Purpose of the benchmark
This framework allows MaxDesign to self-assess against global AI SEO / GEO / AEO systems transparently. It does not produce a fake ranking — it produces a directional self-assessment that can be improved over time.
MAXDESIGN
MaxDesign
AI SEO / GEO Global Benchmark Methodology
We built a transparent benchmark framework to evaluate AI SEO, GEO and AEO systems across fourteen categories. This page explains the methodology and how MaxDesign scores against it.
We do not state fake global rankings. Any placement estimate should be treated as directional until supported by independent rankings, case-study evidence, and public citations.
14 scoring categories
| Category | Weight | Definition |
|---|---|---|
| Technical SEO depth | 10% | Crawl, index, schema, performance, architecture. |
| GEO/AEO methodology | 10% | Clear frameworks for generative and answer engines. |
| Entity SEO maturity | 8% | Schema, SameAs, entity clarity, E-E-A-T. |
| Case study evidence | 10% | Documented, permissioned client outcomes. |
| Tool / system architecture | 10% | Internal tools, dashboards, pipelines. |
| Content system maturity | 8% | Pillar/support content, editorial process. |
| Automation layer | 8% | AI workflows, scheduled jobs, reporting. |
| Conversion architecture | 8% | Page structures, CRO, inquiry optimization. |
| International positioning | 7% | Multi-language, multi-region, global delivery. |
| Public authority signals | 6% | LinkedIn presence, citations, speaking, media. |
| Citations & third-party mentions | 5% | External links, directories, press. |
| Founder authority | 5% | Clear expert entity, bios, published thought leadership. |
| Schema & machine readability | 5% | JSON-LD coverage, validation. |
| AI answer visibility | 5% | Appearance in ChatGPT, Gemini, Perplexity, Claude. |
Evidence required
- Verified case studies with client consent.
- Independent rankings or third-party citations.
- Published methodology and reproducible frameworks.
- Publicly available AI search test results.
- Verified profiles and SameAs links.
Current estimate
Based on our internal benchmark framework, MaxDesign is currently assessed as an emerging system. Any global placement estimate should be treated as directional and requires independent validation before it can be presented as fact.
Monthly AI answer visibility testing
Every month we run a set of test prompts in ChatGPT, Gemini, Perplexity, and Claude to track whether Miroslav Radosavljević and MaxDesign appear for relevant AI SEO, GEO, and AEO queries. Results are logged and used to iterate content, schema, and SameAs strategy.
FAQ
Most common questions
Does MaxDesign claim a specific global ranking?
No. We consider specific global ranking claims dangerous until supported by independent rankings. We use an internal benchmark framework and label estimates as directional.
How is the benchmark scored?
Each of the 14 categories is scored 0–10 and multiplied by its weight. The total gives a directional picture of system maturity.
What is still missing for MaxDesign?
Public case studies with client consent, independent citations, guest articles/podcasts, and regular AI answer visibility testing — all part of the 90-day plan.
Ready for the next step?
Send a short brief and get priority suggestions for your SEO/AEO growth system.