Website RAG Readiness Audit Report

What you get: one RAG-readiness report row for the public pages you list: a 0–100 readiness score, corpus-volume / structure / source-confidence scores, per-page summaries and prioritized cleanup actions. A snapshot report is $9 and the full readiness report is $29 (plus $0.001 per run); if no page has enough public content, the row says so and no report is charged.

Sample output from a real run (2026-10-18, the JSON below: 1 Apify docs page, snapshot tier):

status	ragReadinessScore	corpusVolume	structure	sourceConfidence	first action	billed
success	76 / 100 (usable_with_cleanup)	21	76	85	Add more public docs/help/product pages before building embeddings.	$9 (website_rag_snapshot_report)

Point urls at a real docs or help page: a near-empty page such as https://example.com/ returns low_confidence and no report.

Open Input (leave defaults → Start) Paid first run ≈ USD 9 (1 snapshot report on 1 docs URL) + USD 0.001 Actor start; nothing is charged if the page has too little content. Open Console Input (deep link above) and run this JSON.

{
  "urls": [
    "https://docs.apify.com/platform/actors"
  ],
  "reportTier": "snapshot",
  "maxPages": 2,
  "maxReports": 1,
  "maxChargeUsd": 9,
  "demoMode": false,
  "dryRun": false
}

Replace the URL with your own docs or help-center page and Start.

Store Quickstart

Run this input to exercise the documented first-run path. Review the pricing section before increasing the scope.

{
  "demoMode": false,
  "dryRun": false,
  "reportTier": "snapshot",
  "maxChargeUsd": 9,
  "maxReports": 1,
  "maxPages": 2,
  "urls": [
    "https://docs.apify.com/platform/actors"
  ],
  "seedQuestions": [
    "Can this documentation answer onboarding and troubleshooting questions?",
    "What content cleanup is needed before embedding?"
  ]
}

Use with Apify MCP

Exact actor: taroyamada/website-rag-readiness-audit

Sample input JSON:

{
  "urls": [
    "https://docs.apify.com/platform/actors"
  ],
  "reportTier": "snapshot",
  "maxPages": 2,
  "maxReports": 1,
  "maxChargeUsd": 9,
  "demoMode": false
}

Run the next report

• Generate an indexability and AI crawler readiness report when robots, canonical, sitemap, and crawler access need a deeper check.
• Generate a content QA report when thin pages, missing metadata, and content consistency need an actionable export.
• Validate structured data when schema coverage is the next remediation step.

Start with $9 / website_rag_snapshot_report; upgrade to $29 / website_rag_readiness_report only when the first report needs deeper action detail. Internal links improve discovery only. Qualified forecast still requires accounted paid usage.

Proof-focused buyer summary

Built for AI builders, documentation teams, support teams, and technical marketers who need to decide whether public website pages are clean and complete enough for RAG ingestion.

• Buy this when: Avoids embedding public website content that is too thin, noisy, or poorly structured for retrieval.
• Entry: $9 / website_rag_snapshot_report - $9 checks public pages for volume, structure, noise, and basic RAG risk.
• Premium: $29 / website_rag_readiness_report - $29 adds chunking risk, retrieval QA actions, coverage gaps, and cleanup priorities.
• Output promise: decision summary, score, three prioritized actions, source URLs, warnings, chargedEvent, chargedUsd, and previewReport.nextRunInput.
• Safety: keep maxChargeUsd equal to the tier price. Demo, dry run, blocked/private sources, failed sources, and cap-limited runs are no-charge.
• Not promised: rankings, revenue, conversion lift, sales lift, legal/procurement/financial advice, or private-source enrichment.

Entry first-run input:

{
  "demoMode": false,
  "dryRun": false,
  "reportTier": "snapshot",
  "maxChargeUsd": 9,
  "maxReports": 1,
  "maxPages": 2,
  "urls": [
    "https://docs.apify.com/platform/actors"
  ],
  "seedQuestions": [
    "Can this documentation answer onboarding and troubleshooting questions?",
    "What content cleanup is needed before embedding?"
  ]
}

Premium upgrade input:

{
  "demoMode": false,
  "dryRun": false,
  "reportTier": "readiness",
  "maxChargeUsd": 29,
  "maxReports": 1,
  "maxPages": 3,
  "urls": [
    "https://docs.apify.com/platform/actors",
    "https://docs.apify.com/platform/storage/dataset"
  ],
  "seedQuestions": [
    "Can this documentation answer onboarding and troubleshooting questions?",
    "What content cleanup is needed before embedding?"
  ]
}

What It Does

Website RAG Readiness Audit Report fetches public pages you provide, extracts visible text signals, and returns a decision-ready report for whether the pages are suitable for retrieval-augmented generation workflows.

It focuses on:

• content volume and thin-page risk
• navigation boilerplate and chunking risk
• source URL coverage and blocked pages
• missing answer coverage for your seed questions
• prioritized cleanup actions before embedding

Pricing Events

• website_rag_snapshot_report - $9
• website_rag_readiness_report - $29 Use the listed report tiers for public runs; recurring watch workflows should be created as Apify tasks from a successful paid input.

demoMode, dryRun, invalid URLs, blocked/private pages, no-content pages, source failures, and cap-limited groups are no-charge.

Source Rules

Allowed: public website URLs, public docs, help pages, blogs, product pages, pricing pages, sitemaps in a future version.

Blocked: login-only pages, private dashboards, paywalls, checkout/account portals, CAPTCHA/rate-limit bypass, personal data extraction, and unsupported business outcome claims.

Output

Each dataset row includes status, chargedEvent, chargedUsd, reason, decisionSummary, score, prioritizedActions, sourceUrls, warnings, and errors.