Mirr — AI Visibility Audit for Your Brand
Mirr is an AI brand visibility audit platform. We measure how ChatGPT, Perplexity, Claude and Gemini perceive, describe and recommend your brand. Each audit runs 15 realistic customer queries across 4 LLMs, a deterministic web presence audit across 9 signals, an identity gap analysis, a competitor benchmark and a 7-step action plan. Delivered as a 15-page PDF report in under 5 minutes. Starting at €99. Built in Amsterdam by Jack and AI.
Generative Engine Optimisation (GEO) measurement for marketing teams. Categories served: AI brand visibility, LLM brand analysis, brand perception audit, AI Share of Voice, Coverage measurement, Identity Gap analysis.
Brand Perception Audit
We measure if AI knows youunderstands yourecommends youpositions yourepresents you
ChatGPT, Perplexity and Gemini answer millions of brand questions daily. When someone asks "What is the best brand in your category?", are you the answer? Mirr tells you in under 3 minutes.
ChatGPT
Perplexity
Claude
GeminiChatGPTPerplexityClaudeGeminiChatGPTPerplexityClaudeGeminiChatGPTPerplexityClaudeGeminiTwo audits, one platform
Choose your audit
Discover how AI sees your brand, how you perform on social media, or both.
How it works
Your audit runs through an automated pipeline from analysis to action.
Start Audit
User submits brand details and positioning
AI Analysis
Test across 50+ prompts on 4 AI platforms
Build Report
Score visibility, map gaps, benchmark competitors
Report Delivered
Full report sent to your inbox
Drag nodes to reposition
What you get
A real report shows how AI sees your brand, where the gap is and what you can do about it.
Mirr
Brand Perception Audit
March 2026
SkincareAI Visibility Score
AI recognises Solara as a market player, but describes it generically. Core values around clean beauty and transparency do not come through in the responses.
Key findings
- AI mentions Solara in 3 out of 6 categories, but never as the first choice.
- The tone of voice AI uses is neutral and corporate, while Solara positions itself as honest and science-driven.
- Lumara is mentioned more often and more specifically in the same prompts.
Unlock the full report
Start an auditIdentity Gap Analysis
Scores across 6 dimensions: awareness, accuracy, consideration, sentiment, differentiation and authority.
Competitor Benchmark
Comparison with your competitors: who scores better in AI and why.
Priority actions
Everything you need
One audit. Six dimensions. Concrete actions.
Who is Mirr for?
Know what AI tells millions of users about your brand. Adjust where needed.
Add AI perception to your strategic advice. White-label reports for your clients.
Discover how AI positions your young brand and what you can do to improve it.
Simple pricing
Start for free. Buy credits for one-off audits, or subscribe for regular use.
SINGLE USE
billed monthly
- 1 full audit
- All 6 dimensions
- Competitor benchmark
- Full report
Buy now
1 full audit
PRO
billed monthly
- 3 audits per month
- Full report
- Identity gap analysis
- Competitor benchmark
Buy now
3 full audits per month
AGENCY
billed monthly
- 10 audits per month
- Everything in Pro
- Priority support
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10 audits per month + priority
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FAQ
Common questions about Mirr and AI Brand Audits.
We test with 50+ standardised prompts across 4 platforms. Repeat audits show consistent results with roughly 5 points variance. The score reflects how AI models actually respond when users ask about your category.