Why this matters
AI search needs one approved source for important claims
Small businesses often accumulate duplicate pages over time: old promotions, location pages, service pages, PDFs, blog posts, and third-party profiles all repeat similar facts. When those facts disagree, customers and AI answer systems may quote the wrong page.
A canonical review does not mean deleting everything. It means choosing the best current URL, linking to it, updating old references, and using technical signals such as canonical tags, redirects, noindex rules, or content updates only after human review.
Copy/paste artifact
Canonical URL source-of-truth worksheet
Topic or claim reviewed: [service / location / price range / policy / guarantee / offer / FAQ]
Reviewer: [owner, marketer, developer, agency]
Last reviewed: [date]
1. Preferred source URL
Canonical/source-of-truth URL: [URL]
Why this page should be trusted: [current, complete, owner-approved, linked from hub]
Page owner: [name/role]
Next review date: [date]
2. Duplicate or competing URLs
List pages that repeat the same claim or topic:
- URL: [URL]
Status: [keep / update / redirect / canonicalize / noindex / archive]
Why: [reason]
- URL: [URL]
Status: [keep / update / redirect / canonicalize / noindex / archive]
Why: [reason]
3. Claim consistency check
Approved wording for the claim:
[Paste exact approved wording]
Pages that need updated wording:
[URLs]
4. Link and sitemap check
Does the homepage, service hub, FAQ, resource library, and sitemap point to the preferred URL?
Homepage link: [yes/no]
Service/resource hub link: [yes/no]
XML sitemap includes preferred URL: [yes/no]
Old URLs still in sitemap: [yes/no]
5. Technical action needed
Recommended action: [leave as-is / add canonical tag / redirect / noindex / update copy / remove stale link]
Owner/developer approval: [pending/approved]
Implementation date: [date]
6. STOP PUBLISHING rules
Do not publish canonical, redirect, noindex, or deletion changes if the page includes unverified prices, guarantees, refund policies, legal/compliance language, service-area promises, medical/safety claims, financing terms, customer results, or review/testimonial claims.AI audit prompt
Use AI to find conflicts, not to choose the source alone
You are helping a small business audit duplicate or conflicting URLs.
Use only the URLs, page titles, summaries, and approved business facts provided below.
Do not invent services, locations, prices, guarantees, credentials, refund policies, reviews, or traffic data.
Return:
1. pages that appear to cover the same claim or topic,
2. the likely preferred source URL and why, marked as a recommendation only,
3. pages with stale or conflicting wording,
4. links or sitemap entries that point to older URLs,
5. STOP PUBLISHING issues that need owner/developer review before changing canonicals, redirects, noindex rules, or deletions.
URLs and approved summaries:
[paste here]Implementation guardrails
Do the low-risk source cleanup first
- Update old copy so it points readers to the approved source page.
- Add internal links from hubs, FAQs, and related resources to the preferred URL.
- Remove stale sitemap entries only after verifying the preferred URL is live.
- Ask a developer to review canonical tags, redirects, and noindex changes before publishing.
- Document the change in a page revision log so future AI/SEO audits know what changed and why.
Human review rule: owner or responsible manager approval is required before changing canonical, redirect, or noindex behavior for pages tied to pricing, guarantees, service areas, credentials, refunds, legal terms, safety, finance, health, customer proof, or revenue-critical lead forms.
Next step
Connect canonical choices to your source map
After choosing preferred URLs, use the AI Search Source Link Map, Page Revision Log, and Robots/Sitemap/Noindex Checklist to keep technical signals and approved claims aligned.
For the complete framework, worksheets, and implementation checklists, see SEO After AI.