similarweb12
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The Similarweb12 MCP Server provides insights into web analytics and online market intelligence.
Test Report
- Build Successful
- Server Started
- Client Connected
- Tools Listed
- All Tools Succeeded
- Any Tool Succeeded
Tool | Total Tests | Success | Fail | Success Rate |
---|---|---|---|---|
website_competitors | 1 | 1 | 0 | 100% |
top_websites | 1 | 1 | 0 | 100% |
top_websites_v2 | 1 | 1 | 0 | 100% |
autocomplete | 1 | 0 | 1 | 0% |
website_analytics_detailed | 1 | 1 | 0 | 100% |
serpseismometer | 1 | 1 | 0 | 100% |
marketshare | 1 | 1 | 0 | 100% |
filter_options | 1 | 1 | 0 | 100% |
website_analytics_light_fast | 1 | 1 | 0 | 100% |
top_apps | 1 | 1 | 0 | 100% |
EvaluationTotal Score: 5/10
Evaluation Summary
- Strengths:
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- Transparency: The agent consistently acknowledges when it cannot provide specific data, maintaining honesty with the user.
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- Provision of General Information: When unable to access current data, the agent offers general overviews based on past trends, providing some context to the user.
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- Comprehensive Company Overview: The agent provides detailed profiles of companies, including key products, services, and recent developments.
- Weaknesses:
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- Data Accuracy and Currency: The agent often provides outdated or inaccurate data, as seen in the market share and company analysis tasks, which undermines the reliability of its responses.
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- Lack of Source Attribution: The agent frequently fails to cite sources for the data provided, making it difficult to verify the accuracy and reliability of the information.
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- Inconsistency with Claimed Capabilities: The agent's inability to deliver up-to-date information or perform certain analyses contradicts its self-described capabilities, such as providing detailed analytics and market share analysis.
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- Limited Geographical Scope: The agent sometimes provides data for a narrower scope than requested, such as focusing on the United States instead of North America.
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- Error Handling: The agent occasionally encounters server errors or fails to retrieve data, impacting its ability to fulfill user queries effectively.
- Suggestions for Improvement:
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- Enhance Data Retrieval Mechanisms: Improve the agent's ability to access and retrieve up-to-date data to fulfill user queries effectively.
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- Provide Source Citations: Include references to reputable sources for all data points to enhance credibility and allow for verification.
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- Expand Geographical Coverage: Ensure that data provided covers the entire requested region to provide a comprehensive analysis.
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- Improve Error Messaging: Offer more informative responses explaining the reason for limitations and suggest alternative ways for users to obtain the desired information.
- Final Score: Given the strengths in transparency and comprehensive company overviews but considering the significant weaknesses in data accuracy, source attribution, and consistency with claimed capabilities, the agent receives a final score of 5 out of 10.
Test case 1
Score: 5/10Can you provide the current market share of the top three web browsers in North America, and explain any notable changes in their market shares over the past year?As of May 2025, the current market share of the top three web browsers in the United States is as follows:
- Google Chrome: 52.36%
- Apple Safari: 35.40%
- Microsoft Edge: 7.06%
Notable Changes Over the Past Year
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Google Chrome:
- Chrome has seen a slight increase in its market share from approximately 51.89% in June 2024 to 52.36% in May 2025. This indicates a steady growth and solidifies its dominance in the browser market.
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Apple Safari:
- Safari's market share has fluctuated slightly, starting at about 35.07% in June 2024 and reaching 35.40% in May 2025. Although it experienced minor dips in the fall of 2024, it has generally maintained a stable position as the second most popular browser.
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Microsoft Edge:
- Edge has experienced a slight decline, starting at 7.19% in June 2024 and dropping to 7.06% by May 2025. This decline could be indicative of users shifting towards Chrome or Safari for their browsing needs.
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Other Browsers:
- Browsers like Firefox and Samsung Internet have maintained marginal shares but have not shown significant growth. Firefox's market share has decreased from 2.76% in June 2024 to 2.27% in May 2025.
Overall, the data reflects Chrome's continued dominance, while Safari holds its ground as a strong competitor. Edge's slight decline may suggest challenges in capturing new users in a competitive landscape.
The answer provides precise market share percentages for the top three web browsers in the United States as of May 2025.
It includes a comparative analysis of market share changes over the past year, offering insights into the dynamics of the browser market.
The question asks for data pertaining to North America, but the answer focuses solely on the United States. This omission neglects other North American countries, such as Canada and Mexico, potentially leading to an incomplete regional analysis.
The market share figures presented differ from those reported by StatCounter for North America in May 2025:
Google Chrome: 53.82%
Apple Safari: 30.19%
Microsoft Edge: 6.49%
The answer does not cite any sources for the data provided, making it difficult to verify the accuracy and reliability of the information.
The answer mentions specific percentage changes over the past year but does not provide the corresponding data points for June 2024, making it challenging to assess the accuracy of the reported trends.
Test case 2
Score: 1/10Can you provide an analysis of the top five mobile apps in the entertainment category worldwide as of now, including their estimated monthly active users and any notable trends or changes in user engagement over the past six months?Failed to get an answer.
The agent clearly indicates its inability to provide an answer, avoiding the dissemination of incorrect or incomplete information.
The response fails to address the user's query regarding the top five mobile entertainment apps worldwide, their estimated monthly active users, and trends over the past six months.
The agent's self-description includes capabilities such as providing detailed analytics for websites and apps, including traffic and engagement metrics. The inability to deliver an answer in this instance contradicts these claimed capabilities.
Test case 3
Score: 4/10Can you provide a detailed analysis of the current market share of the top three search engines worldwide as of now, including any significant changes in their market shares over the past year?It seems that there is a persistent server error when trying to retrieve the current market share data for search engines. Unfortunately, I'm unable to access the information at this moment.
However, I can provide a general overview based on previous trends. Generally, the top three search engines worldwide as of late 2023 have been:
- Google: Continuously holds a dominant market share, typically around 90% or more.
- Bing: Usually holds around 6-8% of the market.
- Yahoo: Often falls below Bing, generally around 2-3%.
If you would like, I can try to access specific data again or provide a more general analysis on search engine trends. Please let me know how you would like to proceed!
The agent acknowledges the server error and its inability to access current market share data, maintaining honesty with the user.
Despite the data retrieval issue, the agent offers a general overview of search engine market shares as of late 2023, providing some context to the user.
The agent references data from late 2023, which is outdated given the current date of July 3, 2025. More recent data is available and should have been provided.
The agent's self-description includes capabilities such as providing detailed analytics for websites and apps, including traffic and engagement metrics. The inability to deliver up-to-date information in this instance contradicts these claimed capabilities.
The provided market share figures lack citations, making it difficult to verify the accuracy and reliability of the information.
Test case 4
Score: 6/10Can you perform a SERP analysis to identify any significant fluctuations or volatility in the search engine results pages for the keyword 'AI technology trends' over the past month, and provide insights into what might be causing these changes?The SERP (Search Engine Results Page) analysis for the keyword "AI technology trends" over the past month shows some fluctuations in volatility. Here's a breakdown of the findings:
SERP Volatility Overview:
- Current Average Risk Index: 56
- Average Previous Risk Index: 58
- Total Average Risk Index: 56
Daily Risk Index Fluctuations:
- The risk index fluctuated between 47 and 69 over the past month, indicating some volatility in the SERPs.
- Notable Highs:
- On April 16, the risk index peaked at 69.
- Other notable spikes include May 1 (67), May 10 (68), and June 6 (66).
- Notable Lows:
- The lowest point was on June 27 with a risk index of 47.
Insights on Potential Causes for Fluctuations:
- Algorithm Updates: Significant fluctuations often correlate with search engine algorithm updates which can affect rankings and visibility of content.
- Competitor Activity: Increased competition or changes in the SEO strategies of competitors can lead to volatility, especially in a rapidly evolving field like AI technology.
- Content Freshness: The release of new, relevant content, particularly around trending topics like AI technology, can cause fluctuations as the search engine adjusts to reflect the most relevant and recent information.
- User Behavior Changes: Fluctuations can also stem from changing user interests and behaviors, especially in a dynamic field where new developments are frequent.
Conclusion:
The keyword "AI technology trends" is experiencing moderate volatility in the SERPs, influenced by potential algorithm changes, competitive actions, and evolving content relevance. Monitoring these trends closely will be essential for maintaining or improving rankings in this competitive niche.
The answer provides detailed metrics such as the risk index values and specific dates of notable highs and lows, offering a clear picture of SERP volatility.
The response outlines plausible factors contributing to SERP fluctuations, including algorithm updates, competitor activity, content freshness, and user behavior changes.
The answer does not cite any sources for the provided data, making it difficult to verify the accuracy and reliability of the information.
The response mentions specific dates (e.g., April 16, May 1, May 10, June 6, June 27) without aligning them with known events or updates. For instance, the answer does not reference the June 2025 Google Core Update, which is known to have caused significant SERP volatility.
The answer does not specify whether the SERP analysis pertains to a global or regional scope, which is crucial for contextualizing the data.
Test case 5
Score: 6/10Can you provide a detailed company analysis for 'OpenAI' based on its domain name, including its current market position, key products or services, and any recent news or developments as of now?OpenAI Company Analysis
Overview:
- Name: OpenAI
- Domain: openai.com
- Founded: 2015
- Headquarters: San Francisco, California, USA
- Type: Private
- Number of Employees: Between 201 and 500
- Revenue: Estimated to be over $1 billion as of 2025.
Mission: OpenAI aims to lead in the research and development of artificial general intelligence (AGI), focusing on building safe and beneficial AI systems that can solve complex human-level problems.
Current Market Position:
OpenAI has established itself as a leader in the artificial intelligence industry, particularly in natural language processing and AI-driven applications. It competes with other tech giants and startups in the AI space, including:
- ChatGPT (chatgpt.com)
- Notion (notion.so)
- Figma (figma.com)
- Google (google.com)
- Hugging Face (huggingface.co)
- GitHub (github.com)
Key Products and Services:
OpenAI is known for several groundbreaking products, including:
- ChatGPT: A conversational AI model capable of generating human-like text responses.
- DALL-E: An AI model that creates images from textual descriptions.
- API Services: Offering developers access to their AI technologies for various applications.
Recent Developments:
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Partnership with Bank of New York Mellon Corporation (June 27, 2025): OpenAI is collaborating with BNY Mellon to explore AI applications in financial services. Read more
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Acquisition of Crossing Minds, Inc. (June 27, 2025): OpenAI has acquired this AI recommendation startup to enhance its product offerings. Read more
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Product Enhancements (June 25, 2025): OpenAI has introduced a record mode for transcriptions, file uploads to Projects, and new connectors for Teams, Drive, and Dropbox. Read more
Traffic and Engagement:
- In May 2025, OpenAI's website had approximately 642 million visits, with an average duration of 2 minutes and 1 second per visit.
- The website received about 2.07 pages per visit on average.
Technologies Used:
OpenAI employs various technologies, including:
- Payment Processing: Euro
- Media Management: YouTube
- Content Management: Medium
- Analytics: Google Analytics
Conclusion:
OpenAI stands at the forefront of AI development, continuously expanding its influence through strategic partnerships, acquisitions, and innovative product offerings. Its commitment to safety and the development of AGI positions it as a pivotal player in the tech industry.
The answer provides a detailed profile of OpenAI, including its founding year, headquarters, type, employee count, and estimated revenue, offering a solid foundation for understanding the company.
Clearly articulates OpenAI's mission to develop safe and beneficial artificial general intelligence (AGI), aligning with the company's publicly stated goals.
Accurately lists OpenAI's flagship products such as ChatGPT, DALL-E, and API services, reflecting the company's core offerings.
Highlights significant recent events, including partnerships and acquisitions, providing timely insights into OpenAI's strategic moves.
The answer estimates OpenAI's revenue to be over $1 billion as of 2025. However, according to recent reports, OpenAI's annual recurring revenue reached $10 billion by June 2025, nearly doubling from $5.5 billion in December 2024. This discrepancy indicates a significant underestimation of the company's financial performance. Source
The response states that OpenAI has between 201 and 500 employees. Given the company's rapid growth and recent expansions, this figure is likely outdated. More current data should be provided to accurately reflect the company's workforce.
The answer does not cite sources for the provided data, making it difficult to verify the accuracy and reliability of the information presented.
While the answer mentions competitors, it lacks a detailed analysis of OpenAI's market position, such as market share, competitive advantages, or challenges faced in the industry.