Commercial emails are rewritten to aid user understanding and usability. A commercial email is identified from a set of email messages received by an email client for a user. The content of the commercial email is analyzed to identify salient facts associated with the terms of a sale specified by the content. A simplified subject line for the commercial email is generated based on the salient facts and used to replace the original subject line. Priority scores can also be computed based on user transaction history, time, or other factors. The priority scores can then be utilized to organize commercial emails. Further, commercial emails can be segmented from other emails, such as personal or work emails.

Commercial emails are rewritten to aid user understanding and usability. A commercial email is identified from a set of email messages received by an email client for a user. The content of the commercial email is analyzed to identify salient facts associated with the terms of a sale specified by the content. A simplified subject line for the commercial email is generated based on the salient facts and used to replace the original subject line. Priority scores can also be computed based on user transaction history, time, or other factors. The priority scores can then be utilized to organize commercial emails. Further, commercial emails can be segmented from other emails, such as personal or work emails.

In some embodiments, a server may associate a channel identifier a software development kit (SDK). The channel identifier represents an in-application messaging channel of a software application that imports the SDK as part of the software application. The server may associate the channel identifier with an end user identifier. The server may receive a two-way messaging series from the message publisher. The server may receive, from a message publisher, a command to launch the two-way messaging series. The server may determine that the end user to be an intended recipient of the two-way messaging series. The server may transmit a message to the SDK via the in-application messaging channel. The server may receive a response from the SDK. The server may perform an action based on the response.

One or more computing devices, systems, and/or methods for determining an intention of a message and/or performing one or more operations based upon the intention are provided. In an example, a first set of text may be received, from a client device, via a messaging interface. Based upon the first set of text, one or more sets of text semantically similar to the first set of text may be determined. Based upon the first set of text and the one or more sets of text a plurality of intention predictions may be determined. A first intention of the first set of text may be determined based upon the plurality of intention predictions. One or more operations may be performed based upon the first intention.

One or more computing devices, systems, and/or methods for determining an intention of a message and/or performing one or more operations based upon the intention are provided. In an example, a first set of text may be received, from a client device, via a messaging interface. Based upon the first set of text, one or more sets of text semantically similar to the first set of text may be determined. Based upon the first set of text and the one or more sets of text a plurality of intention predictions may be determined. A first intention of the first set of text may be determined based upon the plurality of intention predictions. One or more operations may be performed based upon the first intention.

In an example embodiment, a specialized architecture is utilized in conjunction with a message broker to enable asynchronous communications. The specialized architecture provides central components within each data center to enable the communication, and also is able to segregate functionality across different microservice landscapes. A message broker alone may not be sharable across data centers for various technical reasons, such as security concerns, latency, or other technical constraints. Topic names may be utilized by the message broker to ensure delivery of the message to the correct microservice in the other data center.

In an example embodiment, a specialized architecture is utilized in conjunction with a message broker to enable asynchronous communications. The specialized architecture provides central components within each data center to enable the communication, and also is able to segregate functionality across different microservice landscapes. A message broker alone may not be sharable across data centers for various technical reasons, such as security concerns, latency, or other technical constraints. Topic names may be utilized by the message broker to ensure delivery of the message to the correct microservice in the other data center.

Techniques for group message thread link administration are described. In one embodiment, an apparatus may comprise a client front-end component operative to receive a join invitation command associated with a group message thread from an administrator client device, the group message thread associated with a message thread identifier, the message thread identifier identifying the group message thread on a messaging system; and send a join invitation link to the administrator client device; and a group management component operative to generate a join invitation link in response to the join invitation command, the join invitation link comprising a thread invitation identifier, wherein the thread invitation identifier is a hash of the message thread identifier. Other embodiments are described and claimed.

Techniques are described for detecting attacks that employ a display name in an email to impersonate an email sender. A computing infrastructure hosting an email security platform may determine a similarity between the display name and an email address from which the email was received. The email security platform may determine the similarity by comparing a string associated with the display name and a string associated with the sender address. The email security platform may generate a similarity value based on a result of the display name being compared with the sender address. The email security platform may determine that the email includes the display name impersonating a name of the sender, based on the similarity value meeting or exceeding a threshold value indicative of impersonation. The email security platform may delete or quarantine the email from an inbox associated with a user account.

Disclosed are systems and methods for improving interactions with and between computers in content providing, searching and/or hosting systems supported by or configured with devices, servers and/or platforms. The disclosed systems and methods provide a novel messaging framework that automatically applies a multi-factor analysis technique to incoming and received messages in order to properly identify a message's type and category, which dictates the manner in which the message is displayed within a recipient's inbox. The disclosed framework operates on two levels: i) it determines whether a message is from a human or machine sender (H/M classification), and ii) it determines the messages category (MAGMA categorization).