Trusted by industry leaders for 20 years
LLM Summary References & Semantic Citations
We optimize your digital footprint for Next-Gen AI Discovery tools. By monitoring training indices, co-occurrence, and semantic links, we ensure your brand gets recommended by AI.
01
Citation Optimization
Formatting pages with links and structures that prompt LLMs to cite your site.
02
Co-Occurrence SEO
Building mentions of your brand alongside top industry keywords to build associations.
03
LLM Tracking
Analyzing chatbot answers to trace why and where competitors get recommended.
04
Semantic Links
Acquiring authority backlinks that establish your brand as a primary database reference.
Partner with Madtech for verifiably better search reach
Our engineers, writers, and specialists coordinate direct on-page markup and off-site PR distributions to earn authority references.
- AI Summary Citation Audits
- Co-Occurrence Mention Building
- LLM Training Index Alignment
- Semantic Relationship Mapping
- High-Authority Entity Placement
- AI Query Pattern Research
- PR Mention Acquisitions
- Knowledge Panel Integration
Frequently Asked Questions
What is GEO in digital marketing?
GEO (Generative Engine Optimization) involves formatting and positioning your brand content so AI search tools choose to recommend it in summaries.
How do AI engines compile summaries?
AI search tools read high-authority entity databases, crawls, training indices, and contextual pages to assemble direct answers with citations.
