Playbook updates
Your playbook is always current. We continuously monitor SEO industry changes and update each chapter when the advice needs refreshing. Every purchase includes all future updates — for life.
Current Version
V5.3
Last Reviewed
March 15, 2026
Chapter Status
35 under review
Under Review
Chapter 3 — The Technical Foundation Layer™
I — Foundation
May need review — industry report mentions “cwv”
“| **VSI (Visual Stability Index)** | 2026-05-19 | 3 | Multiple independent sources confirm VSI is a "new addition" to 2026 CWV coverage, but no authoritative source (Google, web.dev) confirms it as a ”
Chapter 3 — The Technical Foundation Layer™
I — Foundation
May need review — industry report mentions “core web vitals”
“- **Core Web Vitals threshold changes:** No new threshold changes. LCP Good = ≤ 2.0s (applied 2026-05-05), INP Good = ≤ 200ms (applied 2026-05-19), CLS Good = ≤ 0.1. All current. No new metrics confir”
Chapter 4 — The AI Citation & Answer Engine Method™
II — Content Authority
May need review — industry report mentions “citation”
“- **Current SEO agent state:** Category 4 (Structured Data & AI Readiness) in SKILL.md has the AEO/GEO block added 2026-05-19. The myth-busting framework is in place. What's missing: no explicit menti”
Chapter 4 — The AI Citation & Answer Engine Method™
II — Content Authority
May need review — industry report mentions “ai overview”
“- **What changed:** Google I/O 2026 introduced the Universal Commerce Protocol (UCP), a new capability profile model for transactional sites. The "Buy" button eligibility in AI Mode/AI Overviews is ga”
Chapter 4 — The AI Citation & Answer Engine Method™
II — Content Authority
May need review — industry report mentions “ai overviews”
“- **What changed:** Google I/O 2026 introduced the Universal Commerce Protocol (UCP), a new capability profile model for transactional sites. The "Buy" button eligibility in AI Mode/AI Overviews is ga”
Chapter 6 — The Voice Search Authority System™
II — Content Authority
May need review — industry report mentions “structured data”
“- **Current SEO agent state:** Category 4 (Structured Data & AI Readiness) in SKILL.md has the AEO/GEO block added 2026-05-19. The myth-busting framework is in place. What's missing: no explicit menti”
Chapter 6 — The Voice Search Authority System™
II — Content Authority
May need review — industry report mentions “schema”
“- **Source:** https://www.digitalapplied.com/blog/structured-data-after-io-2026-schema-updates ; https://launchcodex.com/blog/seo-geo-ai/google-io-ai-search-seo-update/ - **What changed:** Google I/O ”
Chapter 8 — The E-E-A-T Authority Blueprint™
III — Trust & Visibility
May need review — industry report mentions “trust”
“- **What changed:** The May 2026 core update (started May 21, 2026) ran for 11 days and 21 hours, completing on approximately June 1–2, 2026. Full settlement data is now available. Confirmed: no new r”
Chapter 8 — The E-E-A-T Authority Blueprint™
III — Trust & Visibility
May need review — industry report mentions “experience”
“- **What changed:** Google I/O 2026 (late May 2026) confirmed two concrete agentic capabilities now rolling out: (a) **Information agents** — background agents running 24/7 to monitor the web and noti”
Chapter 10 — The Video Authority Engine™
III — Trust & Visibility
May need review — industry report mentions “structured data”
“- **Current SEO agent state:** Category 4 (Structured Data & AI Readiness) in SKILL.md has the AEO/GEO block added 2026-05-19. The myth-busting framework is in place. What's missing: no explicit menti”
Chapter 10 — The Video Authority Engine™
III — Trust & Visibility
May need review — industry report mentions “schema”
“- **Source:** https://www.digitalapplied.com/blog/structured-data-after-io-2026-schema-updates ; https://launchcodex.com/blog/seo-geo-ai/google-io-ai-search-seo-update/ - **What changed:** Google I/O ”
Chapter 12 — The Local Map Pack Domination Framework™
III — Trust & Visibility
May need review — industry report mentions “local seo”
“- **Google "calls businesses on your behalf" (Duplex 2.0 pattern):** Google I/O 2026 confirmed Google will call local businesses to complete service bookings for users. This is relevant for local SEO ”
Chapter 13 — The Citation & Directory Authority System™
IV — Expansion & Conversion
May need review — industry report mentions “citation”
“- **Current SEO agent state:** Category 4 (Structured Data & AI Readiness) in SKILL.md has the AEO/GEO block added 2026-05-19. The myth-busting framework is in place. What's missing: no explicit menti”
Chapter 13 — The Citation & Directory Authority System™
IV — Expansion & Conversion
May need review — industry report mentions “ai overview”
“- **What changed:** Google I/O 2026 introduced the Universal Commerce Protocol (UCP), a new capability profile model for transactional sites. The "Buy" button eligibility in AI Mode/AI Overviews is ga”
Chapter 13 — The Citation & Directory Authority System™
IV — Expansion & Conversion
May need review — industry report mentions “ai overviews”
“- **What changed:** Google I/O 2026 introduced the Universal Commerce Protocol (UCP), a new capability profile model for transactional sites. The "Buy" button eligibility in AI Mode/AI Overviews is ga”
Chapter 18 — The Authority Metrics Dashboard™ & Strategic Tools
V — Execution & Momentum
May need review — industry report mentions “local seo”
“- **Google "calls businesses on your behalf" (Duplex 2.0 pattern):** Google I/O 2026 confirmed Google will call local businesses to complete service bookings for users. This is relevant for local SEO ”
Chapter 18 — The Authority Metrics Dashboard™ & Strategic Tools
V — Execution & Momentum
May need review — industry report mentions “core web vitals”
“- **Core Web Vitals threshold changes:** No new threshold changes. LCP Good = ≤ 2.0s (applied 2026-05-05), INP Good = ≤ 200ms (applied 2026-05-19), CLS Good = ≤ 0.1. All current. No new metrics confir”
Chapter 18 — The Authority Metrics Dashboard™ & Strategic Tools
V — Execution & Momentum
May need review — industry report mentions “gbp”
“- **GBP policy changes:** No new GBP policy announcements beyond what was logged. Ask Maps (logged as UPDATE 2026-05-26) and 30-day freshness decay (logged as UPDATE 2026-05-19) remain the active item”
Chapter 1 — The Service Intent Authority Model™
I — Foundation
May need review — industry report mentions “local seo”
“- **Google "calls businesses on your behalf" (Duplex 2.0 pattern):** Google I/O 2026 confirmed Google will call local businesses to complete service bookings for users. This is relevant for local SEO ”
Chapter 1 — The Service Intent Authority Model™
I — Foundation
May need review — industry report mentions “gbp”
“- **GBP policy changes:** No new GBP policy announcements beyond what was logged. Ask Maps (logged as UPDATE 2026-05-26) and 30-day freshness decay (logged as UPDATE 2026-05-19) remain the active item”
Chapter 17 — The Competitive Intelligence Framework™
IV — Expansion & Conversion
May need review — industry report mentions “local seo”
“- **Google "calls businesses on your behalf" (Duplex 2.0 pattern):** Google I/O 2026 confirmed Google will call local businesses to complete service bookings for users. This is relevant for local SEO ”
Chapter 17 — The Competitive Intelligence Framework™
IV — Expansion & Conversion
May need review — industry report mentions “gbp”
“- **GBP policy changes:** No new GBP policy announcements beyond what was logged. Ask Maps (logged as UPDATE 2026-05-26) and 30-day freshness decay (logged as UPDATE 2026-05-19) remain the active item”
Chapter 23 — The AI Answer Readiness System™
V — Execution & Momentum
May need review — industry report mentions “local seo”
“- **Google "calls businesses on your behalf" (Duplex 2.0 pattern):** Google I/O 2026 confirmed Google will call local businesses to complete service bookings for users. This is relevant for local SEO ”
Chapter 23 — The AI Answer Readiness System™
V — Execution & Momentum
May need review — industry report mentions “gbp”
“- **GBP policy changes:** No new GBP policy announcements beyond what was logged. Ask Maps (logged as UPDATE 2026-05-26) and 30-day freshness decay (logged as UPDATE 2026-05-19) remain the active item”
Chapter 7 — The Machine Understanding Layer™
II — Content Authority
May need review — industry report mentions “structured data”
“- **Current SEO agent state:** Category 4 (Structured Data & AI Readiness) in SKILL.md has the AEO/GEO block added 2026-05-19. The myth-busting framework is in place. What's missing: no explicit menti”
Chapter 7 — The Machine Understanding Layer™
II — Content Authority
May need review — industry report mentions “schema”
“- **Source:** https://www.digitalapplied.com/blog/structured-data-after-io-2026-schema-updates ; https://launchcodex.com/blog/seo-geo-ai/google-io-ai-search-seo-update/ - **What changed:** Google I/O ”
Chapter 9 — The Proof Layer™
III — Trust & Visibility
May need review — industry report mentions “trust”
“- **What changed:** The May 2026 core update (started May 21, 2026) ran for 11 days and 21 hours, completing on approximately June 1–2, 2026. Full settlement data is now available. Confirmed: no new r”
Chapter 11 — The Local Authority Engine™ & Advanced GBP Mastery
III — Trust & Visibility
May need review — industry report mentions “local seo”
“- **Google "calls businesses on your behalf" (Duplex 2.0 pattern):** Google I/O 2026 confirmed Google will call local businesses to complete service bookings for users. This is relevant for local SEO ”
Chapter 11 — The Local Authority Engine™ & Advanced GBP Mastery
III — Trust & Visibility
May need review — industry report mentions “gbp”
“- **GBP policy changes:** No new GBP policy announcements beyond what was logged. Ask Maps (logged as UPDATE 2026-05-26) and 30-day freshness decay (logged as UPDATE 2026-05-19) remain the active item”
Chapter 22 — The GBP Weekly Activity Cadence™
V — Execution & Momentum
May need review — industry report mentions “local seo”
“- **Google "calls businesses on your behalf" (Duplex 2.0 pattern):** Google I/O 2026 confirmed Google will call local businesses to complete service bookings for users. This is relevant for local SEO ”
Chapter 22 — The GBP Weekly Activity Cadence™
V — Execution & Momentum
May need review — industry report mentions “gbp”
“- **GBP policy changes:** No new GBP policy announcements beyond what was logged. Ask Maps (logged as UPDATE 2026-05-26) and 30-day freshness decay (logged as UPDATE 2026-05-19) remain the active item”
Chapter 24 — The Gemini Intelligence Readiness System™
V — Execution & Momentum
May need review — industry report mentions “structured data”
“- **Current SEO agent state:** Category 4 (Structured Data & AI Readiness) in SKILL.md has the AEO/GEO block added 2026-05-19. The myth-busting framework is in place. What's missing: no explicit menti”
Chapter 24 — The Gemini Intelligence Readiness System™
V — Execution & Momentum
May need review — industry report mentions “schema”
“- **Source:** https://www.digitalapplied.com/blog/structured-data-after-io-2026-schema-updates ; https://launchcodex.com/blog/seo-geo-ai/google-io-ai-search-seo-update/ - **What changed:** Google I/O ”
Chapter 24 — The Gemini Intelligence Readiness System™
V — Execution & Momentum
May need review — industry report mentions “local seo”
“- **Google "calls businesses on your behalf" (Duplex 2.0 pattern):** Google I/O 2026 confirmed Google will call local businesses to complete service bookings for users. This is relevant for local SEO ”
Chapter 24 — The Gemini Intelligence Readiness System™
V — Execution & Momentum
May need review — industry report mentions “gbp”
“- **GBP policy changes:** No new GBP policy announcements beyond what was logged. Ask Maps (logged as UPDATE 2026-05-26) and 30-day freshness decay (logged as UPDATE 2026-05-19) remain the active item”
Up to Date (8 of 23)
Version History
Renamed Chapter 23 (GBP Q&A Management System → The AI Answer Readiness System) after Google retired the peer Q&A box (My Business Q&A API discontinued 2025-11-03); reframed from seeding a listing Q&A box to controlling the inputs Ask Maps reads (services, attributes, on-site FAQ).
Chapters reviewed: 23
Added Chapter 24 (Gemini Intelligence Readiness System) — Android OS-level surfacing checklist additive to AI Overview resilience
Chapters reviewed: 24
Added Chapter 22 (GBP Weekly Activity Cadence) and Chapter 23 (GBP Q&A Management System)
Chapters reviewed: 22, 23
Initial V5 release — full 21-chapter framework with AI citation methodology.
Chapters reviewed: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21
More updates as SEO evolves — you'll always have the latest.
Report generated: June 6, 2026 — Powered by the SEO Intelligence Scanner from the AI Workforce. Scans run weekly every Tuesday at 9 AM CST.