Serpro AI Index Dashboard

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

AI Index Page Manifest llms.txt
Run order: index.php → ai-export.php → ai-link-builder.php → ai-specialist-assets.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 Specialist assets builder Present

Builds curated specialist JSON and GZIP datasets for selection rules, absorbent types, FAQs, glossary terms and category mapping.

Script: ai-specialist-assets.php
Outputs: spill-kit-selection-rules.json · absorbent-type-guide.json · serpro-faq.json · spill-control-glossary.json · product-category-map.json

5 Knowledge graph builder Present

Builds a unified nodes-and-edges graph dataset.

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

6 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 1131 2026-11-06T06:38:00+00:00
guides.json OK guides 190 2026-11-06T06:38:00+00:00
information.json OK information 360 2026-11-06T06:38:01+00:00
products-linked.json OK products 1131 2026-11-06T06:38:00+00:00
guides-linked.json OK guides 190 2026-11-06T03:15:02+00:00
information-linked.json OK information 360 2026-11-06T03:15:03+00:00
knowledge-graph.json OK knowledge-graph Nodes: 1681 / Edges: 14119 2026-11-06T04:23:26+00:00
spill-kit-selection-rules.json OK spill-kit-selection-rules 5 58af73d1837927bc… 2026-11-06T03:16:08+00:00
absorbent-type-guide.json OK absorbent-type-guide 8 3c7996361f15910a… 2026-11-06T03:16:08+00:00
serpro-faq.json OK serpro-faq 10 97f8dc724663e9e1… 2026-11-06T03:16:08+00:00
spill-control-glossary.json OK spill-control-glossary 15 b5850c965744d19f… 2026-11-06T03:16:08+00:00
product-category-map.json OK product-category-map 9 bd8390a6990ca8ea… 2026-11-06T03:16:08+00:00
missing-pages.json OK confirmed-missing-internal-pages 32 2026-11-06T21:17:26+01:00
ai-manifest.json OK products 2026-05-13T17:11:23Z

Canonical datasets

File Exists Size Last Modified Open
products.json Yes 4.57 MB 2026-11-06 07:38:00 Open
products.json.gz Yes 417.51 KB 2026-11-06 07:38:00 Open
guides.json Yes 5.13 MB 2026-11-06 07:38:00 Open
guides.json.gz Yes 762.78 KB 2026-11-06 07:38:00 Open
information.json Yes 6.94 MB 2026-11-06 07:38:01 Open
information.json.gz Yes 942.90 KB 2026-11-06 07:38:01 Open

Linked datasets

File Exists Size Last Modified Open
products-linked.json Yes 8.80 MB 2026-11-06 12:23:24 Open
products-linked.json.gz Yes 672.05 KB 2026-11-06 12:23:24 Open
guides-linked.json Yes 6.19 MB 2026-11-06 04:15:44 Open
guides-linked.json.gz Yes 894.84 KB 2026-11-06 04:15:44 Open
information-linked.json Yes 8.84 MB 2026-11-06 04:16:08 Open
information-linked.json.gz Yes 1.11 MB 2026-11-06 04:16:08 Open

Specialist structured datasets

File Exists Size Last Modified Open
spill-kit-selection-rules.json Yes 8.70 KB 2026-11-06 04:16:08 Open
spill-kit-selection-rules.json.gz Yes 2.38 KB 2026-11-06 04:16:08 Open
absorbent-type-guide.json Yes 7.74 KB 2026-11-06 04:16:08 Open
absorbent-type-guide.json.gz Yes 1.76 KB 2026-11-06 04:16:08 Open
serpro-faq.json Yes 6.45 KB 2026-11-06 04:16:08 Open
serpro-faq.json.gz Yes 1.84 KB 2026-11-06 04:16:08 Open
spill-control-glossary.json Yes 7.38 KB 2026-11-06 04:16:08 Open
spill-control-glossary.json.gz Yes 1.79 KB 2026-11-06 04:16:08 Open
product-category-map.json Yes 7.95 KB 2026-11-06 04:16:08 Open
product-category-map.json.gz Yes 1.56 KB 2026-11-06 04:16:08 Open

Graph and discovery

File Exists Size Last Modified Open
knowledge-graph.json Yes 13.65 MB 2026-11-06 05:23:27 Open
knowledge-graph.json.gz Yes 1.85 MB 2026-11-06 05:23:27 Open
missing-pages.json Yes 25.69 KB 2026-11-06 21:17:26 Open
missing-pages.json.gz Yes 9.67 KB 2026-04-25 10:23:24 Open
ai-manifest.json Yes 6.24 KB 2026-05-13 19:15:01 Open
index.html Yes 22.45 KB 2026-05-13 19:15:01 Open
dashboard.php Yes 22.10 KB 2026-05-13 19:15:01 Open

Routines

File Exists Size Last Modified Open
index.php Yes 27.60 KB 2026-04-06 11:54:00 Open
ai-export.php Yes 5.55 KB 2026-04-06 11:50:55 Open
ai-link-builder.php Yes 16.73 KB 2026-04-06 11:50:55 Open
ai-specialist-assets.php Yes 38.02 KB 2026-05-13 19:14:55 Open
ai-knowledge-graph.php Yes 11.07 KB 2026-04-06 11:50:55 Open
ai-missing-pages.php Yes 31.24 KB 2026-06-20 08:18:18 Open

Pipeline Summary

1131 Products
190 Guides
360 Information Pages
1681 Graph Nodes
14119 Graph Edges
32 Missing Page References

Editorial Opportunity

Action Needed

The missing-pages routine has detected 32 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.