Every Resource in This Bundle, Explained
This bundle contains every artifact produced by the AI-Search Content Pipeline for the page “How to Make a Successful Water Leak Insurance Claim”: a YMYL-financial how-to rewritten for AI citation on bluebot.com. Each page below is a working deliverable: hand any of them to a developer, an AEO/GEO specialist, a content marketer, or a compliance reviewer and they’ll know what to do with it. Start with the Content Page (the deliverable) or the AI-Search Content Guide (the explainer).
14 files: 1 procurement-grade cost analysis, 1 published content page (the deliverable), 1 educational guide, 1 resources index (you are here), 3 research/architecture artifacts (Content Blueprint, Entity Map, Entity Diagram), 2 schema/SEO artifacts (JSON-LD, SEO Metadata), 2 pre-pipeline baseline documents, and 3 post-pipeline validation outputs (Scorecard, Full Report, Before/After Comparison). Every file is interlinked: use the left sidebar to navigate, or click any card below.
What an AI-citable content page actually costs to produce: per-page manual cost across research, entity engineering, writing, schema, and validation. Includes an interactive calculator that plugs in your library size and cadence.
An interactive educational walkthrough of how this page was built. Covers the 7-phase pipeline, the 8 quality gates, the six page-type profiles, the four subject models, entity-first composition, claim-safety / YMYL governance, and the 8-layer 100-point validation engine: the niche-agnostic engine behind every page type.
ai-search-content-guide.html Open the GuideThe Deliverable
What gets published on the website.Research & Architecture (Phases 1–2)
The foundation. What the page is about, and how it’s structured for AI discovery.The resolved subject and research spine: subject_model: process, content type how-to, the canonical target query and SERP grounding, the tiered sourced facts, and the Content Safety block (claim-safety tier HIGH, PROCEED_WITH_CITATIONS): the document Phase 3 was written from.
The structural skeleton: 11 entities across 3 layers (3 PRIMARY / 6 SECONDARY / 2 AUTHORITY), the three-layer salience hierarchy, surface-form dictionaries, and 14 SPO triples that drive every sentence. HowTo root, WEAK identity (no external sameAs required), traceability 0.93.
The visual rendering of the Entity Map: the water-leak-claim process node at center, the proof-of-loss and policy-review PRIMARY nodes, the step/condition SECONDARY cluster, and the State Department of Insurance AUTHORITY anchor. One-glance view of the page’s structured-data graph.
entity-diagram.html See the DiagramSchema & SEO (Phase 5)
The machine-readable layer that makes the page AI-citable.The structured-data bundle published in the page’s <script type="application/ld+json">: a single @graph rooted on HowTo with a one-to-one step array, author Person (Matthew Olin), publisher, SpeakableSpecification, three Product mentions, and a FAQPage with 6 Question nodes.
The classic SEO surface: 56-character meta title, 159-character meta description, canonical URL, OpenGraph, target keywords, and the YMYL jurisdiction caveat. Validated against length budgets for Google’s SERP rendering.
seo-metadata.html View MetadataPre-Pipeline Baseline (Phase 0b)
Where the original live page scored before the pipeline ran: the “before.”The standalone score of the page already live on bluebot.com before the rewrite: 54/66 available, 82% (PASS, GOOD). A genuinely solid page that nonetheless left points on the table: no JSON-LD schema, unverified entity coverage, and uncited headline statistics.
validation-scorecard-pre-pipeline.html See the Baseline Phase 0b · PlanThe plan to lift the page from 82% toward the EXCELLENT band: the genuine content gaps (tables, inline citations, readability) ranked by points × effort, plus the layers only the full pipeline can unlock (schema 0→10, entity optimization 6/8→15, AI-citation readiness).
remediation-plan-pre-pipeline.html Read the PlanPost-Pipeline Validation (Phase 6)
Where the rewritten page landed: the proof.The final score for the rebuilt page: 98/100 (PASS, EXCELLENT). At-a-glance layer-by-layer breakdown across all 8 validation dimensions, scored under the comprehensive length tier, with every layer at or near full marks.
validation-scorecard.html See the Score Phase 6 · Full ReportThe detailed audit behind the scorecard: every layer’s checks, the source-fidelity verification (9/9 statistics and 13/13 internal links carried forward), the AI-platform readiness matrix, and the YMYL claim-safety review with its compliance disclaimer.
validation-report.html Read the Report Phase 7 · Before / AfterThe narrative before/after: 82% → 98%. Shows exactly where the lift came from (Schema 0→10, Entity Optimization, GEO/AEO extractable facts, and AI-citation readiness), and which AI-search queries the rewritten page now surfaces for that the original left unguarded.
comparison-report.html See the ComparisonHow to Use This Bundle
Open the AI-Search Content Guide first if you want the full conceptual tour. Open the Content Page first if you want to see the finished deliverable. Use the left sidebar to jump between any two artifacts at any time: the same nav appears on every page in this bundle, so you’ll never be more than one click away from any other resource.
For technical handoff, the documents most often requested by developers are JSON-LD Schema and SEO Metadata. For stakeholder review, the Comparison Report is the single best summary of the work.