Scan how ChatGPT, Gemini & other LLMs describe your brand in 3 minutes.
Use AEO optimization to rank in AI search and capture high-intent B2B traffic.
Simulate LLM query patterns
Identify AI SEO weaknesses
Deploy structured data
Boost AI search authority
With leading AI search engines (SearchGPT, Gemini) on the rise, if LLM-generated content contains misinformation, your search rankings and brand reputation are at risk.
Major LLMs may be using outdated historical data to describe your brand, causing users to receive incorrect pricing or specifications during AI searches.
When users ask for product recommendations, AI prioritizes your competitors instead. Our AEO optimization ensures your brand appears at the top of AI answer lists.
Your brand is completely absent from LLM responses? This is the most critical AI SEO crisis of the AI search era. We help you reclaim visibility.
Research shows over 40% of users now use AI assistants for product research and comparison. If your brand is absent or misrepresented in ChatGPT and Gemini answers, you're losing massive potential customers.
Semantics align with official site
Deep answers about the future of search engine optimization
AEO (Answer Engine Optimization) is the most important marketing technique after SEO. It focuses on ensuring large language models accurately cite your brand information when answering user queries, making your brand the "preferred answer" in AI search results.
Traditional SEO handles click-through rates, while AI SEO handles brand "perception." If LLMs misrepresent your product features, users won't even get a chance to visit your website.
For AI search engines with web access, structured data (JSON-LD) is the most authoritative data source. Once deployed, AI can retrieve your latest information faster, reduce hallucinations, and significantly improve brand trust.
AI manages your search presence — and your customer service.
LINE AI Chatbot with 24/7 responses, data security, and regulatory compliance.
Successfully deployed for a century-old Spanish olive oil brand.
Give your AI assistant a memory that actually works.
Local-first. Zero config. One command install.
AI assistants forget everything when you close the chat. You explained your project last week, but today it has no idea. You keep repeating yourself.
memlast gives AI persistent memory across sessions. Cross-session aggregation, temporal reasoning, knowledge updates. All in one SQLite file that never leaves your machine.
500 questions, 5 categories. Higher is better.
| System | Overall | Multi-Session | Temporal | Knowledge |
|---|---|---|---|---|
| Mastra | 94.9% | - | - | - |
| TiMem | 76.9% | - | - | - |
| memlast v0.2 | 71.5% | 56.4% | 44.3% | 76.9% |
| Zep | 71.2% | - | - | - |
| mem0 (3rd party) | 49.0% | - | - | - |
* Different judge models across systems. memlast uses gpt-5.4-mini.
Vector search + full-text search + RRF fusion + cross-encoder reranking. Real semantic understanding, not just keyword matching.
Every memory has a timestamp. Ask "what did I work on last week?" or "how many days between X and Y?" and it can answer.
Everything stored in one SQLite file on your machine. No cloud, no API keys. Your memories never leave your computer.
Brand search optimization, AI memory technology, enterprise solutions