AI bot identification
Detect known AI crawler user agents and classify requests as AI discovery traffic.
Products / LemonX AEO / AI Crawlers
AI Search Visibility Crawler analyticsAI Crawler Analytics for WordPress inside WordPress.
AI Crawlers helps WordPress teams see whether AI-related bots and AI assistant referrers are interacting with the site. It identifies crawler user agents, search bots and AI referrer sources so crawl access and citation performance can be reviewed together.
AI Crawlers visualized
Purpose-built SVG scene for this module.
Version OKPurpose-built SVG scene for this module.
Designed around the real WordPress admin workflow for AI Crawlers.
WordPress scenario
Built for actual site operations, not just a dashboard mockup.
A publisher sees citations dropping and checks AI Crawlers. The dashboard shows that GPTBot and PerplexityBot are allowed, but key source pages were not visited recently. The team updates llms.txt, internal links and crawl access settings.
Why it matters: AEO work becomes useful only when teams can turn answer visibility, content gaps, technical signals and integrations into WordPress actions.
- Review top AI crawler user agents
- Check whether important source pages receive visits
- Compare crawler activity with cited pages
- Update llms.txt and internal links
- Adjust AI Access policy if needed
Key features
LemonX AEO v1.0.0AI Crawlers turns AEO signals into repeatable actions.
Every block below is based on a practical WordPress use case: review the signal, understand the evidence, improve the page, and monitor the next change.
Search bot separation
Keep classic search bots separate from AI crawler activity for cleaner reports.
AI referrer classification
Recognize traffic from AI assistant surfaces such as ChatGPT, Perplexity, Gemini, Copilot and others.
URL-level insight
See which pages AI crawlers request and which important pages may be ignored.
llms.txt alignment
Compare crawler activity with the content you expose through llms.txt and llms-full.txt.
Access troubleshooting
Spot blocked, underlinked or low-priority pages that need better discovery signals.
Recommended workflow
Use a consistent operating process.
The best AEO results come from a loop: define the opportunity, verify the signal, improve the page, submit or expose the URL, then measure change again.
01
Review top AI crawler user agentsThis step keeps the workflow repeatable inside WordPress and connected to LemonX AEO reporting.02
Check whether important source pages receive visitsThis step keeps the workflow repeatable inside WordPress and connected to LemonX AEO reporting.03
Compare crawler activity with cited pagesThis step keeps the workflow repeatable inside WordPress and connected to LemonX AEO reporting.04
Update llms.txt and internal linksThis step keeps the workflow repeatable inside WordPress and connected to LemonX AEO reporting.05
Adjust AI Access policy if neededThis step keeps the workflow repeatable inside WordPress and connected to LemonX AEO reporting.06
Recheck citations after crawl behavior changesThis step keeps the workflow repeatable inside WordPress and connected to LemonX AEO reporting.Plugin data model
Page content is grounded in the actual AEO plugin structure.
User agent, detected bot, search bot category, AI referrer, URL path, timestamp, source grouping, request tracking.
The page is written to match how a WordPress user would see and use the feature: inside the LemonX AEO admin menu, connected with related modules, and reported through the same AEO operating system.
| Capability | Operational value | Area |
|---|---|---|
| AI bot identification | Detect known AI crawler user agents and classify requests as AI discovery traffic. | AI Search Visibility |
| Search bot separation | Keep classic search bots separate from AI crawler activity for cleaner reports. | AI Search Visibility |
| AI referrer classification | Recognize traffic from AI assistant surfaces such as ChatGPT, Perplexity, Gemini, Copilot and others. | AI Search Visibility |
| URL-level insight | See which pages AI crawlers request and which important pages may be ignored. | AI Search Visibility |
Use the page as a source asset: clear definitions, strong schema, internal links and current facts.
SEO and AEO best practices
Make the page easy to crawl, understand, cite and recommend.
For Google SEO, the page needs a clear title, focused H1, helpful headings, internal links, indexable content and structured data. For AEO, it also needs direct answers, entity consistency, source-worthy explanations, FAQs and a relationship with other trusted pages.
- Use one clear H1 and descriptive H2 sections aligned with real questions.
- Add FAQ structured data and breadcrumb structured data for machine-readable context.
- Connect related AEO modules with internal links so the topic cluster is obvious.
- Keep claims specific to what the plugin actually supports and avoid empty marketing language.
- Use SVG scenes to show the WordPress workflow rather than decorative icons.
FAQ
Questions users and AI systems should be able to answer from this page.
Does crawler activity guarantee citations?
No. Crawling is only one discovery signal. Pages still need strong content, structure, authority and citability.
Why separate AI crawlers from search bots?
Classic SEO bots and AI crawlers serve different visibility paths, so separating them makes reporting clearer.
Can AI Crawlers detect AI referral visits?
Yes. The crawler tracker includes AI referrer identification so traffic from AI assistants can be classified.
What should I do if important pages are not crawled?
Improve internal links, update llms.txt, verify robots rules and make the pages stronger source assets.
Use AI Crawlers as part of the full LemonX AEO workflow.
Connect this feature with Query Lab, AI Citations, AI Visibility, Content Optimizer, Schema Center, llms.txt, AI Crawlers and Reports to create a complete WordPress AEO operating system.