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Full reportUnlocked · 4 engines · 20-agent panel

Agent-readiness audit · full report

Audited sitehttps://citedon.com

Your complete agent-readiness audit: where you stand, every gap that is holding you back, the proof across the engines, and the ranked, science-backed fix list, validated by a 20-agent sim panel.

The verdict

Your site is only partway agent-ready.

This is the technical state of your site, what the engines can read and act on. The fix list below raises it. The score is built from two pillars.

Citation readiness 65 · weight 70%Agent-interaction readiness 44 · weight 30%
Pillar A · Your site as a source

Citation readiness

Can the engines read you and quote you?

65/100
Core JSON-LD coveragePartial
Main entity + richnessMissing
Content citation-worthinessPass
AI crawler accessPass
FAQ / Q&A structureMissing
Basic metadataPass
llms.txtMissing
Pillar B · Your site as a participant

Agent-interaction readiness

Can agents act with you, not just read you?

44/100
Actionable capabilities (potentialAction)Pass
Machine-readable pricing + availabilityn/a
Machine-readable return/refund policyn/a
A2A agent cardMissing
Agent query endpoint (MCP/NLWeb /ask)Not checked
Agentic-commerce product feedn/a
Agents capability manifest (legacy)Missing

The proof

We tested a real buyer query“how to optimize wordpress for AI search engines”

When a buyer asks this, the engines answer from sites they can read. Here is exactly who they name today.

0/ 4engines that recommend you today, across Perplexity, ChatGPT, Gemini, Claude
PPerplexity
Cannot recommend you
cited in 0 of 5 checksconfidence band ±22%You appeared 0 times
OChatGPT
Cannot recommend you
cited in 0 of 5 checksconfidence band ±22%You appeared 0 times
GGemini
Cannot recommend you
cited in 0 of 5 checksconfidence band ±22%You appeared 0 times
CClaude
Cannot recommend you
cited in 0 of 5 checksconfidence band ±22%You appeared 0 times
0%

of the answer space for this query is yours. The rest belongs to pages the engines can read.

Recommended insteadYou: 0%
wp-rocket.me 27%elementor.com 18%en-gb.wordpress.org 18%hammanitech.com 18%nexterwp.com 18%citedon.com 0%
1
wp-rocket.me/blog/optimize-wordpress-website-ai-se...
Recommended by Perplexity, Gemini, Claude.
POGC
3 / 4
2
elementor.com/blog/how-to-optimize-content-for-ai-...
Recommended by Perplexity, Gemini.
POGC
2 / 4
3
en-gb.wordpress.org/plugins/ai-generative-search-o...
Recommended by Perplexity, Gemini.
POGC
2 / 4
4
hammanitech.com/blog/optimize-wordpress-for-ai-sea...
Recommended by Gemini, Claude.
POGC
2 / 4
5
nexterwp.com/blog/best-wordpress-seo-plugins-using...
Recommended by Gemini, Claude.
POGC
2 / 4

The science

How reliably this models the real engines.

We ran a 20-agent sim panel and measured how closely its picks track what the live engines actually do, per engine. Higher means the fix list below is built on a prediction you can trust.

0.63consensus agreement between the panel and all engines combined 1.00 = perfect · 0.50 ≈ baseline
Perplexity0.56moderate
ChatGPT0.65moderate
Gemini0.47weak signal
Claude0.65moderate

Your fix list

10 changes, ranked by predicted lift.

Each edit is what the recommended pages have and yours does not, ordered by how much it is predicted to move your agent-readiness. Apply them by hand, or let Citedon apply them through your plugin.

  1. 01Replace hero section with 'How to Optimize WordPress for AI Search: 8-Step Guide' heading followed by 2-3 sentence direct answer defining what AI search optimization means for WordPress sites (structure, schema, entities, crawlability), then add numbered step sections with specific WordPress block/plugin instructions under each+0.37
  2. 02Add new section 'Step 1: Structure Content with Answer-First Formatting' with subsection 'How to do it in WordPress' listing Heading block, List block, Table block, Quote block usage patterns, plus screenshot of WordPress editor showing this structure+0.34
  3. 03Add 'Step 2: Implement Schema Markup' section defining Article, FAQ, HowTo, and Organization schema types, with bullet list of WordPress plugins (Yoast, Rank Math, Schema Pro) and which schema types each supports, plus code snippet or plugin settings screenshot+0.31
  4. 04Insert named AI engine targets in first paragraph: 'This guide shows how to optimize your WordPress site to be cited by ChatGPT, Google AI Overviews, Perplexity, Gemini, and Claude' with linked explanations of how each engine retrieves content differently+0.28
  5. 05Add 'Step 3: Build E-E-A-T Signals' section listing concrete WordPress trust markers: author bio blocks with credentials, visible publish/update dates, About page with business registration details, Contact page with physical address, clear expertise demonstration in author descriptions+0.26
  6. 06Create 'GEO vs SEO: What Changed' comparison table in first 500 pixels showing Traditional SEO (keywords, backlinks, rankings) vs Generative Engine Optimization (entities, schema, answer formatting, citability) with WordPress implications for each row+0.24
  7. 07Add 'Step 4: Optimize for AI Crawlers' section with robots.txt configuration example allowing GPTBot, Google-Extended, PerplexityBot, and explanation of llms.txt standard with sample file showing site structure and key entity relationships+0.22
  8. 08Add 'Step 5: Organize Content into Topic Clusters' with WordPress Category page setup instructions: how to create category descriptions, link from navigation, use Query Loop block to display related posts, interlink with entity-focused anchor text+0.19
  9. 09Insert market data anchor in opening: 'By 2026, Gartner predicts traditional search volume will drop 25% as users shift to AI answer engines. WordPress sites must adapt now.' with citation link to research+0.17
  10. 10Add visual case study section showing before/after content examples: unstructured blog post screenshot vs structured post with clear H2 sections, answer-first paragraphs, FAQ schema markup, demonstrating the transformation with WordPress editor views+0.14

What winners do

Direct answer to the main query in first 100 words - all winners open with 'To optimize WordPress for AI search engines, you must [specific actions]' or similar explicit answer statement
Numbered tactical steps with action-verb headings (e.g. 'Step 1: Use an AI-Readable Content Structure', '1. Improve Core Web Vitals') - appears in all 5 winners, consistently 8-10 steps
Concrete technical implementation instructions under each step ('How to do it in WordPress' sections with bullet lists of specific blocks/settings to use)
Embedded visual examples showing WordPress editor screenshots, infographics of content structure patterns, before/after comparisons - winners 1, 2, 3 all include multiple inline images demonstrating the technique
Schema markup explicitly called out as a discrete step with specific schema types listed (Article, FAQ, HowTo, Organization) and WordPress plugin recommendations
E-E-A-T signals broken down as a specific optimization step with concrete trust markers (author bios, update dates, business details)
AI crawler behavior explained technically - winners 2 and 3 include robots.txt configuration guidance and llms.txt standard mention
Reference to specific AI engines by name in first 200 words (ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude) - all winners do this
GEO (Generative Engine Optimization) term defined early with distinction from SEO - winners 3, 4, and 5 explicitly contrast GEO vs SEO
Quantified research citations or market data (Gartner 25% drop, specific case studies) - winner 4 opens with Gartner statistic, winner 3 references 'recent AI search research'

What you are missing

No direct answer to 'how to optimize WordPress for AI search engines' in opening 100 words - page opens with value proposition about being discovered, not instructional content
Zero numbered tactical steps or how-to structure - entire page is product marketing (diagnose/make-ready/watch flow) rather than educational guide
No WordPress-specific implementation guidance - no mention of blocks, plugins, editor, categories, or any WordPress feature despite being a WordPress-focused product
No visual examples of content structure, editor screenshots, or before/after content formatting - only abstract schema/entity pass/fail interface mockups
Schema and entity are mentioned only as proprietary automated features, never explained as concepts the reader could implement themselves
E-E-A-T is never mentioned, no author signals, no publication date, no expertise demonstration beyond product claims
AI engines named only as abstract evaluation tools ('we ask ChatGPT'), not as targets with specific optimization requirements
GEO term used but never defined or contrasted with SEO - assumed knowledge rather than educational explanation
No technical crawlability guidance (robots.txt, llms.txt, semantic HTML) - crawler behavior completely abstracted away
No research citations, case studies, or quantified outcomes - only vague 'agent-readiness' percentage claims with no methodology

The evidence

Every page, scored.

How the panel and the live engines treated each page, your URLs first, then what the panel recommended across the field.

Your pagesSim panelReal engines
citedon.com0%0 / 4

What the panel recommended most

01○wordpress.com/blog/2026/02/16/ai-search-engine-opt...75%2 / 4 eng
02○hammanitech.com/blog/optimize-wordpress-for-ai-sea...70%2 / 4 eng
03○wp-rocket.me/blog/optimize-wordpress-website-ai-se...25%3 / 4 eng
04●citedon.com0%0 / 4 eng
05○elementor.com/blog/how-to-optimize-content-for-ai-...0%2 / 4 eng
06○en-gb.wordpress.org/plugins/ai-generative-search-o...0%2 / 4 eng
07○nexterwp.com/blog/best-wordpress-seo-plugins-using...0%2 / 4 eng
08○pressable.com/blog/optimizing-ecommerce-for-ai-sea...0%2 / 4 eng

Raw engine results

Perplexity11 cited
pressable.com/blog/optimizing-ecommerce-for-ai-sea...support.squarespace.com/hc/en-us/articles/38299115...elementor.com/blog/how-to-optimize-content-for-ai-...wpforms.com/best-ai-seo-tools-for-wordpress/hostpapa.com/blog/wordpress/3-ways-to-optimize-wor...aioseo.com/best-ai-seo-tools-for-wordpress/youtube.com/watchreforge.com/guides/optimizing-for-ai-search-and-di...arestos.com/blog/ai-search-engine-optimization-wor...wp-rocket.me/blog/optimize-wordpress-website-ai-se...en-gb.wordpress.org/plugins/ai-generative-search-o...
ChatGPT0 cited
No pages cited.
Gemini48 cited
wp-rocket.me/blog/optimize-wordpress-website-ai-se...frizerly.com/optimize-wordpress-for-ai-search.htmlpressable.com/blog/optimizing-ecommerce-for-ai-sea...webprogeeks.io/optimize-wordpress-site-ai-agents-2...hammanitech.com/blog/how-to-use-ai-to-improve-word...hammanitech.com/blog/optimize-wordpress-for-ai-sea...wpseoai.com/blog/best-ai-seo-plugins-for-wordpress...portotheme.com/best-wordpress-themes-for-ai-search...themepress.com.au/ai-seo-techniques/wishdesk.com/blog/supercharge-your-wordpress-how-a...medium.com/@armandmorin/how-to-make-your-wordpress...wordpress.org/plugins/seo-for-ai/dev.to/elsie-rainee/how-ai-is-revolutionizing-word...en-gb.wordpress.org/plugins/ai-generative-search-o...digital.rothian.com/ai-tools-for-wordpress-seo/premiersol.co/blog/how-to-optimize-wordpress-conte...searchenginejournal.com/future-proofing-wordpress-...lovedby.ai/guide/wordpress-optimize-site-generativ...sgeowp.com/wordpress-seo-for-2026-ai-seo-google-sge/motionbuzz.com/blog/how-to-optimize-wordpress-for-...wordpress.org/plugins/ai-generative-search-optimiz...wpforms.com/best-ai-seo-tools-for-wordpress/wpcreative.com.au/best-ai-wordpress-plugins/zapier.com/blog/best-wordpress-seo-plugins/confluence.solutions/schema-org-in-the-age-of-ai-w...wpengine.com/blog/structured-data-for-ai-search/wpfixit.com/voice-search-optimization-for-wordpress/instawp.com/mastering-voice-search-optimization-fo...hostpapa.com/blog/wordpress/3-ways-to-optimize-wor...octaveagency.com/blog/optimising-wordpress-for-voi...seoptimer.com/blog/schema-markup-for-ai-search/brightedge.com/blog/structured-data-ai-search-eraeaglesmediaenterprises.com/why-structured-data-and...nexterwp.com/blog/best-wordpress-seo-plugins-using...dev.to/addwebsolutionpvtltd/ai-powered-seo-strateg...aioseo.comwordpress.com/blog/2026/02/16/ai-search-engine-opt...betlace.com/generative-engine-optimization-geo-pre...brianschnurr.com/wordpress-sites-for-the-ai-search...youtube.com/watchmetadesignsolutions.com/blog/wordpress-generative-...geoleaper.com/articles/entities-semantic-structure...lovedby.ai/guide/ai-search-optimization-101aioseo.com/optimizing-for-google-sge/elementor.com/blog/how-to-optimize-content-for-ai-...chicadita.com/how-to-add-schema-to-wordpress-for-b...devnahian.com/10-best-free-wordpress-schema-markup...wordpress.org/plugins/review-schema/
Claude8 cited
wordpress.com/blog/2026/02/16/ai-search-engine-opt...frizerly.com/optimize-wordpress-for-ai-search.htmlhammanitech.com/blog/optimize-wordpress-for-ai-sea...blog.aigrowthagent.co/wordpress-ai-search-optimiza...blog.mean.ceo/startup-news-9-steps-optimize-wordpr...wp-rocket.me/blog/optimize-wordpress-website-ai-se...nexterwp.com/blog/best-wordpress-seo-plugins-using...wpseoai.com/blog/best-ai-seo-plugins-for-wordpress...

Now keep it ready

This report is a snapshot. Citedon keeps you ready.

You have the fix list. Citedon can apply every fix additively through your Yoast or Rank Math, then keep watching the engines and re-applying as they change, so your score holds and you stay the one they recommend, instead of slipping back the moment the models shift.

01 / Make ready

Apply the fix list

Citedon writes and merges the schema, entities, and answerable structure behind every gap above, additively.

Additive only
02 / Apply

Through your plugin

It merges into the graph Yoast or Rank Math already manage, overwriting nothing, reversible in one click.

Reversible
03 / Watch

Re-apply, continuously

As the engines shift or a competitor takes your slot, Citedon re-checks and re-applies automatically.

Always on
Keep my site agent-readySee plans and pricing →

Connects to your Yoast or Rank Math in minutes. Cancel anytime.

Trusted to get it right

15,359scans validated · every fix confidence-scored

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