๐Ÿ‡ฎ๐Ÿ‡ณ built for india

we measure how brands appear inside ai-generated answers.

when buyers ask ai assistants what to buy, some brands appear in the answer and some don't. this project measures which is which โ€” and why.

see a sample report โ†’

simulation ยท

best protein bar brands in india

engine answers stream in here

geo score

presence
ยทhow often you appear in the answer at all
position
ยทhow early in the answer you appear
sentiment
ยทhow positively the engine describes you
share of voice
ยทhow much of the answer is you vs competitors

prioritized fixes

your prioritized fixes appear here

the answer might not be what you expect

what an ai answer looks like when someone asks this question

best D2C skincare brand in India?
ChatGPT
Minimalist, Dot & Key, Plum, and mCaffeine.
Truvio
Your brand: 0 appearances. Minimalist leads at 74/100.

the process

how truvio works.

here's the pipeline this project runs, step by step.

01

audit

score your presence, position, sentiment, and share of voice across ChatGPT, Gemini, and Claude.

gpt
gemini
claude
02

benchmark

see your score against the competitors the engines actually mentioned alongside you โ€” not the giants.

you
competitor
03

prioritize

fix list weighted toward off-site earned media โ€” listicles, reddit, review aggregators. where engines actually cite from.

P1off-site coverage
P2entity markup
P3on-page content
04

fix

a prioritized list of concrete changes, ranked by likely impact.

05

monitor

re-run the audit yourself to see whether a change affected the score. no automatic recurring scan or alerts here.

0engines trackedChatGPT, Gemini, Claude
0scoring dimensionspresence ยท position ยท sentiment ยท sov
~1 minper auditno account needed

audits across

ChatGPT
Gemini
Claude
ChatGPT
Gemini
Claude
ChatGPT
Gemini
Claude
ChatGPT
Gemini
Claude
ChatGPT
Gemini
Claude
ChatGPT
Gemini
Claude
ChatGPT
Gemini
Claude
ChatGPT
Gemini
Claude
ChatGPT
Gemini
Claude
ChatGPT
Gemini
Claude
ChatGPT
Gemini
Claude
ChatGPT
Gemini
Claude
ChatGPT
Gemini
Claude
ChatGPT
Gemini
Claude
ChatGPT
Gemini
Claude
ChatGPT
Gemini
Claude

context

two different games.

as buyers shift from searching to asking, the question isn't โ€œdo I rank?โ€ anymore. it's โ€œdoes the AI know I exist?โ€

seo โ€” for Google

optimises your pages so Google's crawler ranks you higher in blue-link search results. you win by earning clicks.

geo โ€” for AI engines

optimises how your brand is cited by ChatGPT, Gemini, and Claude when buyers ask questions. being named in the answer is what this measures.

ref: Aggarwal et al., โ€œGEO: Generative Engine Optimization,โ€ KDD 2024

industry research

โ€œBy 2026, traditional search engine volume will drop 25%, with search marketing losing market share to AI chatbots and other virtual agents.โ€

โ€” Gartner, Inc. (Feb 2024)

what buyers are asking AI right now

โ€œbest skincare brand in india right nowโ€
โ€œwhich protein powder is best for beginnersโ€
โ€œtop edtech platforms recommended by studentsโ€
โ€œis this a trusted D2C brand?โ€
โ€œbest alternative to MamaEarth for oily skinโ€
โ€œwhich fintech app is safest for investmentsโ€
โ€œrecommended HR software for indian startupsโ€
โ€œbest cloud kitchen brand in delhiโ€
โ€œwhich brand do dermatologists recommendโ€
โ€œtop logistics partner for ecommerce in indiaโ€
โ€œbest B2B SaaS tool for supply chainโ€
โ€œwhich ayurvedic brand is most trustedโ€
โ€œbest skincare brand in india right nowโ€
โ€œwhich protein powder is best for beginnersโ€
โ€œtop edtech platforms recommended by studentsโ€
โ€œis this a trusted D2C brand?โ€
โ€œbest alternative to MamaEarth for oily skinโ€
โ€œwhich fintech app is safest for investmentsโ€
โ€œrecommended HR software for indian startupsโ€
โ€œbest cloud kitchen brand in delhiโ€
โ€œwhich brand do dermatologists recommendโ€
โ€œtop logistics partner for ecommerce in indiaโ€
โ€œbest B2B SaaS tool for supply chainโ€
โ€œwhich ayurvedic brand is most trustedโ€

where does your brand stand?

free audit across ChatGPT, Gemini & Claude โ€” 60 seconds.

leaderboard

who's being cited. who's not.

India brands scored across ChatGPT & Gemini

view full leaderboard โ†’

your brand should be here.

try it now

see what buyers are asking.

type your brand. see the exact questions buyers are already asking these tools.

queries appear here once you fill in both fields

faq

faq.