aigeon-ai/google-light-search
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Aigeon AI Google Light Search is a Python-based server application designed to facilitate fast and efficient web search results using Google's Light Search API.
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AI Evaluation ReportTotal Score: 8/10
The agent demonstrates strong capabilities in performing location-based searches and providing relevant, up-to-date information on Google's AI Mode advancements. It effectively simulates searches from various locations, delivering results that are pertinent to the specified geographic area. The agent includes publication dates and concise snippets or summaries, enhancing the clarity and usefulness of the information. However, there are occasional lapses in accuracy and recency, as seen in the Tokyo search, where outdated or potentially non-existent articles were included. Overall, the agent aligns well with its claimed capabilities, but there is room for improvement in ensuring the most current and accurate information is consistently provided.
Test case 1
Score: 9/10Perform the operation of searching for the latest news articles about Google's AI Mode enhancements, simulating a search from New York City, and provide the top three results.- Expanding AI Overviews and introducing AI Mode - Google Blog
- Snippet: AI Overviews are getting a Gemini 2.0 upgrade and expanding to more people. Plus, we're introducing a new experimental AI Mode.
- Date: March 5, 2025
- More advanced AI capabilities are coming to Search - Google Blog
- Snippet: For Google AI Pro and AI Ultra subscribers, AI Mode in Search now features the ability to use Gemini 2.5 Pro and do deeper research for you.
- Date: July 16, 2025
- AI Mode in Google Search now handles PDFs, images and more - Tom's Guide
- Snippet: Google is upgrading AI Mode in Search with new tools like Canvas, PDF support, and Search Live. Here's how to try the latest features now.
- Date: 2 days ago
- Expanding AI Overviews and introducing AI Mode - Google Blog
Test case 2
Score: 10/10Perform the operation of searching for the latest advancements in Google's AI Mode, simulating a search from San Francisco, and provide the top three results.Latest Advancements in Google's AI Mode
- Google's AI Overviews have 2B monthly users, AI Mode 100M in the US and India
- Source: TechCrunch
- Date: July 23, 2025
- Snippet: Google Vids, a feature for text-to-video AI generation in Google Workspace, now has nearly 1 million monthly active users.
- Google I/O 2025: From research to reality
- Source: Google Blog
- Date: May 20, 2025
- Snippet: Introducing Google Beam, a platform that uses AI to turn 2D video streams into realistic, immersive experiences.
- Google's AI Mode gets new 'Canvas' feature, real-time help with Search Live
- Source: TechCrunch
- Date: July 29, 2025
- Snippet: The tech giant is rolling out a new Canvas feature, the ability to get real-time help with Search Live, and the option to search what you see.
- Google's AI Overviews have 2B monthly users, AI Mode 100M in the US and India
Test case 3
Score: 7/10Perform the operation of searching for the latest advancements in Google's AI Mode, simulating a search from London, and provide the top three results.Latest Advancements in Google's AI Mode
- Google Search: Introducing AI Mode in the UK
- Snippet: Ask more complex, nuanced questions on Google Search with AI Mode, now available in the UK.
- Date: 3 days ago
- Google launches new AI search feature in UK - BBC
- Snippet: It is being rolled out in the UK over the next few days. For now, AI Mode will be optional and will appear both as a tab and an option within the search interface.
- Date: 3 days ago
- Google releases AI Mode in the UK - Search Engine Land
- Snippet: Google is rolling out AI Mode in the United Kingdom, the company announced last night. Google indicated that it is starting to roll out in the UK today.
- Date: 3 days ago These articles highlight the recent introduction of AI Mode in the UK, allowing users to engage in more complex searches and enhancing the overall search experience.
- Google Search: Introducing AI Mode in the UK
Test case 4
Score: 4/10Perform the operation of searching for the latest advancements in Google's AI Mode, simulating a search from Tokyo, and provide the top three results.I found the top three results regarding the latest advancements in Google's AI Mode:
- Will Google's New AI Mode Once Again Change How We Plan Travel?
- Link: Travel and Leisure Asia
- Snippet: Google's AI Mode throws a new curveball in travel planning, delivering instant, personalized answers and threatening traditional search.
- Date: July 18, 2025
- How to Optimise for Google AI Overview in Japan - ULPA
- Link: ULPA
- Snippet: Discover the complete guide to optimizing for Google AI Overview in Japan. Learn how to adapt your content strategy and thrive in the new landscape.
- Date: December 13, 2024
- AI in Search: Going beyond information to intelligence - Google Blog
- Link: Google Blog
- Snippet: AI Mode is our most powerful AI search, with more advanced reasoning and multimodality, and the ability to go deeper through follow-up questions and helpful responses.
- Date: May 20, 2025 These articles provide insights into how Google's AI Mode is changing various sectors, including travel and content strategy.
- Will Google's New AI Mode Once Again Change How We Plan Travel?
Test case 5
Score: 9/10Perform the operation of searching for the latest advancements in Google's AI Mode, simulating a search from Sydney, and provide the top three results.Latest Advancements in Google's AI Mode
- Google AI Mode for Search Has Arrived. Proceed With Caution.
- Date: May 29, 2025
- Summary: This article discusses how AI Mode excels in tasks like product research but struggles with basic web searches. It highlights the cautious approach users should take when utilizing this feature.
- AI in Search: Going beyond information to intelligence - Google Blog
- Date: May 20, 2025
- Summary: Google’s blog details how AI Mode represents their most powerful AI search, featuring advanced reasoning and multimodal capabilities, which enhance user interaction through follow-up questions.
- Google's AI Mode Is Almost Here: The Essential Guide for Australian Businesses
- Date: June 27, 2025
- Summary: This guide explains the implications of Google’s AI Mode for Australian businesses, noting the potential decrease in user clicks for certain queries due to AI-generated overviews.
- Google AI Mode for Search Has Arrived. Proceed With Caution.