ChatGPT, Perplexity, and Gemini build their local business recommendations using data from specific third-party directories, review platforms, and forums. To find out exactly where these engines get their information, Local Dominator analyzed 267,280 AI citation mentions across hundreds of local campaigns. The data reveals a clear reality. If your business is missing from these exact platforms, artificial intelligence lacks the information it needs to recommend you to potential customers.
Local Dominator
267,280
AI citation mentions analyzed
The Top 15 Data Sources Driving AI Local SEO Recommendations
AI search engines build local SEO recommendations by extracting business data and user reviews from high-authority aggregators. The most frequently cited platforms are Google, Yelp, Reddit, and Facebook. AI models prioritize these specific sources to verify your business exists, assess community sentiment, and construct trustworthy recommendations for your customers.
Large Language Models (LLMs) require structured data to evaluate your local business. LLMs are AI systems trained on massive text datasets to understand human language. Our analysis reveals the exact websites these models prioritize to gather context about your brand.
| Rank | Platform | Citation Mentions |
|---|---|---|
| 1 | google.com | 55,977 |
| 2 | m.yelp.com | 45,991 |
| 3 | reddit.com | 36,678 |
| 4 | yelp.com | 25,521 |
| 5 | facebook.com | 24,012 |
| 6 | angi.com | 17,360 |
| 7 | youtube.com | 11,492 |
| 8 | bbb.org | 10,713 |
| 9 | instagram.com | 6,904 |
| 10 | homeadvisor.com | 6,435 |
| 11 | clutch.co | 6,058 |
| 12 | thumbtack.com | 5,939 |
| 13 | myactivity.google.com | 5,708 |
| 14 | linkedin.com | 4,597 |
| 15 | homeguide.com | 3,895 |
AI engines pull from these 15 platforms because they contain dense, verified business details and extensive user-generated content. You must claim and maintain active profiles on these specific sites to feed AI models the data they need.
Why Yelp Outperforms Google Business Profiles in AI Search
The local search industry operates on a Google-first mindset. Our citation data challenges this approach.
When you combine the mobile site (m.yelp.com) and desktop site (yelp.com), Yelp yields 71,512 total citations. Google generated 55,977 citations. Yelp clearly outpaces Google as the leading data source for AI search.
AI systems rely heavily on structured, long-form review data to process sentiment analysis. Sentiment analysis is the computational process of identifying the emotional tone behind a body of text. Yelp provides the exact context AI engines need to rank your local services accurately.
71,512
total citations
YELP
55,977
citations
Reddit's Impact on AI Local Business Recommendations
Search engine developers actively train their models on community discussions to determine your local authority.
Reddit secures the third overall position on our list with 36,678 citations. Artificial intelligence evaluates human-to-human forum interactions to gauge your community standing. Positive discussions about your business on Reddit directly impact how generative models perceive your reliability.
How Niche Directories Influence AI Search Engines
AI search engines use niche directories to establish vertical-specific authority. Platforms like Angi and Thumbtack provide highly structured data and verified customer reviews tailored to specific industries. Generative models trust these specialized aggregators over individual business websites to formulate accurate, industry-relevant local recommendations.
Broad platforms dominate the top overall spots, but specialized directories command a massive share of AI citations for specific industries.
Angi: 17,360 mentions
Better Business Bureau (BBB): 10,713 mentions
HomeAdvisor: 6,435 mentions
Clutch: 6,058 mentions
Thumbtack: 5,939 mentions
HomeGuide: 3,895 mentions
AI engines prefer structured data. If you operate in home services or B2B sectors, you must dominate these niche platforms. AI trusts these aggregators to verify your credentials and categorize your services correctly.
Angi:
17,360
mentions
Better Business Bureau (BBB):
10,713
mentions
HomeAdvisor:
6,435
mentions
Clutch:
6,058
mentions
Thumbtack:
5,939
mentions
HomeGuide:
3,895
mentions
How to Optimize Your Local SEO Strategy for AI Search
You must align your local SEO strategy with the platforms AI models actually cite. Optimize your visibility by claiming profiles across the top 15 data sources, prioritizing review generation on Yelp and Reddit, and maintaining active social media profiles to send positive credibility signals.
Claim the Top 15 Platforms:
Treat the 15 platforms in this data study as mandatory. If your profile is incomplete on these sites, you become invisible to generative models.
Stack Your Reviews Strategically:
Do not abandon your Google review strategy. Google remains a primary data source for AI models. However, you must expand your review acquisition efforts. Generate consistent, authentic reviews on Yelp and Reddit alongside your Google Business Profile to capture maximum AI visibility.
Maintain Social Signals:
AI uses active Facebook and YouTube profiles as credibility markers. Regular posts and updated information contribute directly to how AI perceives your business activity.
How to Track Your AI Search Visibility and Mentions
Tracking your AI search visibility requires specialized monitoring tools designed for generative engines. You must scan platforms like ChatGPT, Perplexity, and Gemini to measure your mention frequency, analyze the exact sources they cite, and identify which competitors the AI recommends instead of you.
Measuring AI performance is the modern equivalent of tracking local map pack rankings. You cannot optimize what you do not measure. The Local Dominator AI Tracker monitors your exact visibility across the generative search landscape.
The 6-Engine Scan:
The tool simultaneously scans ChatGPT, Gemini, Perplexity, Claude, Grok, and Google AI Mode to provide a complete baseline of your visibility.
Visibility Score:
This proprietary metric calculates your AI Authority. It combines your mention frequency, ranking position, engine coverage, and sentiment into a single trackable KPI. A KPI is a key performance indicator that measures how effectively you achieve key business objectives.
Verifying Sources:
The Scan Results tab shows the exact links or citations the AI used. You can verify if the AI pulls data from your Yelp, Reddit, or Angi profiles.
Competitor Analysis:
The Competitors tab lists every business the AI mentions instead of yours. You use the Opportunities tab to receive specific recommendations to overtake them.
Tracking this data provides the hard proof you need to demonstrate return on investment to clients. You know exactly where your business stands in generative search and possess the exact metrics required to capture local market share.
How We Conducted the AI Citation Data Study
Our team at Local Dominator gathered this data by analyzing 267,280 AI citation mentions across hundreds of active local marketing campaigns. We extracted output data from six major artificial intelligence engines to determine the exact platforms driving local business recommendations.
We structured the research parameters to ensure high accuracy.
Total Mentions Analyzed: 267,280 citations.
Engines Monitored: ChatGPT, Gemini, Perplexity, Claude, Grok, and Google AI Mode.
Sample Size: Hundreds of local business entities across multiple industries.
This approach eliminates the guesswork from AI visibility. You now have the hard data required to execute a modern local search strategy.
Run Your First AI Visibility Scan
The businesses that win the next 3 years of local search won’t just be the ones with the best Google rankings. They’ll be the ones AI engines trust enough to recommend.
Is your business on that list? Find out with a free AI visibility scan.
