Get Mentioned by Every Model.
LLM optimization that earns your brand mentions across ChatGPT, Perplexity, Copilot, and Claude.
The Models Recommend Who They Trust
LLMs favour brands with clear entities, strong citations, and quotable content. MikirDigital builds all three systematically.
One programme covering ChatGPT, Perplexity, Copilot, and Claude — tracked per model, reported monthly.
When a buyer asks an assistant for the best option, only cited, consistent brands get named. We make yours one of them.
Why Models Matter Now
Buyers now ask assistants before they search. Unnamed brands never make the shortlist.
What You Get With Every Project
Mentions engineered across every major model.
Model visibility audit
See which models mention you — and which mention rivals.
Entity strengthening
Consistent brand facts models can rely on.
Quotable content
Definitions, data, and lists built for answers.
Citation campaigns
Mentions on sources models train on and trust.
Prompt testing
Real buyer prompts tested across every model.
Per-model reporting
Mentions tracked separately for each platform.
LLM Coverage, End to End
Every signal models use to choose brands.
ChatGPT Presence
Prompt-tested presence in the world's most-used AI assistant.
Perplexity Presence
Cited answers on the research-first platform.
Copilot Presence
Visible inside Microsoft's everyday AI surface.
Entity Systems
Knowledge graph strength behind every mention.
Training-Source PR
Digital PR on authoritative sources future training runs learn from.
Mention Analytics
Share of AI answers, tracked like rankings.
The LLM Toolkit
Four major assistants probed monthly, plus the content systems that earn citations.
How We Deliver
Audit, strengthen, publish and track. Tuned per model, every month.
Test
We probe every model with real buyer prompts.
Strengthen
We fix entities, content, and citations first.
Publish
We earn mentions where models look for answers.
Track
We report per-model mentions every month.
Mentioned by Machines
The new front page is an answer.
Every Model
Coverage across all four major LLM platforms.
Honest Methods
Real authority, never tricks models punish.
Measured Monthly
Per-model proof instead of vague promises.
Frequently Asked Questions
Clear answers on how models choose brands, timelines and cost.
Ready to Be the Answer?
Tell us your market and rivals. We will test what models say today and plan the fix.