SolutionsVernacular Reputation

The story that breaks in a language nobody on your team reads.

Press and conversation read natively in 40+ languages, 12 of them Indian, rather than machine-translated after the fact, because a complaint framed as a question survives the original and rarely survives the translation.

40+Languages read natively
12Of them Indian
0Machine-translated first
The problem

What this actually looks like today.

01

Regional stories surface only once they go national

By which point it isn't a regional story any more, and the window where it was cheap to handle has closed.

02

Translation quietly changes the meaning

Sarcasm flattens, a question becomes an accusation, a hedge becomes a claim. The sentiment score is then computed on something the author never wrote.

03

Nobody on the team can sanity-check it

When the tool reports a negative spike in a language your team doesn't read, there is no way to tell whether it is real.

A story in Tamil or Arabic carries meaning a blanket English model quietly loses. Reading it natively isn't a feature, it's the difference between a right answer and a plausible one.

A morning you'd otherwise miss

A regional daily runs a story about your product, in a language nobody on your team reads.

Your clipping service finds it tomorrow, in English, as a one-line summary. Here is the same twenty minutes.

  1. 6:40

    The story publishes

    400 words on a product-safety complaint in the local language. No English version exists, and no national outlet has touched it.

  2. +12 min

    Pulled from the outlet's own feed

    Not discovered by an English keyword search. Pulled from that publication's own feed, in its own edition, on the regular sweep.

  3. +13 min

    Read in the original

    Analysis runs on the source text, so a complaint framed as a question reads as a question rather than as an accusation a translation layer invented.

  4. +16 min

    Scored and attached

    Negative, mid-tier credibility, matched to the product line and to the safety topic you already track.

  5. +18 min

    Checked against the narrative

    Third story on this theme in nine days, which makes it a forming narrative rather than an isolated piece.

  6. +20 min

    A response, in that language

    It reaches the Action Center with the outlet and the reporter, and a statement drafted natively in the language the story broke in.

What you get

Built for this job specifically.

Native reading, 40+ languages

The analysis runs on the original text, never on a translation of it.

Regional press, properly covered

Local and vernacular outlets pulled from their own feeds rather than found by chance on an English index.

Responses in the same language

Statements drafted natively, so the register suits the audience actually reading them.

Coverage by language

See which languages carry your conversation, and where sentiment differs by market.

Narrative across languages

A theme forming in one language before it crosses into another.

Vernacular social too

Not just press, the conversation in the language it actually happens in.

In the product

The screen you'd open first.

Illustrative numbers. Your workspace runs on your brand's real data from day one.

Brillaince · Press

Coverage by language

Last 30 days

Live

Languages

English54%
Hindi19%
Tamil11%
Bengali9%
Other7%

Non-English storiesRead natively

46%

Sentiment by language

  • HindiPositive
  • TamilMixed
  • BengaliPositive
The difference

With and without Brillaince.

Without BrillainceWith Brillaince
How regional press is foundWhatever an English index happened to surfaceThe outlet's own feed, in its own edition
How it's readMachine-translated, then scoredRead natively in the original
MeaningSarcasm and hedging flattenedPreserved, because nothing was translated first
The responseWritten in English, translated laterDrafted natively in that language

What this deliberately doesn't do

Every monitoring tool's page is wall-to-wall claims. Here is where the honest line sits.

  • Native reading is not a native speakerThe analysis reads the original rather than a translation, which is a real advantage. It is not a substitute for a local advisor on a genuinely sensitive statement.
  • Coverage depth varies by marketSome markets have far denser digital press than others. We'll tell you honestly what the source coverage looks like for yours before you sign.
Questions

About vernacular reputation.

Which languages are read natively?

40+, including all 12 Indian ones: Hindi, Bengali, Tamil, Telugu, Marathi, Gujarati, Kannada, Malayalam, Odia, Punjabi, Assamese and Urdu, alongside English, Spanish, Arabic, Chinese and the rest.

Does Content Studio write in these too?

Yes. A statement drafts natively in the language the story broke in, rather than being written in English and translated.

How do we verify a sentiment score in a language we don't read?

Every scored story links to the original with the reasoning attached, so a local colleague or your agency can check it directly.

Get started

See it on your own brand's data.

A live walkthrough with our team. No slideware.

Book a Demo