Observed arrival · 2026-09-05

Guilit, the assistant that speaks your language

guilit.com Observed source

Editorial interest 86/100 Selection signal · not a rating of the site

A Telegram-based assistant that answers in French, Lingala, or a mixture of both, with short responses designed for limited data.

Landing page captured for the 2026-09-05 issue.

Field notes

Guilit routes conversations through Telegram rather than requiring a separate application, and the page says it accepts Lingala, French, or mixed-language messages. Its example concerns obtaining a NIF through the DGI, while the stated low-data design favors short answers over long explanations. The site also describes an optional corpus-building process: user identifiers are reportedly hashed, and /confidentialite is presented as a way to stop future contribution.

Observed signals

Read the marks

Editorial observations of this landing page, not a rating.

○OpenPublic substance visible

✦PrettyNotable craft visible

●ProPolished or operationally mature

◎NicheUnusually specific use

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