Autonomous Search & Content Intelligence
Engineered for Frontier Teams

PNT Intelligence integrates high-reasoning LLMs to autonomously diagnose technical search architectures, map multi-dimensional search intent, and power programmatic semantic pipelines.

Try Interactive Console

20,000+

Daily SERP Crawls Processed

99.4%

Semantic Intent Clustering Match

200K

Token Context Per Technical Audit

< 180ms

Median API Inference Time

pnt-engine-cli --endpoint=api.anthropic.com/v1/messages Claude 3.5 Sonnet

● ACTIVE

Target Domain / URL

Analysis Workflow

Inference Engine

[00:00:01] Initializing PNT Agent v2.4 with Claude 3.5 Sonnet engine...

[00:00:02] Crawling target DOM structure: https://example.com/shop

[00:00:03] Injecting 84,200 tokens into Anthropic prompt caching layer... Cache Hit (90% cost savings)

[00:00:04] Synthesizing Technical & Intent Anomalies...

{
  "status": "COMPLETED",
  "model": "claude-3-5-sonnet-20241022",
  "audit_metrics": {
    "crawl_depth": 3,
    "pages_parsed": 142,
    "structural_integrity": "94.2/100"
  },
  "actionable_insights": [
    { "type": "INTERNAL_LINK_DECAY", "impact": "HIGH", "resolution": "Re-anchor 24 orphan product paths" },
    { "type": "SEARCH_INTENT_COLLISION", "impact": "MEDIUM", "resolution": "Cluster /compare vs /pricing keywords" }
  ],
  "content_opportunities_identified": 18
}

Enterprise Capabilities

Built for Modern Search Complexity

Traditional scrapers lack semantic depth. PNT Intelligence combines raw web extraction with frontier cognitive reasoning.

Cognitive Technical Site Audits

Our recursive crawler streams entire DOM trees into Claude 3.5 Sonnet's 200K token window. Instead of hard-coded regex rules, the LLM reasons through indexing blockers, canonical conflicts, and JavaScript hydration discrepancies with human-expert fidelity.

Multi-Dimensional Intent Clustering

Cluster 50,000+ long-tail keywords in minutes. PNT correlates real SERP intent, identifying transactional shifts before competitors react.

Autonomous Content Workflows

Automate structured brief generation, schema markup generation, and localized translation while maintaining strict factual grounding.

Real-Time SERP Anomaly Detection

When Google rolls out core algorithm updates, PNT detects SERP volatility patterns across client verticals, delivering automated mitigation playbooks directly into your engineering Slack or webhook endpoints.

API Infrastructure

Engineered on Anthropic Frontier Tech

Zero data retention. Prompt caching for enterprise-scale economics.

200,000 Token Context

Ingest entire sitemaps, comprehensive crawl logs, and raw HTML without truncation or chunking errors.

Anthropic Prompt Caching

Reduces prompt latency by 80% and API overhead by 90% across repetitive structural code audits.

High-Fidelity Structured Output

Direct JSON schema extraction with guaranteed parsing compliance for automated CI/CD pipelines.

Leadership & Vision

Pham Nhu Thuan

Founder & Head of Product

With over 3 years of hands-on experience in Product Management, Technical Search Engineering, and Enterprise CMS Architectures, Thuan founded PNT Intelligence to bridge the gap between traditional SEO operations and modern cognitive AI.

Passionate about automating data workflows and empowering Southeast Asian tech companies with state-of-the-art AI reasoning models.

Autonomous Search & Content Intelligence Engineered for Frontier Teams