1
Seed Keyword Expansion
Starting from the business's core services and service areas, we expand into hundreds of keyword variations using multiple research tools. Every variation is captured: exact match, long-tail, question-based, location-modified, and seasonal queries.
2
Topic Cluster Mapping
Keywords are grouped into semantic clusters based on search intent. Each cluster maps to a pillar page (the authority page) and its supporting cluster pages. This creates the topical authority structure that search engines and AI systems reward.
3
Topical Authority Gap Analysis
We analyze what competitors rank for that you don't. Every gap is an opportunity. The site architecture is built to close these gaps systematically, targeting clusters where the competition is weakest and the search volume is highest.
4
Search Intent Classification
Every keyword is classified by intent: informational (guides, FAQs), navigational (brand searches), commercial (comparison, pricing), or transactional (booking, buying). Page type and content structure are matched to intent. A "how much does X cost" query gets a different page than a "book X now" query.
5
Seasonal Demand Analysis
Search volume fluctuates by season, weather, and local events. We map demand curves to ensure content is published and promoted ahead of peak search periods, not after the traffic has already passed.
6
Architecture Output
The final output is a complete site architecture: every page mapped to a target keyword cluster, every URL defined, every internal link planned. Nothing is guessed. Every page exists because the data says it should.
The Problem It Solves
Most local SEO tools generate location pages by inserting a city name into a fixed template. Google detects this pattern easily. The pages look identical, carry no genuine local relevance, and frequently trigger duplicate content or doorway page penalties. Businesses end up with 50 pages that all say the same thing with a different city name.
1
Business Profile Intake
The system ingests the business profile: services offered, service areas, brand voice, certifications, years in business, differentiators. This data feeds every content generation call.
2
Service + Location Matrix
The system builds a matrix of every service/area combination. A business with 5 services and 20 service areas generates 100 unique page assignments.
3
Entity Analysis
For each location, the system analyzes the local entity landscape: neighborhoods, landmarks, schools, parks, major intersections, community features, and local government entities. It returns structured entity triples that form the semantic backbone of the content.
4
Content Generation
800-1,500 words of original content per page. The content naturally weaves in local entities so the page reads like it was written by someone who knows the area - because the AI was given real data about the area.
5
FAQ Generation
Each page gets 3-5 location-specific FAQs. These are not generic questions with a city name inserted. The questions and answers reference local conditions, regulations, and context. Each FAQ also becomes its own standalone page.
6
Uniqueness Validation
Every page is compared against every other page on the site using w-shingling similarity detection. Any page exceeding 40% similarity is flagged and regenerated. This is a critical gate - it blocks deployment.
Entity Triples - The Core Innovation
Entity triples are structured subject-predicate-object relationships that tell search engines and AI systems exactly what the content is about. Instead of hoping Google infers meaning from keywords, entity triples state it explicitly.
"Lake Nipissing Outfitters" - provides - "guided fishing trips on Callander Bay"
"Callander Bay" - is located near - "North Bay and Highway 11 corridor"
"Fishing on Callander Bay" - is known for - "walleye, pike, and perch in sheltered volcanic bay formation"
Location pages: 100 unique pages (5 services x 20 areas)
Words generated: 80,000-150,000 total
Entity triples per page: 15-30 structured relationships
FAQs generated: 300-500 location-specific questions
Uniqueness threshold: <40% similarity enforced by critical gate
Three Scoring Pillars
25%
Page Structure
HTML architecture, heading hierarchy, Core Web Vitals, mobile responsiveness, accessibility, semantic HTML5
40%
Content Quality
Word count, entity density, uniqueness, boilerplate ratio, E-E-A-T signals, direct-answer paragraphs, FAQ quality
35%
SEO Optimization
Title tag, meta description, schema, internal linking, image SEO, canonical tags, NAP consistency
Content Quality carries the highest weight because Google's algorithms and AI systems increasingly prioritize depth, uniqueness, and demonstrated expertise over technical factors.
37 Individual Scoring Factors
Every factor has a specific measurement method, a point value, and a pass/fail threshold. The system doesn't just say "your content needs improvement" - it says exactly what's missing and by how much.
10 Critical Gates
Binary pass/fail checks. A failure on any single gate blocks deployment regardless of overall score. Non-negotiable.
Grading Scale
| ELITE | 95-100 | Best-in-class, deploy immediately |
| STRONG | 85-94 | Highly competitive, deployment-ready |
| GOOD | 70-84 | Solid, deployable if above threshold |
| WEAK | 50-69 | Significant gaps, improvements needed |
| FAILING | 0-49 | Critical issues, major rework required |
Default deploy threshold: 80 overall minimum. No individual pillar below 60. Both configurable per client.
1
FAQ Generation at Source
Every service page gets 3-5 service-specific FAQs. Every location page gets 3-5 location-specific FAQs. Genuine questions with real answers, not filler.
2
Standalone Page Creation
Each FAQ is extracted and expanded into its own page at /faqs/question-slug/. The short answer becomes a 300-500 word deep-dive article.
3
Schema Strategy
FAQ standalone pages use Article/WebPage schema - deliberately NOT FAQPage schema. This prevents the standalone page from competing with the source page's rich result.
4
Backlink Architecture
Every FAQ page links back to its source page plus 2-3 related FAQ pages. This creates a massive internal linking web reinforcing every pillar page.
5
FAQ Hub Generation
A /faqs/ index page is auto-generated with SiteNavigationElement schema, giving search engines and AI systems a clear map of all Q&A content.
6
URL Slug Intelligence
Slugs are derived from question text with stop words removed. Collision prevention checks every slug and appends minimal differentiators when needed.
5 service pages x 5 FAQs each = 25 FAQ standalone pages
100 location pages x 4 FAQs each = 400 FAQ standalone pages
FAQ Hub index page = 1 page
Total FAQ pages: 426 - from content that already exists on the site
1
Content Analysis
The system reads the content section where the image will be placed and identifies the service, location context, and keywords to optimize against.
2
SEO Metadata Generation
Four metadata elements per image: keyword-rich file name, descriptive alt text, visible caption, and longer-form description for search engine context.
3
EXIF Geotagging
Every image on a location page gets EXIF GPS coordinates plus IPTC metadata with business name, city, state, and keywords. Geotagged images improve "near me" rankings with 97% statistical certainty.
4
Perfect Sizing & Format
Converted to WebP. Multiple sizes for responsive srcset delivery. Hero images preloaded. Below-fold images lazy-loaded. No oversized images resized by CSS.
Image SEO is scored as a 12-point factor in the SEO Optimization pillar. A page with poorly optimized images cannot achieve ELITE status.
The Shift
Traditional SEO optimizes for blue links - getting a page to rank #1 in the list. AEO optimizes for extraction - making your content the answer that AI systems cite. A page can rank #1 and still not be extracted by AI Overviews if the content isn't structured for it.
1
Direct-Answer Paragraphs
Every page includes a concise, self-contained answer paragraph within the first 200 words. Written specifically for LLM extraction: clear, authoritative, complete enough to stand alone. This is what AI Overviews pull from.
2
FAQ Sections with FAQPage Schema
Every page includes 3-5 FAQs with proper FAQPage schema. FAQs are rendered fully expanded in the HTML - no JavaScript-toggled accordions. Crawlers see full content immediately.
3
FAQ Standalone Pages
Each FAQ becomes a dedicated page optimized as a single-question answering target. One question, one thorough answer - the ideal structure for AI extraction.
4
llms.txt & llms-full.txt
Auto-generated markdown files at the site root. llms.txt provides a structured business summary. llms-full.txt provides complete site content in a clean, parseable format. Direct path to structured business data for AI crawlers.
5
Voice Search Optimization
Content written with conversational query patterns. FAQ questions mirror how people speak to voice assistants. Direct-answer paragraphs concise enough for voice readback.
6
AI Citation Monitoring
Tracks when AI platforms cite the client's content. Monitors ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot for references to the business.
AEO-related factors account for 20 points of the total score across Content Quality and SEO Optimization pillars.
Schema Markup by Page Type
| Page Type | Schema Applied |
|---|
| Homepage | LocalBusiness + Organization + WebSite + SiteNavigationElement |
| Service Pages | Service + Offer + BreadcrumbList + HowTo |
| Location Pages | LocalBusiness (areaServed + GeoShape) + Service + BreadcrumbList + GeoCoordinates + FAQPage |
| FAQ Standalone | Article/WebPage (NOT FAQPage - avoids competing with source) |
| About Page | Person + Organization |
| Contact Page | ContactPoint + PostalAddress |
| HTML Sitemap | SiteNavigationElement |
Internal Linking - Automatic Rules
1
Pillar-Cluster Architecture
Every location page links up to its parent service page. Every service page links down to all location pages. Related services cross-link. Topic clusters that Google's patents explicitly weight higher.
2
FAQ Backlink Web
Every FAQ standalone links back to its source page plus 2-3 related FAQ pages. 400+ FAQ pages create a massive internal linking web reinforcing every pillar page.
3
Contextual In-Content Links
Natural contextual links within body copy. References to related services or locations are automatically converted into proper internal links with descriptive anchor text.
4
Structural Links + Zero Orphan Validation
Breadcrumbs on every page. Footer links to core pages. Homepage links to all services and featured locations. Every page must receive at least 1 inbound link or deployment is blocked.
Why This Matters
Natural Growth Signal: A site that appears overnight with 500+ pages triggers algorithmic scrutiny. A site that launches with core pages and steadily adds clusters over weeks looks legitimate.
Crawl Budget Optimization: Releasing in batches gives Googlebot time to discover, crawl, and index each batch before the next arrives.
Indexation Quality: Smaller batches mean each page is evaluated on its own merits. Bulk indexation of hundreds of similar pages can trigger quality filters.
| Tier | What Deploys | When |
|---|
| Tier 1: Immediate | Homepage, all service pages, about, contact, FAQ hub, HTML sitemap, llms.txt | Day 1 |
| Tier 2: Drip Queue | Location pages + their FAQ standalone pages, released in parent-child clusters | Weeks 1-4 |
| Tier 3: FAQ Drip | Remaining FAQ standalone pages, 5-8 per day | Weeks 4-12 |
1
Build Phase
The entire site is generated and scored in full before any publishing begins. All 500+ pages exist, fully scored and validated.
2
Link State Management
Three-state model: Active (published, link rendered), Pending (in current batch), Deferred (in queue, link hidden). Visitors never see broken links.
3
Progressive Expansion
With each batch: new pages deploy, internal links activate, XML sitemap regenerates, HTML sitemap expands, llms.txt files update. The site grows organically.
WordPress Problems
- Plugin updates break sites
- Security vulnerabilities (PHP, database)
- Slow page loads (database queries)
- Hosting costs ($20-100+/month)
- Server management (cPanel, SSH)
- Inconsistent schema and SEO
CDN Solution
- No plugins - baked into HTML
- Static files - nothing to exploit
- Pre-built HTML from edge - instant
- Pennies per GB of bandwidth
- Zero server management
- Every page validated before deploy
| Component | Detail |
|---|
| Storage | Dedicated per client - files isolated, independently manageable |
| Delivery | Edge-cached with custom domain and free SSL |
| Global Reach | 100+ edge locations across 6 continents |
| Performance | Near-perfect Core Web Vitals. Inline critical CSS, minified HTML, WebP images, lazy loading. |
| Cost | A typical 500-page site costs under $1/month to host |