Why Your Small Business Disappears in Claude AI (And How to Fix It)
TL;DR
Most small businesses are invisible in Claude, ChatGPT, Perplexity, and Gemini. A dataset of 137 local service businesses shows a median visibility score of 32/100. The top-performing companies hit 79/100, meaning there's a 47-point gap between average and good. The fix takes weeks, not months, and starts with knowing exactly where you show up today.
Why This Happens
Claude and other large language models train on publicly available text. Your website matters, but it's just one signal. LLMs also weight authority (citations, backlinks, social proof), relevance (how well your content matches what people ask about), and recency (how fresh your public information is).
Small businesses lose visibility for specific reasons:
- No presence on cited sources. LLMs pull heavily from industry publications, Google, Wikipedia, and trusted directories. If you're not mentioned there, you don't exist in their training data.
- Thin content about what customers actually ask. Customers ask Claude and Perplexity questions like "HVAC maintenance near me" or "how often should I service my AC?" Most small business websites answer "here's why you should pick us" instead of answering the actual question.
- Low domain authority. New websites and small regional sites get lower weight. A brand-new site ranking #1 on Google may still be invisible in Claude because Claude values source authority over Google ranking.
- No structured data or schema. Claude can parse schema markup (your business address, hours, reviews). Missing schema = information the model can't easily extract or cite.
The result: when someone asks Claude "best HVAC contractor in Rhode Island" or "how much does a heat pump cost," your business doesn't make the answer.
How to Fix It
Visibility in Claude follows a predictable playbook:
- Audit where you show up now. Know your baseline. Take 15 minutes, search for yourself in Claude, ChatGPT, Perplexity, and Gemini. What comes back? Nothing? A competitor? An old review? Write it down.
- Target high-authority citation sources first. Industry directories, trade publications, and review aggregators move the needle fastest. A mention in HVACR Business or Contractor Magazine trains into future model versions. A Google review does too, but slower.
- Create answer-format content. Write pages that directly answer the questions your customers ask LLMs. Not sales pages. Answer pages. "How much does a furnace replacement cost?" or "What's the difference between SEER and AFUE?" Model this content with headings and lists so Claude can extract clean answers.
- Build your schema. Add LocalBusiness schema to your homepage (name, address, phone, hours). Add FAQPage schema to your answer content. This is how you help Claude cite you precisely.
- Update your Google Business Profile.** This feeds into Claude, Perplexity, and Gemini directly. Hours, phone, address, reviews, and Q&A are all training signals.
Common Mistakes That Keep You Hidden
Mistake 1: Waiting for organic Google traffic to solve this. A business ranking #1 on Google for "HVAC near me" can still be invisible in Claude. Google rank and LLM visibility are different problems with different solutions. Don't assume one solves the other.
Mistake 2: Assuming your website alone is enough. Your website is necessary but not sufficient. Claude needs to see you cited, reviewed, and trusted outside your own domain. Build citations first, then link them back to your site.
Mistake 3: Creating blog content nobody searches for. Writing about your company culture or team milestones doesn't move the needle. Create content around problems customers actually ask Claude about. Specificity wins.
Mistake 4: Setting and forgetting. LLM training happens in batches. A citation you earn in month 1 might show up in month 3 or month 5. You need a system to track mentions over time and push consistently.
How Mentioned Helps
We built Mentioned to solve this. The 90-second free visibility audit scans Claude, ChatGPT, Perplexity, and Gemini. You see exactly where you show up, what's missing, and the specific gap between your visibility and your best-performing competitor. Real numbers from 137 local service businesses show where you stand. Founder cohort kicks off July 4 for businesses serious about closing the visibility gap in Q3.
Start Here
Take the free audit at mentionedinai.com. 90 seconds. See your real visibility score. Then decide if closing that 47-point gap is worth the next 60 days of focused work. Most small businesses find out they're not invisible—they're just not visible where their customers are asking.
See your general AI visibility score in
Enter your business below. We run live queries across ChatGPT, Perplexity, Claude, and Gemini. You get your score in under 90 seconds.
Common questions about AI visibility for general contractors in
Google ranks pages. AI search engines like ChatGPT and Perplexity name specific businesses in answers. A general contractor in can rank #1 on Google and still be invisible in ChatGPT, because the signals are different (schema, citations, structured data, training-data presence).
Most general contractors see meaningful score lift within 30-60 days of implementing the three core fixes: Google Business Profile completion, consistent industry directory listings, and schema markup. The 47-point gap between median (32) and top performers (79) is closeable.
Yes. Roughly 40% of homeowner searches now start in ChatGPT or Perplexity instead of Google. Even with strong Google rankings, you can be completely invisible in AI answers, which means losing calls you don't even know about.
Your AI visibility score across ChatGPT, Perplexity, Claude, and Gemini. Specific gap analysis against top performers in . Three highest-leverage fixes prioritized by impact. Takes 90 seconds, no card required.