LeighAnne Turner
For over 12 years, I have built the invisible architecture of discovery. I don’t just follow playbooks, I write them. After pioneering Answer Engine Optimization (AEO) frameworks that are now industry standards, I’ve proven that the future of search requires thinking beyond traditional keywords to how AI systems actually retrieve and cite content.
50% YoY Organic Growth for enterprise ecosystems.
40% Increase in LLM Citation Rates through structured data and entity schema.
35% Crawl Budget freed by resolving technical debt and site architecture chaos.
30%+ Organic Growth scaled from scratch in just six months.
Digital Discovery Optimization: Architecting Factual Authority in the Age of AI Search
Beyond Keywords: A deep dive into how large language models (LLMs) have shifted search from simple ranking to retrieval-augmented generation (RAG).
Building for Trust: Proven frameworks for making human knowledge the most retrievable and authoritative data source for AI answer engines.
Future-Proofing Discovery: Strategies for aligning site structure with how AI systems like ChatGPT and Perplexity reason with content.
Digital Discovery Optimization (DDO)
Digital Discovery Optimization (DDO) is the practice of designing content and signals so humans and AI systems can find, understand, trust, and recommend your information during moments of discovery across search engines, AI assistants, and recommendation platforms.
I formalized the term and framework in my book, Digital Discovery Optimization: Architecting Factual Authority in the Age of AI Search. It addresses how systems synthesize answers and determine citation authority.
What DDO is (and isn’t)
- DDO is about becoming the obvious source across discovery surfaces (search, AI answers, social, local, and recommendations).
- DDO is not a rebrand of SEO. SEO is one input; DDO includes how systems retrieve, summarize, and cite information.
- DDO is not “prompt hacking.” It focuses on durable signals: clarity, structure, consistency, and factual authority.
How DDO relates to SEO, AEO, and GEO
| Approach | Primary goal | Optimizes for |
|---|---|---|
| SEO | Rank pages in search results | Crawlability, relevance, authority, UX |
| AEO | Be selected as the answer | Direct answers, structure, clarity, schema |
| GEO | Be cited in generative outputs | Factual authority, consistency, quotable sections |
| DDO | Win discovery across systems | Entity clarity + trust + retrieval readiness across channels |
What DDO looks like in practice
- Entity clarity: consistent descriptions of who you are, what you do, and how you’re connected.
- Retrieval-friendly structure: clean headings, tight definitions, and sections that can be quoted.
- Factual authority: verifiable claims, transparent sources, and consistent cross-platform signals.
- Machine readability: schema, accessible HTML, and clear information architecture.
Featured Thought Leadership
The Ultimate Guide to Event Marketing: Strategies for Selling Out Shows
The Revenue Focus: Stop guessing and start filling seats with data-driven frameworks designed to eliminate the cost of empty inventory.
The Ultimate Guide to Film and TV Marketing
Targeting with Intent: A deep dive into modern film marketing, from building authentic communities to data-driven audience targeting.
Paid Search and SEO: Why You Need Both
Compounding Visibility: How aligned systems create visibility advantages that outperform siloed marketing.
Strategist, Author, & Systems Thinker
I turn technical complexity into business impact narratives. My approach, which is grounded in technical website audits and strategic content systems, led to my book, Digital Discovery Optimization: Architecting Factual Authority in the Age of AI Search, which defines how brands remain discoverable in an AI-driven ecosystem.
Beyond the screen, I apply that same systems-thinking to Search and Rescue. As a licensed Wilderness First Responder and K9 SAR volunteer, I locate missing persons and provide emergency medical care in remote environments. I’m training my German Shorthaired Pointer, Piper, in scent detection for wilderness, urban, and disaster response. Whether I’m optimizing 27,000 pages of enterprise code or navigating a ridgeline, the work is the same: solving complex problems under pressure.
The Work: Case Studies
How I’ve solved complex problems, at scale, across different industries.
Enterprise SEO Turnaround: 27,000+ Pages, One Strategic Vision
Enterprise Broadcast Network | May 2023 – May 2024
The Challenge
An enterprise broadcast network inherited a massive ecosystem: 27,000+ Drupal pages, multi-year traffic decline, crawl budget hemorrhaging, and deep technical debt. The site was suffering from duplicate content, orphaned pages, and infrastructure chaos. No one had mapped the architecture. The organization had no idea how bad it was.
The Strategy
I started with diagnosis, not action. Conducted a comprehensive technical audit identifying 6,400+ duplicate and orphaned URLs. Mapped the entire site structure to understand why crawl budget was wasted. Built a prioritization framework that freed resources for high-impact pages.
Then: systematic consolidation. Worked with Dev team to implement redirects, restructure site hierarchy, and enforce crawl optimization. Implemented Core Web Vitals improvements (38% faster LCP, CLS failures from 41% → <8%). Built GA4 tracking for 690K+ donation events to prove SEO’s revenue contribution.
The Results
Organic sessions increased from baseline to 276,000+ YoY with 64.5% engagement rate. Non-branded rankings improved by median 52 positions. More importantly: proved that technical precision and strategic prioritization could reverse multi-year declines. Established playbooks for future optimization that the organization still uses.
What This Taught Me
Enterprise-scale SEO requires both technical depth and change management skills. The biggest wins come from identifying what’s broken in the infrastructure, not just optimizing what already works. And when you connect SEO to business outcomes (in this case, donation revenue), suddenly leadership cares deeply about organic strategy.
Building AEO from Scratch: Pioneering a Category
AdTech SaaS Company | May 2024 – Present
The Challenge
An AdTech SaaS company operates in a competitive space. Google rankings are hard. Competitor content is strong. But there’s a bigger problem: most brands aren’t optimizing for how AI actually cites content. ChatGPT, Perplexity, and Google SGE are reshaping discoverability. Traditional SEO playbooks don’t account for this shift.
The Strategy
I built the company’s first integrated SEO and AEO program from a blank page. No existing strategy. No team. Just “make organic grow.”
Started with monitoring: built a comprehensive framework tracking how content surfaces across ChatGPT, Perplexity, and Google SGE. Tested entity schema configurations. Measured which content structures improved LLM citation rates. Published 25+ long-form articles targeting high-intent AdTech and predictive modeling queries.
Then: systematic optimization. Implemented FAQ schema, entity-based markup, and structured data that positioned content for generative search. Built GA4 attribution framework tracking organic impression → SQL → opportunity. Aligned with PMM and Brand teams to ensure SEO supported go-to-market priorities.
The Results
30%+ organic growth within six months. First-page rankings for competitive terms within weeks. 40% increase in LLM citation rates. More importantly: established repeatable playbooks for AI-ready content that are now being adopted industry-wide. Proved that early-stage AEO adoption creates sustainable competitive advantages.
What This Taught Me
The future of SEO isn’t about out-ranking competitors in Google. It’s about making your content the most discoverable across all search paradigms—traditional engines, AI answer systems, and human trust factors. Organizations that understand this now will dominate visibility later. I’m building the frameworks they need.
Multi-Client Growth at Scale: 90%+ YoY Results Across Portfolios
Digital Marketing Agency | Jan 2021 – Jan 2023
The Challenge
Managing concurrent B2B client portfolios requires a different skill set. Each client has different competitive landscapes, different ICP, different technical infrastructure. You can’t scale the same playbook. You have to think systematically while executing customized strategies.
The Strategy
Built repeatable diagnostic frameworks that could be adapted quickly. Conducted comprehensive technical audits for each client, identifying crawl inefficiencies and site architecture issues. Executed keyword research aligned to client business goals and audience intent. Developed content strategies that balanced quick wins with long-term authority building.
Partnered with external agencies on digital PR initiatives to earn authoritative backlinks (DR 70+). Designed GA4 dashboards that proved SEO’s direct contribution to client revenue. Maintained strong stakeholder relationships through regular communication and transparent reporting.
The Results
Delivered 90%+ YoY organic growth for B2B law firm clients. Achieved top rankings for competitive local and national keywords. Secured 30+ high-authority backlinks that improved domain authority scores. More importantly: proved that standardized processes and systematic thinking can scale across different industries without losing customization.
What This Taught Me
Agency work teaches you rigor. When you’re accountable to multiple clients and missing a milestone impacts client trust, you learn to prioritize ruthlessly, communicate clearly, and deliver consistently. It also teaches you pattern recognition—what works in one industry often applies to another, but the application has to be thoughtful.
The Toolkit
The tools, platforms, and frameworks I use to build, measure, and scale organic search programs.
SEO & Analytics
- Google Analytics (GA4)
- Google Search Console
- Screaming Frog
- Ahrefs
- SEMrush
- Looker Studio
GEO & AI Tools
- ChatGPT API
- Claude
- Cursor
- DeepSeek
- n8n Automation
- LLM Monitoring Frameworks
CMS & Platforms
- WordPress
- Drupal
- HubSpot
- Shopify
- Contentful
Design & Collaboration
- Figma
- Canva
- Photoshop
- InDesign
- Jira
- Slack
Specializations
- Technical SEO Audits
- Core Web Vitals
- Schema Markup
- AEO/GEO Strategy
- Attribution Modeling
- Content Architecture
Research & Education
- Marie Haynes AI SEO Community
- Continuous Learning
- Industry Research
- Pattern Recognition
- Thought Leadership
Let’s Talk
Whether you’re looking to hire, collaborate, discuss strategy, or just say hi—I’m always open to conversations with thoughtful people who care about real impact.