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Research, experiments, and insights on AI search visibility

The Complete AI Visibility Guide for Local Businesses (2026)

8-step playbook to get recommended by ChatGPT, Claude, Gemini & Perplexity. From Schema markup to review strategy — everything you need.

7 Best AI Visibility Tools for Local Businesses (2026)

We tested every AI visibility tool on the market. Here's how they compare on features, pricing, and accuracy.

5 Best Angi Alternatives for Home Service Leads (2026)

Angi charges $15-85 per lead with declining quality. These alternatives deliver better ROI — including AI-powered options.

5 Best AI Review Reply Tools for Local Businesses (2026)

Never miss a review again. We tested the top AI-powered review management tools — from free to enterprise.

Teehoo vs BrightLocal: AI Visibility vs Traditional SEO Tracking

BrightLocal tracks Google rankings. Teehoo tracks AI recommendations. Which one matters more in 2026?

Teehoo vs Angi: Own Your AI Presence vs Rent Leads

Angi sells you shared leads. Teehoo makes AI recommend you directly. The economics are clear.

Teehoo vs Semrush: AI Search vs Google SEO

Semrush dominates Google SEO. But AI search has different rules. Here's where each tool wins.

Teehoo vs Yext: AI Visibility vs Directory Listings

Yext syncs your NAP to 100+ directories. Teehoo makes AI recommend you. Different problems, different solutions.

Alhambra's Chinese Families Ask AI for Dentist Recommendations — In English AND Chinese. Can AI Find You?

54% Chinese-American community, ~40 dentists, score 22/100. Bilingual AI search is a reality most practices ignore.

El Monte's Summer Heat Is Brutal. When AC Dies at Midnight, Homeowners Ask AI.

~30 HVAC companies, score 20/100. SGV heat island + older mobile homes = constant demand. AI sends the calls elsewhere.

Zero. That's How Many Baldwin Park Plumbers AI Recommends. Zero Out of 12.

12 plumbers, score 22/100, 0% AI visibility. The entire market is a blank slate — first mover wins everything.

Burbank Studios Keep Sound Stages at 68°F. Meanwhile, HVAC Companies Can't Be Found by AI.

~35 companies, score 24/100. Entertainment capital + craftsman homes = demand. But AI doesn't know you.

WeHo Is the Most Appearance-Conscious City in America. Your Cosmetic Practice Should Be the Most AI-Visible.

~30 dentists, score 26/100. Entertainment industry, aesthetic focus — and AI recommends someone else.

Tech Companies Moved to Culver City. Your Customers Google Less and Ask AI More.

~15 plumbers, score 25/100. Sony/Amazon/Apple employees are AI-native. 1940s pipes + tech-savvy residents.

Pomona Sits in California's Hottest Valley. Your HVAC Company Sits in AI's Blind Spot.

~25 companies, score 23/100. Inland Empire gateway, extreme heat, Cal Poly Pomona — massive demand, zero AI presence.

Ontario Is the Fastest-Growing City in the Inland Empire. But AI Still Recommends LA Plumbers Instead.

~20 plumbers, score 24/100. Airport growth + new developments, but AI defaults to bigger cities.

Rancho Cucamonga Families Love Their Suburban Life. AI Doesn't Know Their Dentist Exists.

~35 dentists, score 25/100. Victoria Gardens, family suburbs, Foothill Blvd dental row — invisible to AI.

Disneyland Keeps Millions Cool. But Anaheim HVAC Companies Can't Keep Up With AI Search.

~45 companies, score 24/100. Convention center + Platinum Triangle + residential = demand everywhere, AI presence nowhere.

Cal State Fullerton Has 40,000 Students. When They Need a Doctor, They Ask AI.

~25 doctors, score 23/100. University town, young demographics, Korean community — all asking AI, not Google.

Surf City Has More Pools Per Capita Than Almost Anywhere in California. AI Recommends Only 2 Companies.

~40 companies, score 23/100. Beach lifestyle, year-round season, HOA pools — massive demand, 2 AI recommendations.

The Most Underserved Medical Market in AI Search: Monterey Park Scores 16/100

68% Chinese-American community, ~30 doctors, the lowest AI score in all of LA. Bilingual healthcare search is real — and no one is optimized for it.

OC Has 200 PI Lawyers Fighting Over Google Ads. Only 5 Exist in AI Search.

405/5/91 freeway accidents generate thousands of cases. At $150-300 CPC, Google is a money pit. AI recommends 5 lawyers — for free.

Santa Monica Dentists: Your Invisalign Patients Are Finding Their Next Provider Through AI

~80 dentists, avg 25/100. Affluent, health-conscious residents asking AI instead of Google. Who shows up when they search?

Long Beach Humidity Is Killing AC Units. AI Is Killing Your Lead Flow.

~50 HVAC companies, avg 24/100. Coastal climate means constant HVAC demand — but AI sends those emergency calls to your competitor.

Torrance Homeowners' Pipes Are 50 Years Old. Their Plumber's Online Presence Is Stuck in 2015.

~25 plumbers, avg 26/100. Post-war homes with aging galvanized pipes = constant demand. But AI doesn't know most Torrance plumbers exist.

Riverside Builds 5,000 New Homes With Pools Every Year. AI Sends Those Leads to Your Competitor.

~35 pool companies, avg 22/100. 110°F summers + construction boom = massive demand. But only 2 companies show up when AI recommends.

You Spend $20K/Month on Google Ads. ChatGPT Recommends Your Competitor for Free.

We scanned 352 PI lawyers in Las Vegas. At $150-500 CPC, you're spending a fortune on Google — while AI gives your competitor free referrals.

Your Dental Practice Has 200 Five-Star Reviews. But ChatGPT Recommends the Clinic Down the Street.

1,567 LA dentists scanned. 95% invisible to AI. Great reviews aren't enough — here's what AI actually looks for.

Glendale Hits 105°F in Summer. When AC Breaks, Homeowners Ask AI — Not Google.

~40 Glendale HVAC companies, average score 25/100. The ones AI recommends get the emergency calls. Here's how to be one of them.

Arcadia Families Ask AI for Doctor Recommendations in English AND Chinese. Can AI Find You?

42% Chinese-American community, ~30 family doctors, average score 22/100. Bilingual AI search is real — and most practices are invisible.

Google Organic Traffic Is Shrinking. Here's Where It's Going.

First-ever decline in Google organic traffic. AI Overviews killed 61% of click-throughs. AI search converts 6x better. What to do now.

Why AEO Matters More Than SEO in 2026

AI search converts at 14.4% vs Google's 2.5%. Only 12% of AI citations overlap with Google top 10. The data is clear — AEO is essential.

95% of Local Businesses Are Invisible to AI Search. Is Yours?

We scanned 6,400+ LA businesses. Businesses with 7,000+ reviews that ChatGPT doesn't recommend. The data and what to do about it.

Irvine Pool Service Companies: Your Leads Are Drying Up Because AI Doesn't Know You Exist

We scanned every pool service company in Irvine. 97% are invisible to AI. When customers ask ChatGPT for recommendations, only 3 show up. Here's how to be one of them.

Pasadena Plumbers: How to Get Recommended by ChatGPT (Before Your Competitors Do)

We scanned 17 plumbers in Pasadena. Only 3 show up in AI search. The #1 company scores just 51/100. Here's the playbook to dominate.

We Scored 49/100 on Our Own AI Readiness Audit. Here's How We Fixed It in 30 Minutes.

5 fixes, 30 minutes, $0 cost. Our GEO Audit score went from Grade D to Grade A. Step-by-step guide you can copy.

We Scanned 20 Chinese Brands on AI Search. The Results Are Shocking.

TOZO scored 5/100, Xiaomi Band scored 0/100, while Anker dominates at 100+. Here's why Chinese brands are invisible to AI shopping assistants.

Why TOZO Sells Out on Amazon But AI Doesn't Know It Exists

TOZO has 50,000+ Amazon reviews but appears in only 8% of AI recommendations. We investigated why.

How Anker Dominates AI Shopping Recommendations: Reverse Engineered

Anker scores 100+ across every AI platform. We broke down the 5 things they do that other brands don't.

The Complete Guide to AI Shopping Recommendation Optimization

12 data-backed factors that determine AI recommendations. Week-by-week action plan included.

ChatGPT vs Perplexity vs Gemini: Which Platform Recommends You Most?

We tested 15 brands across 4 AI platforms. Each has completely different preferences. Here's the data.