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Try sample file
How it works
Please press the button to see the data-transformation.
First Name
Last Name
First Name Status
Company Title
Company Title Status
Email Provider
Ignacio (Iggy)
Perez-Zoppi
Pending validation
Escala 24x7, Inc.
Pending validation
N/A
Ryan J.
Golagani
Pending validation
ETG Global Services Co.
Pending validation
N/A
🔥 Steven
Broudy
Pending validation
Peopleware Systems, LLC
Pending validation
N/A
Richard ”Keith”
Wagner
Pending validation
SafeAeon AG
Pending validation
N/A
JEFF
WILSON
Pending validation
Triniti Corporation
Pending validation
N/A
brenda wylie
kay
Pending validation
Precisely | Trust in Data
Pending validation
N/A
First Name
Last Name
First Name Status
Company Title
Company Title Status
Email Providery
Ignacio (Iggy)
Perez-Zoppi
Validated
Escala 24x7, Inc.
Validated
N/A
Ryan J.
Golagani
Validated
ETG Global Services Co.
Validated
N/A
🔥 Steven
Broudy
Validated
Peopleware Systems, LLC
Validated
N/A
Richard ”Keith”
Wagner
Validated
SafeAeon AG
Validated
N/A
JEFF
WILSON
Validated
Triniti Corporation
Validated
N/A
brenda wylie
kay
Validated
Precisely | Trust in Data
Validated
N/A
First Name
Last Name
First Name Status
Company Title
Company Title Status
Email Provider
Ignacio
Perez-Zoppi
Corrected
Escala 24x7
Corrected
Google
Ryan
Golagani
Corrected
ETG
Corrected
Microsoft
Steven
Broudy
Corrected
Peopleware
Corrected
Google
Richard
Wagner
Corrected
SafeAeon
Corrected
Microsoft
Jeff
WILSON
Corrected
Triniti
Corrected
Google
Brenda
kay
Corrected
Precisely
Corrected
Google
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First Names
There are more than 32 typical issues with Personal Names (starting from UPPER/lower case issues, and till very extraordinary cases
Company Title
Legal entity extensions and up to 45 different typical issues
Cyrillic names
Extra feature for xUSSR market Sales and Recruiting teams - Latin to Cyrillic names conversion.
13% First_Names on LinkedIn have formatting issues
— LinkedIn Analytics by MailRanky.ai team based on 20 ml profile Names
13%
First_names
could be improved
Typical issues with FIRST_NAME attribute
UPPER/lower cased names
Prefixes (Mr., Dr., etc)
Emoji
2-3 words long
Last Name instead of First Names
+ 32 different scenarios
First_Name - more examples
Just a simple that which you've seen dozens of times
Original name;Clean name;Typical issue
Ignacio (Iggy);Ignacio;Speaking name
Surya Bhaskar;Surya;Double name
Ryan J.;Ryan;Father's name
Richard ”Keith”;Richard;Speaking name
Dr. Jeff;Jeff;Doctor's prefix
john;John;Lower case
JEFF;Jeff;UPPER case
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You can validate up to unlimited number of contacts/files and Company titles with MailRanky.ai by (the only limit is 1000 records per file)
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45% First_Names on LinkedIn have formatting issues
— LinkedIn Analytics by MailRanky.ai team based on 20 ml profile Names
45%
Company Titles
could be improved
Typical issues with COMPANY_NAME attribute
Legal entity extensions (Inc, LLC, etc)
"Buzzwords" (Solutions, etc)
+ 45 different scenarios
Original Company Name;MR Trimmed Company Name;MR Cleaned Company Name