Part 1 of the AI Readiness Audit covered the foundations: llms.txt, schema markup, speakable specification, and basic structured data. Those are the table stakes — the minimum implementation that gives AI models enough information to find and cite your content.

This is Part 2. The advanced strategies. These are the implementations that separate sites that occasionally get cited by AI from sites that consistently dominate AI-generated answers in their niche.

I implemented every strategy on this list across our 52-site network. The results are measurable: AI citation rates increased across ChatGPT, Perplexity, and Google AI Overviews within 60 days of implementation. Here is the complete advanced checklist.

Generative Engine Optimization (GEO)

1. Statistical Enrichment

Add specific numbers to every major claim. "Home insurance costs are rising" becomes "Home insurance premiums increased an average of 34% between 2023 and 2025 (NAIC Rate Filing Data)." The Carnegie Mellon GEO study found statistical enrichment improved AI citation rates by 30-40%.

Status check: Do your top 10 articles include at least 3 specific, sourced statistics each?

2. Citation Inclusion

Reference primary sources by name in your text. Link to studies, government reports, and institutional data. AI models treat content that cites external sources as more authoritative than content making unsourced claims.

Status check: Do your articles cite at least 2 external primary sources?

3. Quotation Optimization

Include direct quotes from named experts or published sources. AI models preferentially cite content that itself contains attributed quotes — the attribution chain signals factual reliability.

Status check: Do your major articles include at least 1 attributed quote?

4. Platform-Specific GEO

Each AI platform has different citation behavior. ChatGPT favors data-rich content with GitHub-style formatting. Perplexity favors direct-answer headings. Google AI Overviews favor first-person experience markers. Optimize for all three, not just one.

Status check: Have you tested your top pages against all three platforms?

Content Provenance

5. C2PA Content Credentials

Sign your original images with C2PA Content Credentials using the c2patool. As the EU AI Act mandates synthetic content disclosure, provably human-created content becomes a trust differentiator.

Status check: Are your original images signed with Content Credentials?

6. IPTC Metadata

Embed IPTC metadata (creator name, copyright, description, keywords) in all original images using ExifTool. Google reads IPTC metadata and displays creator credits in Google Images.

Status check: Do your images contain IPTC creator and copyright fields?

7. Author Entity Strengthening

Create or verify profiles on Crunchbase and Wikidata for your author entity. These platforms directly feed Google's Knowledge Graph. Ensure the entity name is consistent across all platforms.

Status check: Does the author have Crunchbase and Wikidata entries?

Distribution Protocols

8. WebSub (PubSubHubbub)

Add WebSub hub declaration to your RSS feed and ping the hub on every deployment. This pushes new content to Google, feed readers, and fediverse platforms in real time instead of waiting for crawl cycles.

Status check: Does your feed declare a WebSub hub? Does your deploy script ping it?

9. IndexNow

Send IndexNow pings to Bing, Yandex, and other search engines on every deployment. Combined with WebSub, this covers all major search engines for instant indexing.

Status check: Does your deploy script send IndexNow pings?

10. ActivityPub Federation

Set up a WriteFreely mirror or WordPress ActivityPub plugin to auto-share every blog post to Mastodon's 12 million users. The fediverse provides a distribution layer that operates independently of search engines.

Status check: Does every new post automatically appear on the fediverse?

11. JSON Feed

Publish a JSON Feed (jsonfeed.org) in addition to your XML RSS feed. AI crawlers and modern feed readers increasingly prefer JSON's structured format over XML's verbose markup.

Status check: Does your site serve a JSON Feed at /feed.json?

Technical Performance

12. Service Worker Precaching

Implement Workbox-based precaching so return visits load in under 100ms. Pinterest saw 60% engagement increase. Our network saw 25% increase in pages per session.

Status check: Does your site have a service worker with a precache manifest?

13. AVIF-First Image Serving

Convert images to AVIF format (50% smaller than WebP) and serve with <picture> element fallbacks. Browser support exceeds 93%.

Status check: Are your images served as AVIF with WebP/JPEG fallbacks?

14. Web Push Notifications

Implement self-hosted VAPID push notifications for 85%+ delivery rates at $0/month. More effective than email for time-sensitive content distribution.

Status check: Can visitors subscribe to push notifications?

Content Structure

15. DiscussionForumPosting Schema

Add DiscussionForumPosting schema to your blog comments to become eligible for Google's Discussions and Forums carousel — a premium search result placement.

Status check: Do your comments/discussions use DiscussionForumPosting schema?

16. Google Web Stories

Create Web Stories for your top content using makestories.io. Web Stories get premium carousel placement in Google Discover's 800M+ device feed.

Status check: Have you created Web Stories for your top 5 articles?

17. Intersection Observer Analytics

Implement section-level analytics using the Intersection Observer API. Know which sections of your pages actually get seen, not just which pages get visited.

Status check: Do you track which content sections users actually view?

Authority Signals

18. GitHub Repositories

Publish companion tools, calculators, or data sets on GitHub. GitHub's DA 95 creates permanent backlinks, and ChatGPT cites GitHub repositories at disproportionately high rates.

Status check: Do you have GitHub repositories related to your content?

19. Gumroad Discover

List free and paid companion products on Gumroad to access the 1.6M product marketplace. Free products capture email addresses, paid products generate revenue, both generate discovery.

Status check: Do you have products listed on Gumroad Discover?

20. OPML Blogrolls

Publish an OPML blogroll of quality sites in your niche. Notify listed sites. Approximately 30-40% will reciprocate, creating contextually relevant backlinks.

Status check: Does your site have a blogroll with an OPML file?

21. Embeddable Widgets

Build calculator widgets with embed codes that include attribution links. Every embed on another site is a permanent, contextually relevant backlink.

Status check: Do you offer embeddable tools with attribution-linked embed codes?

Identity and Verification

22. rel="me" Bidirectional Links

Add rel="me" to all social profile links. This generates green checkmarks on Mastodon and strengthens cross-platform identity signals for E-E-A-T.

Status check: Do all social links use rel="me"? Are the links bidirectional?

23. Bluesky Custom Feeds

Create custom Bluesky feeds using Attie AI. Become the curator for your niche across 42 million users. Every subscriber sees your brand name in their feed list.

Status check: Have you created a custom Bluesky feed for your niche?

24. Brave Search Goggles

Create a Brave Search Goggle that curates quality sources in your niche (including your own). The Goggle file creates a permanent, discoverable authority signal.

Status check: Have you published a Brave Goggle for your topic area?

25. Calendar Marketing (ICS Feeds)

Publish ICS calendar subscription feeds for events, launches, and content milestones. Calendar events have near-100% visibility compared to 20% email open rates.

Status check: Do you offer a subscribable ICS calendar feed?

The Scoring Framework

Basic (Part 1 items): 1-10 points. If you implemented everything from Part 1, your site is in the top 10% for AI readiness. But the top 10% is where the competition is.

Intermediate (items 1-10 above): 11-20 points. GEO, provenance, and distribution protocols. These separate sites that occasionally get cited from sites that consistently get cited.

Advanced (items 11-25 above): 21-35 points. Technical performance, content structure, authority signals, and identity verification. These create a moat that competitors cannot cross without significant effort.

Score your site: Count 1 point for each fully implemented item. Under 10: you are invisible to AI. 10-20: you are competitive. 20-30: you are dominant in your niche. 30+: you are running the most AI-ready content operation that exists for your topic.

The Compounding Effect

None of these strategies work in isolation. Their power comes from interaction:

Each strategy amplifies the others. The network effect across all 25 strategies is significantly greater than the sum of individual implementations.

Across our 52-site network, the cumulative impact of implementing all strategies from both Part 1 and Part 2 has been a fundamental shift in how AI systems treat our content — from occasionally discovered to consistently cited.

For the complete implementation guide and the underlying strategy framework, see The Resale Trap and The $100 Dollar Network.

Want the Full Data?

This article draws from The Resale Trap — 395 pages of sourced research covering total cost of ownership, all 50 states ranked, insurance mechanics, and more.

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Part of The Trap Series

The W-2 Trap → The $97 Launch → The Condo Trap → The Resale Trap