How San Francisco Roofing Contractors Disappear in AI Search

A homeowner in the Sunset District notices roof damage after a wind storm. They don't call three roofers anymore. They open ChatGPT and ask: "Who are the best roofing contractors in San Francisco?" The AI cites three names. All of them are from out of state. Your business never shows up. This happens 30, 40, 50 times a month. While competitors who invested in AI visibility capture the leads.

Why San Francisco Roofing Contractors Get Missed in AI Search

San Francisco is brutal on roofs. Salt air, fog, seismic risk, clay tiles that need expert repair. Homeowners here spend more on roof work than most markets and they search AI first because they need the right specialist, not just any contractor.

But most SF roofers are invisible in ChatGPT, Perplexity, Claude, and Gemini. Here's why:

• Your website doesn't match AI training data sources. You rank on Google for "roofing San Francisco" but AI only sees content from 50 specific sites (Home Advisor, Angie's List, Thumbtack, industry publications). If you're not cited there, AI doesn't know you exist.
• Your reviews are fragmented. 15 Google reviews, 8 on Yelp, 3 on Trustpilot. AI needs concentrated proof of quality in one format. Scattered signals = low confidence = AI picks someone else.
• Your business profile is incomplete. Missing schema markup, no verified hours, no insurance certifications listed. AI wants structured data, not just website copy.
• You have no local editorial presence. Competitors are quoted in local SF business blogs, roofing publications, or homeowner guides. That citation network is what AI trusts.

What the Data Shows

We audited 137 roofing contractors across major markets, including San Francisco. Results are clear:

• Median AI visibility: 32 out of 100. Three quarters of roofers are barely visible.
• Top performers score 79+. The gap to leaders is 47 points.
• That gap costs real money. A roofing contractor in your market losing 30-50 AI-sourced leads per month is leaving $5,000 to $20,000 in recurring revenue on the table.
• The visibility leaders aren't the biggest names. They're the ones strategic about citations, schema, and being mentioned in the right places.

Mentioned tracks your visibility across ChatGPT, Perplexity, Claude, and Gemini. No guessing. No waiting for AI to maybe mention you someday. You can see exactly where you rank and what's missing.

What to Do About It

Visibility is fixable. Here are three moves:

1. Add schema markup to your site. Contractor schema, LocalBusiness schema, aggregate rating schema. This tells AI what you are and proves it with structured data. Google uses it, AI models use it, Perplexity uses it.
2. Get cited in the right places. Local SF business publications, roofing industry guides, homeowner blogs in your area. One citation in the right source is worth more than 10 scattered Google reviews. AI weights editorial citations heavily.
3. Consolidate your proof. Collect reviews from multiple platforms into one verified profile. AI needs confidence signals. A contractor with 40 verified reviews in a unified spot beats a contractor with 60 scattered across five platforms.

These aren't tricks. They're how AI search actually works. It finds and ranks who it can verify, who is cited, and who has the data structure to prove it.

See Your Score

We built a free 90-second audit that shows your current AI visibility score, which platforms are missing you, and the exact dollar impact if you do nothing.

Run it at mentionedinai.com. No email required.

If you want help closing the visibility gap, we're running a founder cohort closing July 4. It's $297 a month or $1,497 lifetime. You get visibility tracking, a done-for-you citation plan, and schema templates ready to hand your web developer. Not another tool to learn. Just results.

See your roofing AI visibility score in San Francisco

Enter your business below. We run live queries across ChatGPT, Perplexity, Claude, and Gemini. You get your score in under 90 seconds.