Serpro AI Index Dashboard

Operational overview of the AI dataset build pipeline, outputs, and editorial gaps.

AI Index Page Manifest llms.txt
Run order: index.php → ai-export.php → ai-link-builder.php → ai-knowledge-graph.php → ai-missing-pages.php

Routine Order

1 Live feed endpoint Present

Provides paginated live AI feeds for products, guides, and information.

Script: index.php
Outputs: index.php?type=products · index.php?type=guides · index.php?type=information

2 Canonical export Present

Builds canonical JSON and GZIP datasets for products, guides, and information.

Script: ai-export.php
Outputs: products.json · guides.json · information.json

3 Relationship builder Present

Builds linked datasets with related products, guides, and information.

Script: ai-link-builder.php
Outputs: products-linked.json · guides-linked.json · information-linked.json

4 Knowledge graph builder Present

Builds a unified nodes-and-edges graph dataset.

Script: ai-knowledge-graph.php
Outputs: knowledge-graph.json

5 Missing pages detector Present

Finds referenced internal pages or slugs that do not yet exist in the datasets.

Script: ai-missing-pages.php
Outputs: missing-pages.json

Key Dataset Health

File Status Type Count Hash Timestamp
products.json OK products 1104 2026-04-25T17:12:39+00:00
guides.json OK guides 127 2026-04-25T17:12:39+00:00
information.json OK information 310 2026-04-25T17:12:39+00:00
products-linked.json OK products 1104 2026-04-25T17:12:39+00:00
guides-linked.json OK guides 127 2026-04-25T17:12:39+00:00
information-linked.json OK information 310 2026-04-25T17:12:39+00:00
knowledge-graph.json OK knowledge-graph Nodes: 1541 / Edges: 12728 2026-04-25T17:14:44+00:00
missing-pages.json OK confirmed-missing-internal-pages 2 2026-04-25T19:38:01+02:00
ai-manifest.json Partial 2026-03-25 18:01:37

Canonical datasets

File Exists Size Last Modified Open
products.json Yes 4.38 MB 2026-04-25 19:12:39 Open
products.json.gz Yes 402.23 KB 2026-04-25 19:12:39 Open
guides.json Yes 2.86 MB 2026-04-25 19:12:39 Open
guides.json.gz Yes 412.96 KB 2026-04-25 19:12:39 Open
information.json Yes 6.26 MB 2026-04-25 19:12:40 Open
information.json.gz Yes 882.26 KB 2026-04-25 19:12:40 Open

Linked datasets

File Exists Size Last Modified Open
products-linked.json Yes 8.39 MB 2026-04-25 19:13:37 Open
products-linked.json.gz Yes 634.37 KB 2026-04-25 19:13:37 Open
guides-linked.json Yes 3.56 MB 2026-04-25 19:13:49 Open
guides-linked.json.gz Yes 495.61 KB 2026-04-25 19:13:49 Open
information-linked.json Yes 7.88 MB 2026-04-25 19:14:10 Open
information-linked.json.gz Yes 1.03 MB 2026-04-25 19:14:10 Open

Graph and discovery

File Exists Size Last Modified Open
knowledge-graph.json Yes 11.46 MB 2026-04-25 19:14:44 Open
knowledge-graph.json.gz Yes 1.46 MB 2026-04-25 19:14:45 Open
missing-pages.json Yes 1.83 KB 2026-04-25 19:38:01 Open
missing-pages.json.gz Yes 9.67 KB 2026-04-25 10:23:24 Open
ai-manifest.json Yes 4.00 GB 2026-03-25 18:01:37 Open
index.html Yes 18.73 KB 2026-04-24 10:06:26 Open
dashboard.php Yes 21.38 KB 2026-04-06 18:32:12 Open

Routines

File Exists Size Last Modified Open
index.php Yes 27.60 KB 2026-03-25 17:58:20 Open
ai-export.php Yes 5.55 KB 2026-03-25 17:58:01 Open
ai-link-builder.php Yes 16.73 KB 2026-03-25 18:37:23 Open
ai-knowledge-graph.php Yes 11.07 KB 2026-03-27 08:03:09 Open
ai-missing-pages.php Yes 28.60 KB 2026-04-25 10:41:45 Open

Pipeline Summary

1104 Products
127 Guides
310 Information Pages
1541 Graph Nodes
12728 Graph Edges
2 Missing Page References

Editorial Opportunity

Action Needed

The missing-pages routine has detected 2 referenced internal pages or slugs that do not appear in the current datasets.

Review the report to identify content gaps and create missing guides or information pages to complete the internal knowledge circle.

Open missing-pages.json

Recommended Operating Routine

  1. Run canonical export
  2. Run relationship builder
  3. Run knowledge graph builder
  4. Run missing-pages detector
  5. Review missing-pages report
  6. Create missing content where needed

Direct Actions

These actions are direct links for convenience. Run them in the intended order.