The GEO Platform That Sees What AI Sees
We analyze your site from the AI model perspective. We optimize for semantic recall — not just keyword matching. Stop guessing. Start knowing.
Every GEO Tool Monitors What AI Says.
We Reveal What AI Sees.
PROGEOLAB operates at the infrastructure layer — where AI models crawl, process, and decide what to cite.
LLM Bot Telemetry
Your server logs contain the truth. We decode how GPTBot, ClaudeBot, and PerplexityBot crawl your content — page by page, model by model. Know which pages AI reads, which it skips, and which it cannot access.
Semantic Recall Alignment
Traditional tools match keywords. PROGEOLAB aligns your content with how LLMs actually retrieve information — through context, relationships, and intent. Get cited even when users do not mention your exact terms.
Unified Visibility Score
One score. Three dimensions. SEO ranking, GEO citation frequency, and AEO answer optimization combined into the only metric that reflects how brands are truly discovered in 2026.
Citation Decay Monitoring
AI citations rotate every 45 days on average. PROGEOLAB monitors citation half-life in real time and triggers content refresh workflows before you lose visibility you already earned.
Model Comprehension Analysis
ChatGPT, Claude, Gemini, and Perplexity each process your brand differently. We model how each LLM internally represents your brand information — and optimize for each.
Untapped Topic Discovery
We systematically identify topics where LLMs have weak or no reliable answers in your industry — then help you create authoritative content to fill those gaps. Be the answer where no answer exists.
The PROGEOLAB Platform
A six-module intelligence platform that takes you from monitoring to optimization in a unified workflow.
Collection
Manual and automated data gathering across LLMs and AI search engines
Analysis
Snapshots, visual dashboards, and deep postprocessing tools
Visibility
Timeseries tracking across all monitored AI models and platforms
Configuration
LLM sources, location proxies, and question/prompt configurations
Templates
Industry-specific constructors and pre-built GEO workflow templates
Automation
Scheduled monitoring, analysis, and content optimization tasks
Original Data. Unique Insights.
The research that AI search engines cite. Published quarterly with proprietary data from PROGEOLAB's bot telemetry network.
State of AI Bot Crawling Q1 2026
Which AI crawlers visit the most pages? Which content types do they prefer? How do Fortune 500 sites handle AI bot access? Proprietary data from our server log analysis network.
AI Citation Rate Benchmarks by Platform
Definitive benchmark data on how often ChatGPT, Claude, Gemini, and Perplexity cite content — broken down by industry, content type, and Schema markup presence.
How Long Do AI Citations Last?
The first comprehensive study of citation decay across AI platforms. How quickly do citations rotate? What content characteristics extend citation half-life?
AI Citation Baseline: GEO Tools in 2026
How AI search engines cite GEO platforms when users ask about AI visibility tools. A snapshot of the current citation landscape.
| Query | ChatGPT | Claude | Perplexity | Gemini |
|---|---|---|---|---|
| "Which AI bots crawl my site?" | No authoritative source | Scattered dev blogs | Stack Overflow fragments | No clear authority |
| "How to optimize for ChatGPT" | Generic SEO blogs | Search Engine Land | Frase, SEL | Mixed sources |
| "AI citation rate benchmarks" | Conductor report | Limited data | Superlines, Conductor | No clear source |
Key finding: People are forgetting that AI sees differently.
How PROGEOLAB Works
Four steps from invisible to cited. From monitoring to optimization in one platform.
Analyze
We scan your server logs to map AI bot behavior and query 10+ LLMs to measure your current citation landscape.
Diagnose
Our Reasoning Engine identifies why AI cites your competitors — and what your content is missing for semantic recall.
Optimize
Semantic recall alignment, content architecture, and Schema implementation tuned for each AI model's preferences.
Monitor
Real-time citation tracking, decay alerts, and automated content refresh workflows keep you visible continuously.
Frequently Asked Questions
Everything you need to know about Generative Engine Optimization and the PROGEOLAB platform.
GEO is the practice of optimizing content to appear in AI-generated answers from platforms like ChatGPT, Perplexity, Google AI Overviews, and Claude. Unlike SEO which targets search engine rankings, GEO targets citation and mention in AI-synthesized responses where users get direct answers without clicking through to websites.
SEO optimizes for traditional search engine rankings and click-through rates. GEO optimizes for visibility inside AI-generated answers. Different signals, different retrieval logic, different optimization levers. Gartner projects traditional search volume will decline 25% by 2026 as AI search grows — making GEO essential alongside SEO.
PROGEOLAB operates at the infrastructure layer, not just the output layer. We analyze AI bot crawl behavior through server log telemetry, model how LLMs comprehend your brand, and optimize for semantic recall — not just keyword matching. No other platform combines bot-side intelligence with citation monitoring and optimization in a single workflow.
LLM bot telemetry is the analysis of server logs to understand which AI crawlers (GPTBot, ClaudeBot, PerplexityBot, etc.) visit which pages on your site, what content they process, what they skip, and what they are blocked from accessing. This reveals what AI models actually see when they visit your website — insight no other GEO tool provides.
Semantic recall alignment optimizes content so that LLMs retrieve it based on meaning, context, and intent — not just keyword matching. This ensures your content appears in AI answers even when users phrase questions differently than your exact terminology.
PROGEOLAB monitors 10+ AI platforms including ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, Grok, DeepSeek, and new models as they emerge. We can deliver comprehension by nearly all major models on request. Our multi-region infrastructure also detects geographic variations in AI responses.
Citation decay is the natural decline in how often AI systems cite your content over time. Research shows 40–60% of AI-cited sources rotate monthly. Without active monitoring, brands lose hard-earned visibility silently. PROGEOLAB tracks citation half-life and triggers refresh workflows automatically.
Fill out the contact form below or reach out to our team directly. We will schedule a personalized walkthrough of the PROGEOLAB platform within 48 hours, including a preliminary analysis of your current AI visibility landscape.
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