CUE d’Amour launches the beta version of the reply generation algorithm “LOVE_REPLY_STRATEGY_ENGINE_V2”

On August 29, 2026, CUE d’Amour, a romantic communication support and coaching service, began offering the beta version of its new reply generation algorithm, “LOVE_REPLY_STRATEGY_ENGINE_V2.”

CUE d’Amour supports moments when users are unsure how to reply on dating apps, LINE, or other messaging services, want to organize the flow of a conversation, or want to reconsider the distance in a relationship.

Through reply generation support, conversation analysis, self and partner analysis, and relationship reports, the service aims to help users pause, organize the situation, and make their own decisions instead of moving forward on emotion alone.

About LOVE_REPLY_STRATEGY_ENGINE_V2

LOVE_REPLY_STRATEGY_ENGINE_V2 revises the previous reply generation algorithm and has been redesigned to propose replies better suited to romantic communication and coaching contexts.

Rather than looking only at the latest message in isolation, V2 places greater emphasis on organizing the overall conversation flow, multiple details shared by the other person, the tone and distance of the exchange, and profile information before composing reply candidates.

Romantic messaging often includes situations such as:

• the other person shares several things at once and it is unclear what to respond to
• a reply is not technically wrong, yet the conversation still feels out of sync
• a reply feels too heavy or too casual for the current distance
• it is difficult to choose a topic for a first message
• you want a natural reply based on the other person’s profile and the recent conversation
• you want to show interest without sounding too forceful

These situations are difficult to organize through simple text generation alone.

What we prioritize in romantic communication

LOVE_REPLY_STRATEGY_ENGINE_V2 is designed to handle these relationship-specific situations more carefully. It considers not only the content of a conversation but also the relationship context in which it is taking place before proposing multiple reply candidates.

Our existing safety principles remain in place. The engine should not treat something the other person never said as fact, and it should avoid expressions that close the distance more than the situation reasonably supports.

The goal is not for AI to decide the answer to a relationship.

CUE d’Amour does not send replies automatically.

Reply candidates and analysis are reference materials. The user decides which words to send and what kind of relationship to build.

With V2, we place particular emphasis on organizing that decision-making material more closely around the context of romantic communication.

Available as a beta

LOVE_REPLY_STRATEGY_ENGINE_V2 is currently provided as a beta version.

We will continue improving conversation understanding, the naturalness of reply candidates, and distance adjustment while reviewing real-world usage and reply quality.

200 Love Points for eligible existing users

To mark the V2 beta launch, and as an apology for inconvenience some users experienced with the previous reply generation feature, we granted 200 Love Points to eligible existing users.

Granted Love Points can be used in CUE d’Amour under Settings → Plans & Billing to purchase additional packs for reply generation and other features.

Looking ahead

CUE d’Amour does not treat romance as a set of stock phrases or tactics. It aims to help users choose communication they can stand behind by organizing the conversation flow, relationship distance, and their own thoughts.

We will continue improving CUE d’Amour as a romantic communication and coaching service that supports more thoughtful, accessible, and natural word choices.