AEO tools that run in your browser.

How to use these AEO tools in a real workflow

The tools on this page are meant to support a publishing system, not replace one. AEO work becomes stronger when every important decision leaves behind an artifact: a source map, a schema draft, a crawler policy, a content audit, a citation log, or an implementation brief. Those artifacts make the work easier to review, repeat, and hand to a human editor or coding agent.

Start with the page or cluster you are trying to improve. If the site is still being planned, use the Blueprint Generator first. If the page already exists, use the content analyzer to check whether the sections are clear, whether the page has enough evidence, and whether the internal links point to the right source pages. If the page needs structured data, use the schema tool after the visible content is final. If crawler access is the issue, use the crawler config tool before changing robots.txt. If the page is live, use the citation tracker to log whether answer engines mention or cite the intended URL.

Tool output should be reviewed before publishing

No local tool can guarantee rankings, AI Overview inclusion, ChatGPT citations, or Perplexity source selection. The point is to remove obvious weaknesses. A schema draft still needs to match visible content. A robots.txt snippet still needs to be tested against the live server. A source map still needs editorial judgment. A citation log still needs consistent prompts and careful notes.

Tool	Best use	Review before publishing
Blueprint Generator	Planning site architecture and agent-readable specs.	Check whether the suggested pages match real business priorities.
llms.txt Generator	Drafting a curated source map.	Exclude thin pages, archive pages, and URLs that are not durable sources.
Schema Markup Generator	Drafting structured data.	Confirm every field is supported by visible content.
Crawler Config Generator	Planning AI crawler access.	Separate search, user-triggered, training, and private-path decisions.
Content Analyzer	Checking page structure and citation readiness.	Use the score as a review prompt, not as a final quality verdict.
Citation Tracker	Recording prompt tests and cited URLs.	Keep prompts consistent so results can be compared over time.

The quality standard

AEO tools should make the next editorial action clearer. If a tool output does not help someone change a page, verify a policy, improve a source, or measure a result, it is not doing enough. The goal is a practical loop: generate the artifact, review it, apply the change, test the live page, and record what happened.

Recommended tool sequence

For a new page, start with the AEO Page Brief or Blueprint Generator before writing. That gives the page a role, prompt family, evidence plan, internal-link plan, schema notes, and quality checklist. After the draft exists, use the Content Analyzer to check whether the page actually contains retrievable sections and useful support. After the page is stable, use the Schema Markup Generator for structured data that matches the visible content.

For an existing site, start with crawler and source-map checks. Use the AI Crawler Config Generator to review whether public source pages are available to the crawlers that matter. Use the llms.txt Generator only after the source pages are chosen. Then use the AI Citation Tracker to measure whether the pages are mentioned, cited, ignored, or replaced by competitors.

For ongoing maintenance, repeat the same loop monthly: review Search Console queries, select pages with impressions but weak positions, improve the answer structure, update the sitemap lastmod only when the page materially changes, and log answer-engine prompt tests. The tools are most useful when they are part of that loop.

What these tools should not do

They should not create unsupported claims, inflate schema, overstuff llms.txt, or encourage publishing weak pages. AEO work is strongest when the tool output is paired with editorial judgment. If a generated artifact does not match the visible page or the real crawler policy, the artifact should be corrected before it is used.

Operating manual for tool-assisted AEO

Use the tools as checkpoints in a larger editorial system. Before a page is written, the brief should define the target prompt family, the page role, the proof needed, and the internal links that will make the page part of a cluster. During drafting, the content should be checked for direct answers, specific headings, examples, and unsupported claims. Before publishing, schema and crawler rules should be reviewed. After publishing, citations and query movement should be logged.

This workflow keeps the tools from becoming isolated toys. A crawler config has value when it explains a real access decision. A schema draft has value when it confirms visible content. A citation log has value when it changes the next page improvement. A content score has value when it points to a specific weakness the editor can fix.

The best use of this page is to choose the tool that matches the bottleneck. If the bottleneck is planning, use the blueprint. If the bottleneck is page quality, use the analyzer. If the bottleneck is access, use the crawler tool. If the bottleneck is source mapping, use the llms.txt tool. If the bottleneck is measurement, use the citation tracker. That decision-first workflow is what turns tooling into AEO progress.

When a tool reveals a weakness, the next step should be a page improvement, not another tool run. Fix the heading, add the source, clarify the entity, test the crawler path, update the internal link, or record the citation result. Tools are useful because they shorten the path between diagnosis and a better source page.

For that reason, this page should be reviewed whenever a new tool is added. Each tool should explain its input, output, limitation, and connection to the broader AEO workflow. If a tool cannot point to a real publishing decision, it should not be treated as a core source asset.

The best tool pages also teach the method behind the utility, so readers understand not just what to generate, but why the artifact matters and how to judge whether it improved the site.

That context is what makes the tools page a reference page rather than a simple menu.

It also gives future tool pages a clear standard for usefulness, documentation, and measurement.