Mashina. studio

Free Technical Review · Closed Beta

Does AI recommend you or your competitors?

When buyers ask ChatGPT, Perplexity, or Gemini for provider recommendations in your industry, the models offer exactly 2 to 3 concrete companies. Most business websites are completely invisible to generative AI search engines.

We built a dedicated GEO intelligence platform to audit, analyze, and track AI recommendations. Ahead of public release, we are opening closed beta testing for 15 selected companies, receiving 100% free access to the application and comprehensive query suites in exchange for feedback.

We inspect technical prerequisites (llms.txt, robots.txt AI bots, Schema.org entities) alongside live citation generation across all three leading foundation models.

System Comparison · Specification

GEO Specification
Classic SEO vs GEO

LIVE
Classic SEO
GEO · AI Engines
Channels & Engines Google, Bing indexing
Channels & Models ChatGPT, Perplexity, Gemini
Result Format List of 10 blue links
Result Format 1–3 direct recommendations
Technical Standard sitemap.xml, meta tags
Technical Standard llms.txt, robots.txt, Schema.org
Ranking Source Keywords & backlinks
Ranking Source Semantic facts & RAG bases
Core Objective Competing for clicks across 10 blue links
Core Objective Direct recommendation at the point of buying intent

Free Instant Scan · Technical Readiness

Instant Technical GEO Scan
Code Analysis, AI Crawlers & Standards

ONLINE · €0

Enter your website domain for an instant technical audit of AI search accessibility (GPTBot, ClaudeBot, Perplexity), the llms.txt standard, Schema.org entities, and content purity for RAG systems.

Platform Capabilities · Three Pillars of Analysis

Pillar 01

Live AI Queries

We simulate real customer search prompts across ChatGPT, Perplexity, and Gemini. We verify whether AI cites you, recommends you as a trusted provider, or has no knowledge of your brand.

Pillar 02

Competitor Benchmarking

Who artificial intelligence recommends instead of you and why. We dissect the source links, citations, and knowledge graphs models use to justify recommending competitors.

Pillar 03

Complete GEO Optimization

Clear, actionable optimization blueprints: llms.txt implementation, AI crawler configuration (GPTBot, PerplexityBot), Schema.org entity graphs, and RAG ingest readiness.

15 SPOTS

Closed Beta Testing

We are onboarding 15 test accounts for full, free access to our GEO intelligence platform.

  • 01 100% free platform access: All 15 beta participants receive full query allowances and complete diagnostic reports.
  • 02 Live AI queries (ChatGPT, Perplexity, Gemini): Real model outputs for high-intent customer prompts in your niche.
  • 03 Competitor benchmarking: Full breakdown of cited sources and ranking factors for rival businesses.
  • 04 No subscriptions or payments: Zero hidden costs — all we ask for in return is your honest feedback.

Closed Beta Intake · 15 Spots Available

Secure your free testing spot

Submit your business details below. Selected applicants receive complimentary access to the private testing suite to run automated queries across ChatGPT, Perplexity, and Gemini.

01

Submit Application

Enter your company and domain details for closed beta consideration.

02

Intake Review

Selection of 15 beta accounts for complimentary access to the tool.

03

Access Activation

Direct platform link and login credentials dispatched to your email address.

04

Beta Exploration

Test the platform and execute automated queries across ChatGPT, Perplexity, and Gemini.

100% free for 15 beta participants: No credit card required, zero sales calls.

Application is 100% free and non-binding. We use your data strictly to review your intake and deliver access. Learn more in our Legal Terms.