
-    alternatives: []
-  - Name: "AXONIUS"
-    Description: ""
-    Website: "https://axonius.com/"
-    alternatives: []
-  - Name: "Argus Cyber Security"
-    Description: ""
-    Website: "https://argus-sec.com/"
-    alternatives: []
-  - Name: "Aqua Security"
-    Description: ""
-    Website: "https://aquasec.com/"
-    alternatives: []
-  - Name: "Apiiro"
-    Description: ""
-    Website: "https://apiiro.com/"
-    alternatives: []
+- Name: "Wiz"
+  Description: "Cloud security platform "
+  Website: "https://wiz.io/"
+  Alternatives: []
+- Name: "Tufin"
+  Description: "End-to-end network security across any hybrid enterprise infrastructure"
+  Website: "https://tufin.com/"
+  Alternatives: []
+- Name: "Talon"
+  Description: "Securing the Modern Hybrid Workforce. Any user, Any location, Any device, Any web application"
+  Website: "https://talon-sec.com/"
+  Alternatives: []
+- Name: "Stellar Cyber"
+  Description: "Digital cyber security"
+  Website: "https://stellarcyber.ai/"
+  Alternatives: []
+- Name: "Snyk"
+  Description: "Securing the entire development cycle "
+  Website: "https://snyk.io/"
+  Alternatives: []
+- Name: "Silverfort"
+  Description: "Unified identity protection "
+  Website: "https://silverfort.com/"
+  Alternatives: []
+- Name: "Sentra"
+  Description: "Data security"
+  Website: "https://sentra.io/"
+  Alternatives: []
+- Name: "SentinelOne"
+  Description: "Enterprise security platform"
+  Website: "https://sentinelone.com/"
+  Alternatives: []
+- Name: "Salt Security"
+  Description: "API security "
+  Website: "https://salt.security/"
+  Alternatives: []
+- Name: "SafeBreach"
+  Description: "Breach and attack simulation "
+  Website: "https://safebreach.com/"
+  Alternatives: []
+- Name: "Panoray"
+  Description: "Evaluating 3rd party risk"
+  Website: "https://panorays.com/"
+  Alternatives: []
+- Name: "Noname Security"
+  Description: "API security platform "
+  Website: "https://nonamesecurity.com/"
+  Alternatives: []
+- Name: "Imperva"
+  Description: "API Security"
+  Website: "https://imperva.com/"
+  Alternatives: []
+- Name: "Dig Security"
+  Description: "Data security for enterprise "
+  Website: "https://dig.security/"
+  Alternatives: []
+- Name: "Descope"
+  Description: "Customer authentication and identity management"
+  Website: "https://descope.com/"
+  Alternatives: []
+- Name: "Cybereason"
+  Description: "Security platform for threat detection"
+  Website: "https://cybereason.com/"
+  Alternatives: []
+- Name: "CyberArk"
+  Description: "Securing your most privileged users and valuable assets with intelligent privilege controls"
+  Website: "https://cyberark.com/"
+  Alternatives: []
+- Name: "Claroty"
+  Description: "Securing cyber physical systems"
+  Website: "https://claroty.com/"
+  Alternatives: []
+- Name: "CheckPoint"
+  Description: "Assessing cyber security risk"
+  Website: "https://checkpoint.com/"
+  Alternatives: []
+- Name: "Blink Ops"
+  Description: "Security automation co-pilot "
+  Website: "https://blinkops.com/"
+  Alternatives: []
+- Name: "AXONIUS"
+  Description: ""
+  Website: "https://axonius.com/"
+  Alternatives: []
+- Name: "Argus Cyber Security"
+  Description: ""
+  Website: "https://argus-sec.com/"
+  Alternatives: []
+- Name: "Aqua Security"
+  Description: ""
+  Website: "https://aquasec.com/"
+  Alternatives: []
+- Name: "Apiiro"
+  Description: ""
+  Website: "https://apiiro.com/"
+  Alternatives: []
diff --git a/dataset/companies/Web3.yaml b/dataset/companies/Web3.yaml
index b34b214..2007aae 100644
--- a/dataset/companies/Web3.yaml
+++ b/dataset/companies/Web3.yaml
@@ -1,10 +1,8 @@
-
-  - Name: "Ethereum staking infrastructure SSV Network"
-    Description: "The infrastructure for building high-performance, secure, and decentralized Ethereum staking applications."
-    Website: "https://app.ssv.network/"
-    alternatives: []
-  - Name: "Sablier"
-    Description: "Infrastructure for money streaming and token distribution. DAOs and businesses use Sablier for vesting, payroll, airdrops, and more."
-    Website: "https://sablier.com/"
-    alternatives: []
- 
\ No newline at end of file
+- Name: "Ethereum staking infrastructure SSV Network"
+  Description: "The infrastructure for building high-performance, secure, and decentralized Ethereum staking applications."
+  Website: "https://app.ssv.network/"
+  Alternatives: []
+- Name: "Sablier"
+  Description: "Infrastructure for money streaming and token distribution. DAOs and businesses use Sablier for vesting, payroll, airdrops, and more."
+  Website: "https://sablier.com/"
+  Alternatives: []