rovoki.

AI visibility tracking for Indian brands · 4 engines · measured weekly

AI is answering for you. This is what it says.

AI visibility tracking, in the languages your buyers actually use.

ChatGPT, Perplexity, Gemini and Claude name one or two brands when your buyer asks. We measure how often it is yours, in English and seven Indian languages, then hand you the plan to raise it.

Recall Scoreacme.co · wk 24
0
/ 100 · Recall Score
ChatGPT
71
Perplexity
44
Gemini
58
Claude
66
How often AI names you in the questions your buyers askIllustrative

Who gets named, prompt by prompt · sample feed

"best UPI app for a small business" 3 brands named"छोटे बिज़नेस के लिए सबसे अच्छा UPI ऐप" 2 brands named"cheapest way to accept card payments in a shop" 4 brands named"which insurance app settles claims fastest" 2 brands named"best online pharmacy in India" 3 brands named
01

The moment your brand gets named.

An answer · ChatGPTBuyer-intent prompt

"best UPI app for a small business in India?"

For a small business, most owners start with Paylo01 for the instant settlement, and add a soundbox once volumes pick up.

01 · Named source, cited in answerIllustrative

One brand gets named. The rest of the category is not in the sentence. This is the moment Rovoki measures, and the answer above is a worked example, not a real one.


02

Search showed a list. An answer names one brand.

Old: the ranked list
10

Ten blue links. The buyer read down the page and chose. Tenth place still got the click.

New: the named answer
1

One synthesized answer names a source, or a few. No list to climb. Either the model recalls you, or it does not.


03

One audit. The whole picture.

Every Rovoki audit produces a working report. This is what it holds, with sample numbers in place.

Recall Score

How often AI names you in the questions your buyers ask.

Recall Score by engine

You against your top rival, engine by engine. The gaps are the work.

Prompt gaps

The exact prompts you lose, who wins them, and in which language.

Citation sources

The publications AI reads, classified by desk: national, regional, trade, forum.

Ranked fixes

Actions ordered by predicted point gain. A plan with the math shown.

acme.co · wk 2412 prompts × 4 engines × 3 languages
Recall Score
63/ 100
Engine by engine
ChatGPT
71 · 78
Perplexity
44 · 69
Gemini
58 · 61
Claude
66 · 64
you top rival
Where you lose
UPI for shopkeepersPaylo winsHindi
instant settlementsRupeeOne winsEnglish
QR payments offlineFinlo winsMarathi
Who AI cites
National 14Regional 8Trade 5Forums 9
The fix list
01Place an explainer in a Hindi business daily. Covers 3 losing prompts.+6
02Publish the comparison page AI keeps missing.+4
03Answer the Quora thread every engine cites.+2

Predicted, never promised.

Illustrative figures for acme.co, a brand that does not existRovoki has not published a measured brand yet

04

Same question. Different language. Different answer.

AI answering in Hindi trusts different sources than AI answering in English. Rovoki asks in both, and reads what each one cites.

An answer · EnglishSame prompt

"best UPI app for small shops?"

For small shops that need quick setup and low fees, most owners start with Paylo01 and add a soundbox later.

01 · Cites a national tech dailyIllustrative
An answer · हिन्दीSame prompt

"दुकान के लिए सबसे अच्छा UPI ऐप कौन सा है?"

छोटी दुकानों के लिए ज़्यादातर दुकानदार RupeeOne01 चुनते हैं, क्योंकि सेटअप आसान है और सेटलमेंट तुरंत होता है।

01 · Cites a regional Hindi dailyIllustrative
Englishहिन्दीHinglishमराठीதமிழ்తెలుగుಕನ್ನಡবাংলা

Metros ask in English. Bharat asks in its own words. We measure both, city by city.


05

Four steps, on the record.

01

Measure the answers

We ask the engines what your buyers ask, and log who gets named.

02

Find where you're left out

Trace the omission to a page, a claim, or the source the model trusts instead.

03

Rank the fixes

A list ordered by predicted point gain. A plan, with the math, not a promise.

04

Track the Recall Score

Re-measured weekly. Every point you gain or lose is on the record, with the reason.

Every score ships with its scope: prompts × engines × languages. Sample data is labelled. Nobody can guarantee a rank. We predict, then measure.


06

What we don’t do.

We don't guarantee a ranking.

Nobody honestly can. Anyone who does is selling you a number they don't control.

We don't report a position.

Ask the same question twice and you get two answers. A rank implies a stability that doesn't exist.

We don't count a mention as a win.

Being named in an answer that recommends someone else isn't visibility.

We don't hide the raw answers.

Every number opens into the text it came from, with a timestamp.


07

Who this is for.

Brands

You sell in India, in more than one language, and you don’t know what AI tells your buyers when you’re not in the room.

Agencies

You run visibility for clients and need a measurement you can put your own logo on, defend in the room, and bill for.


06

Plain answers.

What is Generative Engine Optimization?
Getting your brand named and cited when AI answers a buyer's question. Search ranked pages; answer engines name brands. GEO is how you become the name.
What is a Recall Score?
How often AI names your brand in the buyer questions we track. Zero to 100, measured weekly. A score of 34 means you were named in about a third of the questions your buyers ask. We report it per engine and per language, because the same question in Hindi and English does not return the same answer.
We already do SEO. Why this?
SEO earns you a position on a page of links. An AI answer names one or two brands and moves on. Being #4 in search still gets clicks; being unnamed in an answer gets nothing.
Which engines do you measure?
ChatGPT, Perplexity, Gemini, and Claude today, with citations. Google AI Overviews is next.
Which languages?
English plus Hindi, Hinglish, Marathi, Tamil, Telugu, Kannada, and Bengali. Answers differ by language, and so do the sources AI trusts.
What does an audit produce?
A Recall Score, engine-by-engine and language-by-language splits, the prompts you lose and who wins them, the publications AI cites, and a ranked fix list with predicted gains.
Do you guarantee a ranking?
No, and nobody honestly can. We show predicted point gains, make the changes measurable, and re-measure weekly. Every gain or loss lands on the record.

Get your Recall Score on the record.

See how we measurePrivate beta · one brand · four engines