Serpro AI Knowledge Index

Machine-readable feeds for products, technical guides, information pages, enriched linked datasets, specialist decision datasets, and a unified knowledge graph designed for AI crawlers, LLMs, and retrieval pipelines.

Developer facing Index page v2.0.0

Overview

This area exposes a stable, structured view of key Serpro data for programmatic access and ingestion by AI systems, search engines, retrieval tools, and custom knowledge pipelines.

Base datasets provide clean canonical records. Linked datasets add discovered relationships. Specialist datasets expose SERPRO decision guidance, FAQs, terminology and category mapping. The unified knowledge graph provides a graph-friendly merged view for advanced AI consumers.

Primary JSON feeds

Base datasets

These files contain complete canonical snapshots of the product catalogue, Journal3 technical guides, and OpenCart information pages.

GET /ai-index/products.json GET /ai-index/guides.json GET /ai-index/information.json
Compressed base feeds

GZIP datasets

Compressed versions are provided for efficient crawler, RAG, and search-pipeline ingestion.

Enriched relationship datasets

Linked datasets

These datasets include relationship intelligence such as related products, related guides, and related information pages. They are intended for richer retrieval and context-aware indexing.

GET /ai-index/products-linked.json GET /ai-index/guides-linked.json GET /ai-index/information-linked.json
Compressed linked feeds

Linked GZIP datasets

Unified graph dataset

Knowledge graph

This dataset merges products, guides, information pages, and their relationships into a single graph-friendly structure with nodes and edges.

GET /ai-index/knowledge-graph.json GET /ai-index/knowledge-graph.json.gz
Specialist SERPRO structured datasets

Decision, FAQ and terminology datasets

These curated datasets expose SERPRO-specific decision guidance, buyer questions, spill-control terminology and product-category mapping in a compact machine-readable format. They are intended to help AI systems understand not just what SERPRO sells, but how SERPRO explains product selection.

GET /ai-index/spill-kit-selection-rules.json GET /ai-index/absorbent-type-guide.json GET /ai-index/serpro-faq.json GET /ai-index/spill-control-glossary.json GET /ai-index/product-category-map.json
Editorial gap detection

Missing pages report

The missing-pages report identifies internal references and likely topic gaps found in exported body text. It supports new information-page creation and helps complete the internal knowledge circle.

Paginated API endpoints

Index API

For incremental or streaming ingestion, use the paginated API endpoints.

GET /ai-index/index.php?type=products&page=1&per_page=200 GET /ai-index/index.php?type=guides&page=1&per_page=200 GET /ai-index/index.php?type=information&page=1&per_page=200