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WordPress AI Audit Prompts: A Safe Starter Library

Useful WordPress audit prompts are not generic lists of clever questions. Each prompt should name the evidence, scope, access level, output format and claims the assistant must not make. The safest audit prompts use public information, exports or Read Only access and do not apply changes.

This page provides a starter library. Each recipe links to a full guide where the evidence and verification method are explained.

In one sentence: Choose a prompt by task and evidence source, not by how impressive the wording sounds.

What this guide helps you accomplish

This library gives users immediately usable entry points for content inventory, freshness, SEO metadata, internal links, content completeness and UX. It also models the structure that future prompt recipes must follow.

A useful AI workflow is not defined only by the quality of the answer. It is also defined by the data the assistant can reach, the actions it is permitted to take, the evidence you can inspect afterward and the ease with which access can be withdrawn.

Why this matters

Prompt-list pages often encourage users to paste an instruction without knowing what the assistant can see. A request such as “audit my SEO” cannot produce site-specific technical evidence unless crawl, search or WordPress data is available.

A governed library states what the prompt can and cannot establish.

Expected output

A successful run should produce:

  • Six bounded audit prompt recipes.
  • Required inputs and recommended access for each recipe.
  • Expected outputs and verification methods.
  • Links to deeper task guides.

Prompt 1: content inventory

Use when: you need a structured list of content records. Access: Read Only or export. Required evidence: complete paginated records. Output: IDs, URLs, types, statuses, dates and labeled AI classifications.

Use the full recipe in How to Inventory WordPress Content with AI.

Prompt 2: freshness review

Use when: you need to prioritize content for verification. Access: Read Only or export. Required evidence: content excerpts, dates and authoritative comparison sources. Output: needs-verification queue, not automatic updates.

Use How to Find Outdated WordPress Content with AI.

Prompt 3: read-only SEO audit

Use when: you have WordPress, crawl and search evidence. Access: Read Only. Required evidence: dated datasets. Output: confirmed findings, hypotheses, opportunities and missing evidence.

Use How to Run a Read-Only WordPress SEO Audit with AI.

Use when: a verified rendered-link graph exists. Access: none or Read Only. Required evidence: normalized source-destination graph and content summaries. Output: orphan evidence and contextual suggestions.

Use How to Analyze WordPress Internal Links with AI.

Prompt 5: metadata audit

Use when: rendered titles and descriptions have been collected. Access: none or Read Only. Required evidence: final HTML and page intent. Output: issue classifications and grounded alternatives.

Use Audit WordPress SEO Titles and Meta Descriptions with AI.

Prompt 6: UX hypothesis review

Use when: representative screenshots and one user task are available. Access: none. Required evidence: screenshots, page content and optional user data. Output: observations, hypotheses and validation methods.

Use How to Run a WordPress UX Audit with AI.

A safe workflow

  1. Choose one audit outcome.
  2. Open the linked full guide.
  3. Collect the required evidence.
  4. Confirm the recommended access level.
  5. Replace every placeholder in the prompt.
  6. Run on a limited scope.
  7. Verify the result using the guide checklist.
  8. Start remediation only through a separate approved task.

Prompt recipe

Before copying this prompt, replace every value in square brackets. Do not paste credentials, customer data or private information into the instruction.

Select one recipe from this library. Before running it, provide:
- Task name
- Site or dataset identifier
- Evidence sources and dates
- Record or URL scope
- Maximum records
- Recommended access level
- Forbidden actions
- Required output schema
- Verification owner

If any required field is missing, ask for it or return “not ready to run.” Do not replace missing evidence with assumptions.

Why the prompt is structured this way

This meta-prompt acts as an admission check. It prevents users from launching an audit recipe when the minimum evidence or scope is absent.

Use a Read Only identity. The assistant may inspect the WordPress data included in its scope, but any attempt to create, edit, delete or publish content should be refused.

Low does not mean zero. Review the input scope and make sure the output contains no private or irrelevant information.

The access level is a starting recommendation, not a universal entitlement. The exact WordPress capabilities available to an identity must come from the installed product version and its published coverage, not from this article alone.

What must remain outside the task

  • No “audit everything” prompt.
  • No remediation inside an audit prompt.
  • No evidence claim for a source that was not provided.
  • No generic output presented as site-specific proof.

How WP Agent Control fits

Get structured site information and inspect selected published pages after connecting. No temporary task is needed for this public reading. You can also browse public pages without the plugin; Agent Control adds structured access and a path toward authorized WordPress work.

Authorize a draft task and select any reference content. The assistant can create and revise drafts created by that task. Existing references remain read-only, even when a reference is itself a draft. Review the result in WordPress.

With Solo, Pro or Agency, authorize a proposal task for selected content and fields. Examine the complete comparison in WordPress and select the proposals you approve. Approval is tied to that object, its fields and current content; a changed source or task can invalidate it. Approving a content change does not authorize publication. Solo, Pro or Agency must also have a publication task that covers the still-valid approval. Check the published result yourself.

Connect your AI: docs first profile · See features and compatibility: coverage

Verification checklist

  • The selected prompt matches the intended task.
  • All required evidence is present.
  • The access level is no broader than necessary.
  • The output schema supports review.
  • The linked full guide is followed.
  • Remediation remains separate.

Common failure modes

  • Collecting prompts instead of workflows: The user has many instructions but no evidence or review process.
  • Skipping prerequisites: The model fills missing data with generic recommendations.
  • Running multiple audits together: Findings lose source identity and priorities become arbitrary.
  • Turning prompts into capability claims: The existence of an instruction does not prove that a connector can execute it.

Advanced note

Future recipes should be stored as structured objects with version, mode, inputs, forbidden actions, expected schema, sources, evidence status and translation group. The human-readable prompt can then be rendered from the canonical object for each client and language.

Continue

Next step: copy the prompt, run it first with the recommended access level and verify the output before granting any broader permission. WP Agent Control can provide a separate, revocable WordPress identity for that controlled workflow. See Product and Pricing.

Sources and verification

This page was checked against the following primary sources. Last source review: .