SEO in the Age of AI Agents

# SEO in the Age of AI Agents

Research Report -- February 26, 2026

1. How AI Agents Find and Recommend Products

The Three Major AI Discovery Channels

Google AI Overviews -- Appear in ~18% of global Google searches, reach 2 billion monthly users. Pull primarily from Google's own index, weighting Google Business Profile data, review sentiment, directory listings, and structured data.

ChatGPT Shopping & Search -- 50 million+ daily shopping queries. Pulls heavily from Google Shopping results -- 75% of the time, its top recommendation also appears in Google Shopping's first 3 results.

Perplexity -- 780 million+ monthly queries. Uses its own crawler (PerplexityBot) plus real-time web retrieval. Favors content with high word count, clear factual statements, and cited sources.

Data Sources They Pull From

• Google/Bing search indexes (foundation)
• Google Business Profiles (critical for local)
• Review platforms -- 3x higher citation chance with profiles
• Directory listings -- nearly doubled in importance
• Reddit, Quora, forums -- Reddit is highest-cited source
• Brand mentions on authoritative sites -- strongest correlation (0.664) with AI Overview appearance
• Structured data / Schema.org -- 3.2x more citations

Key Conversion Stat

AI referral traffic converts at 14.2% vs Google organic's 2.8% -- roughly 5x more valuable per visit.

2. Traditional SEO: Still Matters, But Differently

Exact Match Domains (goodwoodtable.com)

• EMDs appear disproportionately in Google's top 10, require ~60% lower Domain Rating
• Boost click-through rates 15-25%
• Work best in low-competition niches and for local SEO
• The domain is worth building on, but needs content and authority behind it

What Still Works

• Content quality and depth
• Local SEO (GBP more important than ever)
• Backlinks from authoritative sites
• Technical SEO -- speed, mobile, clean structure
• Review signals -- quantity, recency, sentiment, responses

What's Becoming Less Important

• Keyword density/stuffing
• Meta keyword tags
• Pure link volume without quality
• Exact keyword matching (AI understands semantics)

3. AI-Optimized Presence

Entity Recognition

AI systems identify entities and map relationships. Consistency across every digital property is essential:

• Same NAP (name, address, phone) everywhere
• Same brand description across all platforms
• Organization schema connecting the dots

Structured Data (Schema.org)

Sites with structured data get cited 3.2x more. Most impactful types:

• LocalBusiness, Product, Service, FAQPage, Review/AggregateRating, Organization, Person
• Pages with 3-4 complementary schema types get cited 2x more. Use JSON-LD.

Third-Party Validation

• Reviews on Google, Yelp, Houzz
• Press/editorial mentions (~34% of AI citations from PR-driven coverage)
• "Best of" lists and roundup articles
• Industry directories (Houzz, Thumbtack)

4. Generative Engine Optimization (GEO)

Content Structure

• Direct answers in first 40-60 words (44.2% of citations from first 30% of text)
• Statistics every 150-200 words
• Cite authoritative sources within your content
• Clear headings, lists, structured formatting

Content Strategy

• Topic clusters (e.g., "custom wood tables": materials, sizing, species, finishes, care, pricing)
• FAQ content answering questions people ask AI agents
• Original/proprietary information AI agents want to cite
• Regular updates with "Last updated" timestamps

Most Effective Single Strategy

Appearing in high-ranking lists ("best custom furniture makers in Chicago"). AI agents pull from top search results.

5. Practical Recommendations for goodwoodtable.com

Site Content

• Homepage: Clear, factual opening statement about custom tabletops
• Product Pages with Product schema: tabletops and legs with specs
• FAQ Page with FAQPage schema: pricing, species, sizing, lead times, finishes
• About/Process Page: Jason's 24+ year background, studio location
• Content Hub: species guides, sizing guides, care guides

Technical Setup

• Schema markup on every page (JSON-LD)
• IndexNow protocol, XML sitemap, fast loading, mobile-first
• Allow crawling by PerplexityBot, OAI-SearchBot, GoogleBot, BingBot

Listing Presence

• Must-Have: Google Business Profile, Yelp, Houzz
• Should-Have: Apple Business Connect, Bing Places, Instagram linked to GBP
• NAP consistency across every listing

6. The Broader JLF Web Presence

Recommendation: Build goodwoodtable.com as Standalone Microsite

1. Cargo sites can't be optimized for schema or modern SEO

2. A fresh site on Shopify/Squarespace gives full control

3. The EMD provides genuine niche advantage

4. Can redirect into main site later via 301s

The Bigger Strategic Insight

A small business with excellent GBP, strong Houzz portfolio, good reviews, and press mentions will outperform a business with a beautiful website but no external footprint.

Priority Actions

1. Google Business Profile -- fully optimize. Free, feeds all AI systems.

2. Houzz profile -- portfolio platform for designers/homeowners.

3. Review strategy -- actively solicit Google/Yelp reviews.

4. goodwoodtable.com -- lean, schema-rich microsite.

5. Directory consistency -- identical NAP across all listings.

6. Press/"best of" mentions -- pursue Chicago-specific articles.

7. Test AI visibility -- regularly query ChatGPT, Perplexity, Google AI.

SOURCES & REFERENCES

• Google AI Overviews — Google's AI-powered search feature
• ChatGPT — OpenAI's conversational AI with shopping capabilities
• Perplexity — AI-powered search engine
• Schema.org — Structured data vocabulary standard
• Google Business Profile — Local business listing platform
• IndexNow — Instant search engine indexing protocol
• Houzz — Home design and remodeling platform
• Yelp — Business review platform
• Apple Business Connect — Apple Maps business listing
• Bing Places — Bing business listing platform
• Thumbtack — Service professional directory