A Systematic Approach to Search Visibility
Search Systems Engineering isn’t a collection of tactics—it’s a repeatable methodology for building visibility across every platform where customers discover businesses. Here’s how it works.
The 4-Step Framework
Discover → Check → Publish → Test
Our methodology treats AI visibility as experiment-driven optimization—not guesswork. Each step builds on the previous one, creating a system that improves continuously.
STEP 1: DISCOVER
Convert Keywords to Conversational Queries
Traditional SEO focuses on keywords like “plumber Dallas” or “CRM software.” But AI
platforms respond to questions: “Who’s the best plumber near me?” or “What CRM is best
for a 10-person sales team?”
In the Discover phase, we research how your customers actually ask questions—the
conversational queries they type into ChatGPT, speak to voice assistants, and search on
Google.
What happens in Discover:
- Keyword
research translated into conversational query mapping - Competitor
analysis: What queries do competitors appear for? - Intent
categorization: Informational, commercial, transactional, navigational - Query
fan-out analysis: What sub-queries do AI platforms generate? - Prompt
library creation: 20-80 queries tailored to your business
STEP 2: CHECK
Establish Your AI Visibility Baseline
Before optimizing, we need to know where you stand. The Check phase tests how AI
platforms currently respond to queries relevant to your business.
We test across multiple platforms because each responds differently. A business might be
invisible on ChatGPT but mentioned on Perplexity—or vice versa.
What happens in Check:
- Baseline
testing across ChatGPT, Gemini, Perplexity, and Copilot - AI
visibility scoring for each query (1-5 scale) - Competitor
visibility comparison - Gap
identification: Where are you missing vs. where do you appear? - Traditional
SEO audit: Rankings, technical health, content analysis
STEP 3: PUBLISH
Create AI-Optimized Content and Technical Foundations
With baseline data in hand, we build. The Publish phase creates and optimizes the
content, technical infrastructure, and authority signals that AI platforms use to
understand and recommend your business.
This isn’t about gaming AI systems—it’s about making your business genuinely easy for AI
to understand, verify, and recommend.
What happens in Publish:
- Content
creation: FAQ sections, blog posts, service pages optimized for AI
extraction - Schema
markup implementation: Local Business, FAQ Page, Product, How it works - Technical
optimization: llms.txt, AI crawler access, site performance - Citation
building: Directory listings with consistent NAP - Third-party
presence: Review platforms, industry directories, social profiles - Google
Business Profile optimization (for Local track)
STEP 4: TEST
Measure, Learn, Refine
AI visibility isn’t static. Platforms change, competitors optimize, and user behavior
evolves. The Test phase creates a feedback loop that drives continuous improvement.
We re-test visibility monthly (or bi-weekly for Scale tiers), compare against baseline,
and adjust strategy based on what’s working.
What happens in Test:
- Regular
AI visibility re-testing against baseline - Performance
analysis: What improved? What didn’t? - Content
optimization based on AI feedback - Strategy
refinement: Double down on what works, pivot from what doesn’t - Competitive
monitoring: Track changes in competitor visibility
What to Expect: The First 6 Months
Every engagement follows a structured timeline that balances quick wins with sustainable, long-term visibility building.
Month 1: Foundation Setup
-
Onboarding call and access setup -
Initial audits: Website, technical SEO, competitive analysis -
AI visibility baseline testing across all platforms -
Keyword and conversational query research -
Schema markup implementation -
AI Technical setup: llms.txt, crawler configuration -
Reporting dashboard configuration -
Strategy call to review findings and priorities
Month 2: Content & Authority Building
-
Content production begins: FAQ sections, blog posts, page optimization -
Citation submissions (Local track) -
Google Business Profile optimization (Local track) -
Third-party profile setup (National/SaaS track) -
First AI visibility check vs. baseline -
Strategy call to review progress
Month 3: Optimization & Expansion
-
Full AI visibility re-test and comparison to baseline -
Content optimization based on AI feedback -
Expanded content coverage for priority queries -
Review acquisition support -
First performance report delivered -
Strategy refinement based on data
Months 4-6: Scale & Compound
-
Ongoing content production per tier specifications -
Regular AI visibility testing (monthly or bi-weekly) -
Authority building through third-party mentions -
Technical optimization refinements -
Quarterly Business Review (QBR) at month 6
Your Role in the Process
Our pricing model keeps costs accessible by dividing responsibilities strategically. We handle strategy, execution, and optimization. You provide access, information, and approvals.
One-Time Setup (During Onboarding)
-
Google Business Profile access (owner or manager level) -
Website CMS access or developer contact -
20+ business photos (exterior, interior, team, work samples) -
Complete service/product descriptions -
Service area details and hours of operation -
3 customer testimonials with attribution -
Staff bios and headshots (key team members) -
Certifications and licenses documentation -
Competitor list (top 5-10)
Ongoing (Monthly)
Monthly
15-30 min
Weekly
10-15 min
As needed
5 min each
Quarterly
30 min
As needed
10 min
Per tier
30-45 min
Our Deliverables
Every engagement includes strategic oversight, technical execution, content production, and performance tracking.
Strategy & Oversight
-
Dedicated strategist for your account -
Regular strategy calls (monthly or bi-weekly based on tier) -
Quarterly Business Reviews with executive summary -
Strategic recommendations and priority guidance -
Escalation handling and issue resolution
AI Visibility
-
Baseline AI visibility testing from day one -
Ongoing AI visibility monitoring (20-80+ prompts based on tier) -
Platform coverage: ChatGPT, Gemini, Perplexity, Copilot -
AI visibility reports with scoring and trends -
Competitive AI visibility tracking
Content Production
-
Blog posts (2-5/month based on tier) -
FAQ content and page optimization -
Google Posts (Local track: 4-8/month) -
Case studies (quarterly) -
Service/product page optimization
Technical SEO
-
Schema markup implementation and maintenance -
Technical audits and issue resolution -
AI Technical setup: llms.txt, crawler configuration, Index Now -
Site health monitoring -
Performance optimization recommendations
Local Visibility (Local Track)
-
Google Business Profile optimization -
Citation building and management (15-25+ directories) -
NAP consistency monitoring -
Review management support
Reporting & Analytics
-
Dashboard access with real-time metrics -
Monthly or bi-weekly performance reports -
AI visibility trend tracking -
Traditional SEO metrics (rankings, traffic, conversions)
A System, Not Tactics
Most SEO agencies sell tactics: “We’ll get you backlinks” or “We’ll optimize your keywords.” Tactics can work, but they’re fragile. Algorithm changes break them. Competitors copy them. Results fade. Search Systems Engineering is different. It’s a system—a repeatable process that adapts to change, compounds over time, and builds durable competitive advantage.
Experiment-Driven, Not Assumption-Based
We don’t assume we know what will work. We test, measure, and adjust. AI platforms are unpredictable—what works for one business may not work for another. The Test phase ensures we’re always learning and optimizing based on real data.
AI-First, Not AI-Added
Many agencies treat AI optimization as an afterthought—a checkbox to add after traditional SEO. We build AI visibility into the foundation from day one. Every piece of content, every technical decision, every strategy choice considers both traditional and AI discovery.
Process Over Personalities
Our methodology is documented, repeatable, and trainable. Your success doesn’t depend on one brilliant person having a good day—it depends on a proven system executed consistently.
Transparency Throughout
You see everything: the baseline data, the AI visibility scores, the content we create, the results we achieve. No black boxes, no mysterious “proprietary methods.” You understand exactly what we’re doing and why.
Frequently Asked Questions
Frequently Asked Questions
AI visibility can shift within weeks as we optimize content structure and authority signals. Traditional SEO improvements typically take 3-6 months. We focus on building durable visibility that compounds over time rather than chasing short-term wins. You'll see measurable progress in AI visibility scores within the first 60-90 days.
Most SEO agencies focus exclusively on Google rankings. We optimize for Google AND AI platforms (ChatGPT, Gemini, Perplexity) AND voice search—all in one coordinated system. We also test AI visibility systematically, which most agencies don't do at all.
Not necessarily. Some clients keep their existing agency for specific functions (like paid media) while we handle search visibility. Others consolidate with us for simplicity. We're happy to coordinate with existing partners or take over entirely—whatever makes sense for your situation.
Most clients spend 2-4 hours per month on their Search Systems engagement. This includes providing photos and updates, approving content, and attending strategy calls. We handle the heavy lifting of strategy, execution, and optimization.
They will—constantly. That's why our Test phase creates a continuous feedback loop. We monitor changes, re-test visibility, and adjust strategy accordingly. The system is designed to adapt, not break when platforms evolve.
During your free AI Visibility Assessment, we'll show you real examples of how businesses move from "not mentioned" to "recommended" on AI platforms. We'll also test your current visibility so you can see exactly where you stand.
Engagements continue month-to-month after the initial commitment period. Most clients stay long-term because AI visibility requires ongoing attention—platforms change, competitors optimize, and new opportunities emerge. You can adjust your tier, add or remove modules, or cancel with appropriate notice.
Ready to See the System in Action?
Start with a free AI Visibility Assessment. We'll test how AI platforms currently respond to queries in your industry and market—and show you exactly where the opportunities are.