What is AEO and why do we need logs?

Answer Engine Optimization (AEO) ensures your brand is correctly cited by conversational AI engines like ChatGPT and Perplexity. AEO logs show you exactly which AI crawlers visit your pages, what queries they run, and how well your content matches their semantic indexing patterns.

How do you detect AI bots?

We analyze server-side traffic patterns and verify official user-agents (e.g., GPTBot, ClaudeBot, PerplexityBot) using reverse DNS checks to prevent spoofing by rogue crawlers.

Does it affect website speed?

Not at all. The log collector operates asynchronously in the background at the middleware layer. It logs bot traffic without adding any overhead to standard client requests.

// MOD-02 · Answer Engine Optimization

AEO AGENT LOGS
AI Index & Search Audit

Track how ChatGPT, Perplexity, Gemini, and Claude index your brand. Monitor query match rates, crawler frequencies, and semantic visibility metrics in one clean dashboard.

// Key Features

Audit AI Search Activity

Gain complete visibility into how conversational AI agents perceive and format your brand's digital presence.

AL-01

🔍

Crawler Identification

Monitors and categorizes server requests from GPTBot, ClaudeBot, PerplexityBot, Applebot-Extended, and Google-Extended to segment AI search engines.

AL-02

🎯

Semantic Match Score

Measures how well your schema markup, structured JSON, and page content match semantic queries generated by AI search engines.

AL-03

📊

Bot Distribution Insights

Presents clear visual breakdowns of LLM agent volumes, request frequency, and which URLs are most frequently referenced in AI answers.

// Dashboard Interface

AI Agent Logs Control Center

Review the actual dashboard screen displaying bot volumes, semantic match rates, and real-time LLM query logs.

aeo_agent_logs_panel.cfg

[ 🔍 CLK_TO_EXPAND ]

// Middleware Crawler Logs

Crawler Traffic Simulation

aeo-crawler-detector v1.8

aeo-admin ~ $ monitor --live-bots[Incoming Request] IP: 23.98.142.12 | User-Agent: Mozilla/5.0... GPTBot/1.2; (+http://openai.com/gptbot)Reverse DNS Check: gptbot-23-98-142-12.openai.com -> VERIFIED.[Semantic Match] Path: /urunler/finans-kolay | Context matched with query: "best SME invoicing software Turkey"[AEO Metric] Match Relevance: 94.6% | Structured Data Match: YES (JSON-LD detected)✓ GPTBot request logged, matched index updated, and semantic success rate synced to admin panel.

// Business Outcome

⚡

Transformation Impact

Unlock search visibility in the AI era. Ensure your products and services are correctly understood by LLMs, increase your chance of being recommended in Perplexity/ChatGPT searches, and protect brand authority.

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AEO and User Support Synergy

📖 Docu-Support

AI corporate support agent reading your company documents factual

💬 DijiCrea Feedback

Capture screen annotations, user logs, and UX bugs inside your site

Request a Demo

Request a trial of our AEO Agent Logs module to see which AI engines are scraping your page right now.

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AEO AGENT LOGSAI Index & Search Audit