Skip to main content

AI Data Plumbing

Each AI engine has a preferred source of record for local businesses. If you're missing from that source, you're invisible on that engine, no matter how good your website is.

The AI data sources

AI enginePrimary local data sourceSecondary sourcesYour move
ChatGPTFoursquare (Places API partnership)Bing index, Bing PlacesClaim and complete your Foursquare listing
PerplexityYelp (Places API partnership)Web index, directoriesComplete your Yelp profile with recent reviews and photos
Google AI OverviewsGoogle Business ProfileOpen web, top-ranking pagesOptimize your GBP, recent reviews with responses
Microsoft CopilotBing PlacesBing index, Facebook, Yelp reviewsClaim Bing Places; Facebook and Yelp reviews surface here
Siri / Apple IntelligenceApple Business ConnectApple Maps, local dataClaim Apple Business Connect and complete all fields
GeminiGoogle Business ProfileOpen web, Google Search resultsOptimize your GBP and website content

ChatGPT: Foursquare is the system of record

ChatGPT's local results are powered primarily by Foursquare's Places API (OpenAI partnership, approximately 70% of local results per Local Falcon and mediaelx).

What to do:

  1. Claim your Foursquare listing (foursquare.com/business)
  2. Complete every field: hours, services, photos, attributes, description
  3. Match your Name, Address, Phone exactly to your Google Business Profile
  4. Keep your Foursquare profile updated with current information
  5. Encourage customer check-ins on Foursquare

Why it matters: ChatGPT doesn't crawl your website first. It reads Foursquare data. A complete Foursquare listing is the highest-leverage move for ChatGPT visibility.

Perplexity: Yelp is the system of record

Perplexity has a formal Yelp Places API partnership. Yelp is effectively the system of record for Perplexity's local results.

What to do:

  1. Claim your Yelp profile
  2. Complete all fields: hours, services, photos, detailed description
  3. Encourage recent reviews (Perplexity prioritizes businesses with recent activity)
  4. Add high-quality photos (photos increase citation likelihood)
  5. Respond to reviews promptly and professionally

Why it matters: Perplexity prioritizes recent, well-reviewed businesses. A complete Yelp profile with recent reviews is the #1 lever for Perplexity visibility.

Google AI Overviews: Google Business Profile is the system of record

Google AI Overviews use Google Business Profile data as the primary source for local queries.

What to do:

  1. Keep your Google Business Profile complete and accurate
  2. Add high-quality photos and videos
  3. Post regular updates
  4. Respond to customer reviews
  5. Ensure your NAP matches your website exactly

Why it matters: Google controls both the search results and the AI answer. A complete GBP is essential for Google AI visibility.

Microsoft Copilot: Bing Places is the system of record

Microsoft Copilot uses Bing Places as the primary source for local business data.

What to do:

  1. Claim your Bing Places listing (bingplaces.com)
  2. Complete all fields: hours, services, photos, description
  3. Ensure your NAP matches Google Business Profile
  4. Encourage reviews on Facebook and Yelp (they surface in Copilot)
  5. Keep your information current

Why it matters: Bing Places is less competitive than Google Business Profile. Claiming it now gives you an advantage in Copilot visibility.

Siri / Apple Intelligence: Apple Business Connect is the system of record

Apple Intelligence uses Apple Business Connect as the ground-truth source for local business data.

What to do:

  1. Claim your Apple Business Connect listing
  2. Complete all fields: hours, services, photos, attributes, description
  3. Match your NAP exactly to Google Business Profile
  4. Add detailed attributes (e.g., "takes reservations," "wheelchair accessible")
  5. Monitor your Insights panel monthly

Why it matters: Apple Business Connect is still relatively unclaimed in many markets. Claiming it now positions you for visibility as Apple Intelligence grows.

Gemini: Google Business Profile is the system of record

Google Gemini uses Google Business Profile data as the primary source for local recommendations.

What to do:

  1. Keep your Google Business Profile complete and accurate
  2. Ensure your website content is high quality and well-structured
  3. Implement schema markup (LocalBusiness, FAQPage)
  4. Build backlinks and authority
  5. Respond to reviews

Why it matters: Gemini is Google's AI, so it prioritizes Google's data sources. A strong GBP and website are essential.

The data plumbing strategy

To maximize visibility across all AI engines:

  1. Start with Google Business Profile (critical for Google AI Overviews and Gemini)
  2. Add Foursquare (critical for ChatGPT)
  3. Complete Yelp (critical for Perplexity)
  4. Claim Apple Business Connect (growing importance for Siri)
  5. Claim Bing Places (important for Copilot)
  6. Ensure NAP consistency across all platforms

This approach ensures you're visible on all major AI platforms, not just one or two.

Checklist: AI data plumbing

Google Business Profile:

  • Claimed and verified
  • All fields completed
  • NAP matches your website
  • Recent photos added
  • Reviews being responded to

Foursquare:

  • Claimed and verified
  • All fields completed
  • NAP matches Google Business Profile
  • Recent photos added
  • Check-ins encouraged

Yelp:

  • Claimed and verified
  • All fields completed
  • NAP matches Google Business Profile
  • Recent reviews present
  • Reviews being responded to

Apple Business Connect:

  • Claimed and verified
  • All fields completed
  • NAP matches Google Business Profile
  • Recent photos added
  • Insights monitored monthly

Bing Places:

  • Claimed and verified
  • All fields completed
  • NAP matches Google Business Profile
  • Recent information added

Overall:

  • NAP is consistent across all platforms
  • All platforms have recent photos
  • All platforms have current information
  • All platforms are being monitored monthly

See also

Docs by Docsio