“We found out a competitor was owning our category in ChatGPT — three weeks before we'd have noticed in a board meeting.”
Head of Growth · Series B HR Tech
Find out which AI answers recommend you — and which ones recommend your competitor.
brandmirror://acme.com/citation-monitor
live citation monitor live
chatgpt-4o
68%
citation rate
+12% #1
claude-3.7
43%
citation rate
+7% #1
perplexity
28%
citation rate
-4% #3
google-aio
54%
citation rate
+19% #2
340 prompts · 4 engines · updated 2m ago_
4
ai engines monitored
340
prompts tracked / brand
24h
data refresh
48h
to first report
helix.labs
northrunner
curveline
lattice/work
anchormark
// illustrative — fictional brand names representing tracked categories
“BrandMirror flagged that our positioning had drifted in Claude. We adjusted our copy and it was back in answers within ten days.”
VP Marketing · Fintech, 50–200
“First tool that treats AI as a real channel. Replaced three internal scripts and a spreadsheet I was maintaining myself.”
Founder · B2B SaaS
Your brand is being ranked by AI every day. You just can't see it.
You're invisible — and you don't know it
When a buyer asks ChatGPT which CRM to use or which agency to hire, your brand may not appear. No alert fires. No report lands. You're losing pipeline silently.
Your competitors already own the answer
AI engines don't rotate citations fairly. One brand gets named consistently; the others vanish. Mention share in AI is becoming as critical as organic search rank — and it's almost entirely unmeasured.
AI describes you in ways you can't control
AI systems paraphrase, compress, and reframe positioning. They may misrepresent your differentiators, or conflate you with a competitor. You can't fix what you can't see.
Six things you can't see today.
All on one screen tomorrow.
From citation tracking to drift detection, full visibility into how AI sees your brand and your category — without a single integration.
type CitationTracking = {
Know exactly when your brand appears in AI answers
Track citation position, mention rate, and prompt triggers across all four AI engines. See the full text of how each AI describes your brand — and watch it change over time.
}
type CompetitorShare = {
See who owns the answer in your category
Compare mention share across ChatGPT, Claude, Perplexity, and Google AI Overviews. Get prompt-level breakdowns: where you lead, where competitors dominate, who's gaining.
}
type PositioningMonitor = {
Catch when AI misrepresents your brand
AI systems compress and reframe positioning over time. We track every change and alert you the moment a key differentiator stops appearing in answers.
}
type PromptIntelligence = {
Find the buyer questions where no brand is winning yet — before competitors plant their flag.
}
type DriftAlerts = {
Same-day notification when citation rate drops or a competitor surges past you in a key prompt.
}
type WeeklyReports = {
Structured digests with prioritized actions your team can ship — not raw dashboards to interpret.
}
Up and running in 48 hours.
01 / connect
Connect your brand and category
Tell us your brand, top competitors, and the buyer categories to monitor. No code, no integration — a single 20-minute setup call.
02 / monitor
We query AI engines daily across 340 prompts
We send structured prompts to ChatGPT, Claude, Perplexity, and Google AI Overviews — mimicking real buyer research. Every citation, position, and description is captured.
03 / report
Get weekly reports that drive action
Citation rate trends, competitor share shifts, positioning changes, and prompt opportunities — prioritized by impact and delivered every Monday.
See exactly how you
stack up in every AI.
It's not enough to know whether you appear. You need to know who owns the answer in your category — and which prompts they're winning on — so you can act.
- → competitor citation share across all 4 engines
- → prompt-level breakdown: where you win, where you lose
- → weekly delta: who's gaining, who's declining
- → side-by-side positioning comparison
brandmirror://competitive/share-of-voice
citation rate · this week 4 brands
brand: acme.you YOU
chatgpt 68%
claude 43%
perplexity 28%
google-aio 54%
brand: rival-co
chatgpt 81%
claude 72%
perplexity 65%
google-aio 47%
brand: startup-x
chatgpt 32%
claude 28%
perplexity 71%
google-aio 18%
brand: legacy-inc
chatgpt 19%
claude 14%
perplexity 11%
google-aio 29%
AI is the new search layer.
Most brands haven't noticed.
The window to establish AI visibility before competitors is open right now. Brands that start measuring this quarter will compound a lead the rest can't close.
// thesis
Traditional SEO took fifteen years to become a competitive necessity. AI visibility is on the same trajectory — compressed into eighteen months. The early movers win by default.
58%
of US adults use AI tools for product or service research
// Pew Research, 2025
4×
YoY growth in buyer queries to AI answer engines
// SimilarWeb, 2025
71%
of B2B buyers consult an AI engine before visiting a vendor site
// Forrester, 2025
Built by Iddo Chaim — previously growth and analytics at venture-backed B2B startups. Started BrandMirror after watching three customers find their category through ChatGPT instead of Google in a single quarter.
Questions we hear most.
Q01 How much does BrandMirror cost?
Pilots start at $1,200/month for a single brand and category, including 340 prompts and weekly reports. Custom plans for agencies and multi-brand monitoring start at $3,800/month. We don't list pricing publicly because we tailor the prompt set per buyer category — book a demo and we'll quote on the call.
Q02 Why not just prompt ChatGPT myself once a week with a Google Sheet?
You can — we did it for two years. The problem is that LLM answers are stochastic (the same prompt returns different answers across runs and over time), each engine has different rate limits and access patterns, and model versions silently roll out and shift outputs. We run statistically valid sampling, persona-conditioned prompting, and version-pinned tracking across four engines daily. A spreadsheet measures one moment; we measure the trend.
Q03 How do you handle the fact that AI answers are non-deterministic?
Each prompt is queried multiple times per cycle at fixed temperature settings, with persona priming. We report citation rate as a frequency (e.g. 'mentioned in 68% of runs') rather than a binary present/absent. Weekly deltas are statistically thresholded so we don't fire alerts on noise.
Q04 What about data privacy — do you store my prompts or send them anywhere sensitive?
Your prompt library and dashboard are private. We don't share data across customers. Prompts are sent only to the AI engines being monitored (ChatGPT, Claude, Perplexity, Google AI Overviews) using non-training enterprise endpoints where available. SOC 2 Type I in progress, Type II Q4 2026.
Q05 Which AI engines do you monitor — and can you add more?
ChatGPT (GPT-4o and GPT-5), Claude (Anthropic, latest stable), Perplexity, and Google AI Overviews — the four currently driving the most buyer-influencing answers. Microsoft Copilot and Meta AI are on the roadmap. Custom engines on request for enterprise plans.
Q06 Is this useful if I already rank well in Google?
Often more so. AI engines synthesize the web differently from Google's classic ranker. A brand can have strong SEO and still be absent from AI answers — and vice versa. They're distinct surfaces that need separate monitoring and separate strategies.
Q07 How do I get started?
Book a 30-minute demo. We'll show you the platform with live data from your category — and if it's a fit, your pilot is live in 48 hours. No contract for the first month.
12 pilot spots open this quarter
See BrandMirror
with your brand's
live data.
Book a 30-minute demo. We'll show the platform live with real prompts from your category — so you see exactly what AI is saying about your brand today.
// no contract · no credit card · pilot live in 48h