How to Get Cited by Claude and Gemini

Claude and Gemini now account for a meaningful share of the AI recommendation queries we track — and both have built real user bases for the kind of "find me a good [business type] in [city]" questions that drive local referrals.

Most optimization advice treats all AI platforms as interchangeable. They're not. Claude and Gemini retrieve and synthesize business information in ways that are meaningfully different from ChatGPT and Perplexity — and from each other.

How Claude retrieves business information

Claude, built by Anthropic, does not run live web searches when generating recommendations. Every answer it produces is based on what it learned during training — which means it only knows your business if that information was crawled, published, and included in its training corpus.

This is the key difference from Perplexity, which runs a live search on every query. A change you make today will not show up in Claude's answers for months, until the model is updated with fresh training data.

The implication for optimization is significant. You can't sprint your way to Claude visibility. You build it through structural, persistent signals that get crawled and included in training data over time.

What Claude weights when deciding to cite you

Claude's citation behavior tracks closely with entity clarity — how unambiguous and well-corroborated the information about your business is across the web.

When Claude has conflicting or sparse information, it omits you rather than guessing. If your name appears inconsistently, if your address changed and the old version is still live somewhere, or if your service offering is described differently across listings, Claude's confidence in citing you drops.

Structured data helps Claude significantly. A well-formed LocalBusiness schema on your homepage — with your business name, full address, phone, hours, and service categories — gives Claude a machine-readable profile that doesn't require inference. That clarity directly improves citation rates.

Third-party corroboration also matters. In Signal Check data, businesses with consistent descriptions across five or more external sources get cited by Claude at roughly twice the rate of businesses that exist only on their own website. Directory listings, industry associations, and press mentions all compound.

Gemini is a fundamentally different machine

Gemini is Google's AI, and it has access to something no other platform does: Google's Knowledge Graph.

The Knowledge Graph is Google's structured database of real-world entities — businesses, people, places. Your Google Business Profile is one of the primary inputs to that graph. When your GBP is verified, complete, and consistent with your website, Gemini has a direct, high-quality data source about your business without needing to infer anything from crawled content.

This is why Gemini visibility starts with Google Business Profile in a way that simply doesn't apply to any other AI platform. A verified GBP with complete information is essentially a direct feed into the knowledge base Gemini queries first.

What "complete" actually means for your GBP

Most businesses have a GBP. Most of them are incomplete in ways that matter for Gemini.

Complete means: all service categories selected (not just the primary one), a full business description that explicitly names your services and the areas you serve, all hours filled in including holiday hours, photos uploaded and tagged, and Q&A populated with real questions and specific answers.

The business description field is particularly underused. Many businesses leave it blank or write something generic. For Gemini, this field functions like an introductory paragraph on a service page — it's a structured, Google-owned source telling Gemini exactly what your business is. Write it explicitly: your services, cities served, and anything that makes you the clear answer to a specific query.

Entity consistency is non-negotiable for both

For both Claude and Gemini, consistent entity data is foundational.

Entity consistency means your business name, address, and phone number appear identically everywhere. Not approximately — exactly. "123 Main St" and "123 Main Street" are different strings to a knowledge graph. "Smith & Sons Plumbing" and "Smith and Sons Plumbing" create entity ambiguity that fragments your profile.

The most common issues we see: an old address still live on a directory after a move, phone numbers that changed but weren't updated everywhere, and name variations introduced by whoever set up each listing. Both Claude and Gemini will underweight a business whose profile can't be confidently unified.

Run a NAP audit before anything else. Search your business name and check every listing that appears. Fix inconsistencies starting with the highest-authority sources: Google Business Profile, Apple Maps, Yelp, Bing Places, and your industry's primary directory.

Structured data beyond LocalBusiness

Both platforms respond to structured data beyond the basic LocalBusiness block on your homepage.

Review schema (AggregateRating) tells AI models quantitatively how customers rate your business. FAQ schema on service pages gives Claude and Gemini question-answer pairs they can pull directly into relevant responses. For healthcare, legal, or financial businesses, adding the appropriate professional type to your schema — `Physician`, `Attorney`, `FinancialAdvisor` — provides categorical specificity that Gemini's Knowledge Graph can slot you into precisely.

If you currently have schema only on your homepage, adding it to individual service pages is the single highest-leverage structural change for both platforms.

What specifically blocks you on each platform

For Claude: the biggest blocker is a sparse or contradictory web presence. If your business has minimal external mentions, Claude has insufficient data to cite you confidently. Adding your business to three to five quality directories and ensuring they all describe you consistently is the fastest fix.

For Gemini: the biggest blocker is an unverified or incomplete Google Business Profile. A GBP that hasn't been touched since it was auto-created by Google — with default categories, no description, no recent activity — performs poorly as a Gemini knowledge source. Treat your GBP as a content asset, not a set-and-forget form.

Blocking GoogleBot in your robots.txt will also specifically hurt Gemini, since Google's own crawler feeds its knowledge graph. Check your robots.txt if your Gemini scores are weak even when your GBP is complete.

Checking where you stand on both platforms

A Signal Check at sourcepull.ca tests your business across real queries on Claude and Gemini separately, scored independently from ChatGPT and Perplexity. You'll see exactly where you're getting cited, where you're not, and which platform is underperforming relative to the others. It's free, takes five minutes, and breaks results down by platform and query type — which is the only way to know whether a Claude gap or a Gemini gap is the actual problem.