Find out what AI says about you
Every day, ChatGPT, Perplexity, Claude and Gemini answer buying questions in your category. We measure how often they name you, who they recommend instead, and the exact fixes that change the answer.
brand_
moonsign.co.in
ai visibility
Under-indexed
named in 31% of answers
95% CI 23–39% · 130 queries
per_engine_
named_instead_
decorva.app · +5
measured across every major answer engine
The four ways AI misreads your brand
Answer engines don’t rank pages — they pick names. Here’s where you’re losing the answer, and what we measure to win it back.
“What are the best analytics platforms for a mid-market SaaS?”
For mid-market SaaS, the most cited options are DataPeak, Clarisignal, and Northbeam. Each offers strong attribution and self-serve onboarding…
mention_
No
cited_
3 rivals
score_
34/100
The answer is being written right now
Every day buyers ask AI for recommendations in your category — and it names someone.
“best app to design my new home?”
Top pick: Decorva
Most cited: Decorva [1][2]
“ideas for a full room makeover?”
I’d start with Decorva
Most homeowners choose Decorva
Decorva cited as a top source
not mentioned
From a buyer’s question to your citation
A buyer asks AI
One of 50+ buying-intent prompts in your category.
Five engines answer
ChatGPT, Perplexity, Claude, Gemini & AI Overviews — sampled 3× each.
Someone gets named
We read every answer verbatim and check if it’s you.
The fix that moves it
A ranked change list — then re-measure the lift.
Measurement you can defend, not guesswork
We query the engines live and sample every prompt multiple times, so each number ships with a 95% confidence interval — the difference between a real measurement and a vibe.
Every engine, every prompt
ChatGPT, Perplexity, Claude, Gemini and AI Overviews — probed across a full buying-intent prompt taxonomy, not a single query.
Statistical confidence
Each prompt is sampled repeatedly and reported with a 95% Wilson confidence interval, so you know what’s signal and what’s noise.
Track your climb
Re-run after every fix and watch your mention rate move. Competitor co-occurrence updates with you.
The answer was already being decided without them
“We thought we were everywhere. The audit showed AI named a competitor we’d never heard of in 6 of 10 buying prompts. We had the gap closed in a sprint.”
Head of Growth
Series-B fintech
100+ signals that decide if AI quotes you
We score the on-page signals answer engines rely on, then connect them to your live mention rate — so every fix maps to a measurable change.
{ "brand": "moonsign.co.in", "visibility_score": 34, "mention_pct": 31, "ci_95": [23, 39], "engines": { "chatgpt": true, "claude": true, "perplexity": false, "gemini": false }, "share_of_voice_pct": 11, "named_instead": ["decorva.app"] }
real-time querying
Wilson 95% CI
per-engine breakdown
0
answer engines queried live, per audit
0×N
buying-intent prompts, each sampled for a 95% CI
0+
AEO / GEO signals scored against competitors
See what AI says about you today
Run a free audit on one domain — real engine data, confidence intervals, competitor co-occurrence, and a ranked fix list. No credit card.