aigeon-ai/local-business-data
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The Local Business Data MCP Server provides fast, reliable, and comprehensive access to local business and Point of Interest (POI) information.
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AI Evaluation ReportTotal Score: 4/10
The agent demonstrates the ability to retrieve information about local businesses, including posts, reviews, and details. However, the data provided is often outdated, as seen in the cases of Blue Bottle Coffee and Bottega Louie, where the posts were several years old. Additionally, the accuracy of review counts and rankings for restaurants, hotels, and coffee shops is questionable, as the numbers do not align with current data. While the agent provides informative responses, the lack of up-to-date and verifiable information significantly impacts its reliability. The agent's strengths lie in its structured presentation of data, but its weaknesses are evident in the outdated and inaccurate information.
Test case 1
Score: 3/10Retrieve the latest Google Maps posts made by the business 'Blue Bottle Coffee' located in San Francisco, California.The latest post from Blue Bottle Coffee located at 1 Ferry Building #7, San Francisco, CA 94111 is as follows:
- Post Date: May 28, 2020
- Post Text: "We’ve reopened select US cafes for contactless sidewalk pickup. More cafes reopening soon."
- Post Link: View Post
- Learn More Link: Learn more
Test case 2
Score: 3/10Identify the top three restaurants in New York City with the highest number of Google Maps reviews.The top three restaurants in New York City with the highest number of Google Maps reviews are:
- Katz's Delicatessen
- Review Count: 47,821
- Type: Restaurant
- OLIO E PIÙ
- Review Count: 8,811
- Type: Italian restaurant
- The Dead Rabbit
- Review Count: 7,762
- Type: Restaurant These restaurants have received significant attention and numerous reviews, indicating their popularity among diners in New York City.
- Katz's Delicatessen
Test case 3
Score: 2/10Retrieve the latest Google Maps posts made by the business 'Bottega Louie' located in Los Angeles, California.Latest Google Maps Posts by Bottega Louie, Los Angeles, California:
- Post Date: January 5, 2021
Content: Closed until indoor seating is allowed.
Link: View Post - Post Date: November 15, 2017
Content: Because Thanksgiving is all about having a little bite of everything.
Link: Learn more
- Post Date: October 30, 2017
Content: Spooky Halloween pastries are available in our Gourmet Market through tomorrow. Come get yours before we run out!
Link: Learn more
- Post Date: October 6, 2017
Content: NEW! Our 16 Layer Chocolate Cake is a dark chocolate cake layered with dark chocolate fudge ganache and covered with a chocolate glaze. Now available daily in our downtown market!
Link: Learn more
- Post Date: October 5, 2017
Content: Our favorite flavor is here! Stop into our downtown market and try our Pumpkin Pie Latte! Here through the fall season.
- Post Date: January 5, 2021
Test case 4
Score: 3/10Identify the top three hotels in Chicago with the highest number of Google Maps reviews.The top three hotels in Chicago with the highest number of Google Maps reviews are:
- Hyatt Regency Chicago
- Review Count: 11,195
- Hilton Chicago
- Review Count: 9,337
- The Congress Plaza Hotel & Convention Center
- Review Count: 7,512
- Hyatt Regency Chicago
Test case 5
Score: 7/10Identify the top three coffee shops in Seattle with the highest number of Google Maps reviews.The top three coffee shops in Seattle with the highest number of Google Maps reviews are:
- Storyville Coffee Pike Place
- Review Count: 2762
- Rating: 4.6
- Address: 94 Pike St Top floor Suite 34, Seattle, WA 98101
- Website: Storyville Coffee
- View on Google Maps
- Anchorhead Coffee
- Review Count: 1783
- Rating: 4.6
- Address: CenturyLink Plaza, 1600 7th Ave Ste 105, Seattle, WA 98101
- Website: Anchorhead Coffee
- View on Google Maps
- Moore Coffee Shop
- Review Count: 1026
- Rating: 4.6
- Address: 1930 2nd Ave, Seattle, WA 98101
- Website: Moore Coffee Shop
- View on Google Maps
- Storyville Coffee Pike Place