AI-Ready CMO
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Implementation~7 minutes

The 30-Day CITED Sprint

You've learned the framework. You've seen the data. Now it's time to implement. This lesson gives you a structured 30-day sprint that takes you from zero to a fully operational AI SEO program — with prioritized tasks, effort estimates, and a complete audit scorecard to measure where you stand.

The 84% advantage: 84% of Fortune 500 companies are not yet tracking AI visibility. By completing this sprint, you'll be ahead of the vast majority of major brands — and positioned to capture disproportionate share as AI search scales.

Week-by-Week Implementation

W1

Week 1: Audit + Foundation

C — Clarity + I — Infrastructure

Run the CITED Audit Scorecard (below)

Score your brand across all 30 items. This is your baseline measurement. Save the results — you'll re-run at Day 30.

15 min

Check your robots.txt

Visit yourdomain.com/robots.txt. Ensure GPTBot, ChatGPT-User, ClaudeBot, PerplexityBot are NOT blocked. Fix immediately if blocked.

5 min

Set up Bing Webmaster Tools

Verify site, submit sitemap, check indexing. 87% of ChatGPT citations come from Bing — this directly affects your citation eligibility.

15 min

Implement Organization schema

Add JSON-LD Organization schema to your homepage. Include name, description, URL, logo, social profiles, contact info.

1–2 hrs

Brand consistency audit

Check your brand name, description, and key facts across your top 10 platforms (website, Wikipedia, LinkedIn, Crunchbase, G2, etc.). Fix inconsistencies.

2–3 hrs

Set up AI visibility tracking

Run your top 20 target queries on ChatGPT, Perplexity, and Google. Log whether you appear. Set up Otterly.AI or manual spreadsheet for weekly tracking.

1–2 hrs

Filter AI referral traffic in GA4

Create a GA4 segment for referral traffic from chat.openai.com, perplexity.ai, and claude.ai. Bookmark the report for weekly review.

15 min
W2

Week 2: Content Restructuring

E — Extractable Content

Identify your top 5 content pages by traffic

These are your restructuring priorities. Choose pages that answer high-intent queries your audience asks AI systems.

15 min

Restructure page #1 with answer-first format

Question-phrased H2s, 40–60 word direct answer after each heading, comparison table, FAQ section. Add FAQPage schema.

3–4 hrs

Restructure pages #2–5

Apply the same answer-first template. Add “Last Updated” timestamps. Target: 5–7 citations per 1,000 words.

Full day

Add Article/BlogPosting schema to all blog posts

Include author, datePublished, dateModified, headline. Send the dev brief template from Lesson 4 if your dev team handles this.

2–3 hrs

Create the AI-Optimized Content Brief

Customize the template from Lesson 6 for your brand. Distribute to all writers, editors, and agency partners. This is now your standard content brief.

1 hr
W3

Week 3: Third-Party Authority

T — Trusted Sources + D — Distribution

Run the Third-Party Authority Scorecard

Score your brand 1–5 across all 8 platforms from Lesson 5: Reddit, YouTube, Wikipedia, G2/Capterra, “best of” roundups, industry pubs, LinkedIn, podcasts.

15 min

Identify and join 3 relevant subreddits

Start participating authentically. Share helpful insights, answer questions, contribute value. No promotion — build karma and presence organically.

Ongoing

Complete or update your G2/Capterra/Trustpilot profiles

Ensure profiles are 100% complete with features, pricing, screenshots. Request reviews from 10 recent happy customers.

2–3 hrs

Verify or create Wikipedia/Wikidata presence

Check if your brand has a Wikipedia page. If yes, verify accuracy. If not, create Wikidata entry (lower threshold than Wikipedia article). Update Knowledge Panel.

3–4 hrs

Pitch 3 “best of” lists in your category

Identify top-ranking “best [your category]” articles. Reach out to publishers with your product data, case studies, and differentiators for inclusion consideration.

2–3 hrs

Publish one LinkedIn article from your CEO/expert

Data-rich thought leadership with full author credentials. Include specific statistics, expert analysis, and your proprietary framework or data.

3–4 hrs
W4

Week 4: Measure + Scale

Full CITED Review + Forward Planning

Re-run AI visibility check across all target queries

Same 20+ queries from Week 1. Compare results. Note which pages are now being cited and which aren't. Calculate citation frequency rate.

1–2 hrs

Re-run the CITED Audit Scorecard

Score all 30 items again. Compare to Day 1 baseline. Calculate improvement. Identify the areas with most remaining gap.

15 min

Review AI referral traffic in GA4

Compare 30-day AI referral traffic vs. the 30 days prior. Check conversion rate for AI traffic specifically. This is your ROI data.

15 min

Plan topic cluster for next quarter

Choose 1 pillar topic. Map out 8–12 supporting articles. Assign writers using the AI-Optimized Content Brief. Set quarterly refresh cadence.

Half day

Set content refresh calendar

Pillar pages: quarterly. “Best of” pages: monthly. Supporting posts: every 6 months. FAQ sections: quarterly. Add all to your team calendar.

1 hr

Build the leadership briefing

Summarize: baseline score → 30-day score, AI referral traffic change, conversion rate data (4.4× organic), competitive gaps, next quarter roadmap.

2–3 hrs

The CITED Audit Scorecard

Score each item 1–5 (1 = not started, 5 = fully optimized). Run this on Day 1 and Day 30. Your total score out of 150 is your AI-readiness benchmark.

CITED Audit Scorecard/ 150
C
Clarity — Brand Entity Optimization
Brand name consistency across all platforms
1
2
3
4
5
L3
Wikipedia page exists and is accurate
1
2
3
4
5
L3
Wikidata entry created with structured data
1
2
3
4
5
L3
Google Knowledge Panel claimed and optimized
1
2
3
4
5
L3
LinkedIn, Crunchbase, G2 profiles complete and consistent
1
2
3
4
5
L3
Brand search volume and mention tracking active
1
2
3
4
5
L3, L11
I
Infrastructure — Technical AI-Readiness
Robots.txt allows all AI crawlers
1
2
3
4
5
L4
Organization schema implemented
1
2
3
4
5
L4
FAQPage schema on FAQ sections
1
2
3
4
5
L4
Article/BlogPosting schema with author + dates
1
2
3
4
5
L4
Product schema (if applicable)
1
2
3
4
5
L4
Server-side rendering / JavaScript-free content access
1
2
3
4
5
L4
Page speed within AI agent benchmarks (TTFB <200ms)
1
2
3
4
5
L4
Bing Webmaster Tools verified and sitemap submitted
1
2
3
4
5
L7
T
Trusted Sources — Third-Party Authority
Active presence in relevant subreddits
1
2
3
4
5
L5
YouTube channel with educational content + transcripts
1
2
3
4
5
L5
G2/Capterra/Trustpilot profiles complete with recent reviews
1
2
3
4
5
L5
Featured in “best of” roundup articles
1
2
3
4
5
L5
Expert positioning on LinkedIn / podcasts / guest posts
1
2
3
4
5
L5
E
Extractable Content — Writing for AI Citation
Key pages use answer-first structure (40–60 word atomic unit)
1
2
3
4
5
L6
Question-phrased H2 headings throughout
1
2
3
4
5
L6
Comparison tables and HTML-structured data
1
2
3
4
5
L6
5–7 credible citations per 1,000 words
1
2
3
4
5
L6
FAQ sections with 6–10 natural-language Q&A pairs
1
2
3
4
5
L6
Author bylines with name, title, credentials on all content
1
2
3
4
5
L10
D
Distribution — Multi-Platform Visibility
Content repurposed across 3+ platforms per piece
1
2
3
4
5
L7
Topic cluster(s) with pillar page + 8–12 supporting articles
1
2
3
4
5
L7
“Last Updated” timestamps visible on all key content
1
2
3
4
5
L7
Content refresh cadence active (quarterly pillar, monthly “best of”)
1
2
3
4
5
L7
AI visibility monitoring active across 3+ platforms weekly
1
2
3
4
5
L11
Your Total ScoreAI-Readiness LevelPriority Focus
30–60Foundation missingStart with Week 1 tasks — robots.txt, Bing, Organization schema
61–90Building blocks in placeFocus on content restructuring (Week 2) and third-party authority (Week 3)
91–120Competitive positionScale distribution, deepen topic clusters, optimize for Perplexity specifically
121–150Leading positionMaintain freshness, invest in original research, prepare for agentic commerce
🎓

Course Complete

You've completed AI SEO Mastery: Get CITED. You now have the framework, the data, and the implementation playbook to optimize your brand for AI search. The 84% of Fortune 500 companies not tracking AI visibility? You're no longer among them. Start the sprint today.

Share your results. After completing the 30-day sprint, share your before/after scorecard and AI referral traffic data with the AI Ready CMO community. Your experience helps the entire community learn faster — and your case study could be featured in a future newsletter edition.

Key Takeaways

  • The 30-day sprint is structured in 4 phases: Week 1 (audit + foundation), Week 2 (content restructuring), Week 3 (third-party authority), Week 4 (measure + scale).
  • The CITED Audit Scorecard with 30 items across all 5 pillars gives you a quantified AI-readiness benchmark — run it Day 1 and Day 30 to measure improvement.
  • 84% of Fortune 500 companies are not yet tracking AI visibility. Completing this sprint puts you ahead of the vast majority of major brands.
  • Start with the quick wins: robots.txt check (5 min), GA4 segment setup (15 min), and the audit scorecard (15 min) can all be done today.
  • The GEO market is growing at 50.5% CAGR to $33.7B by 2034. The window for first-mover advantage is measured in quarters, not years. Execute now.