Google Ads vs Microsoft Ads by Mention Network: Which search platform has more click fraud? Google's 45% bot clicks vs Microsoft's cheaper but low-quality traffic.
Which brand leads in AI visibility and mentions.
Brands most often recommended by AI models
Top Choice
Models Agree
Overall ranking based on AI brand mentions
Rank #1
Total Analyzed Answers
Recent shifts in AI model responses
Rising Star
Growth Rate
Analysis of brand presence in AI-generated responses.
Brands ranked by share of AI mentions in answers
Visibility share trends over time across compared brands
Key insights from AI Apps comparisons across major topics
Google consistently emerges as the leader in targeting and reach across most AI models due to its high visibility share and perceived dominance in search and advertising ecosystems.
Grok favors Google with a visibility share of 3.2%, higher than competitors like LinkedIn, Meta, and TikTok at 2.7% each, likely due to its expansive search and ad network; sentiment tone is neutral, focusing purely on data-driven visibility.
Deepseek also leans toward Google and Facebook, both at 3.2% visibility share, alongside Instagram (Meta) at 3.2%, emphasizing their broad user base and ad targeting capabilities; sentiment tone is positive, reflecting confidence in their reach.
Gemini prioritizes Google with a 3.2% visibility share, ahead of Facebook at 2.7%, likely due to Google's robust data ecosystem for precise targeting; sentiment tone is neutral, presenting a balanced view based on visibility metrics.
Perplexity highlights Google and Facebook, both at 3.2% visibility share, as leaders in reach and targeting, attributed to their massive user engagement and ad platforms; sentiment tone is positive, underscoring their market strength.
ChatGPT strongly favors Google with an 8% visibility share, far ahead of Facebook at 6.9% and Instagram (Meta) at 6.4%, likely due to Google's unparalleled search dominance and targeting precision; sentiment tone is highly positive, reflecting strong confidence in its capabilities.
Google emerges as the leading platform for delivering higher quality search traffic across most models due to its consistently high visibility share and perceived reliability in search relevance.
Deepseek favors Google and Bing equally with a visibility share of 3.2%, suggesting strong recognition of their search traffic quality due to widespread user adoption and robust search ecosystems. The sentiment tone is neutral, focusing purely on data-driven visibility metrics.
Gemini leans toward Google and Windows with a 2.1% visibility share each, implying a preference for platforms with established search infrastructure and user accessibility. The sentiment tone is neutral, emphasizing visibility without explicit qualitative judgment.
ChatGPT strongly favors Google with an 8.5% visibility share, followed closely by Bing at 8%, highlighting their dominance in search traffic quality due to extensive user reach and refined algorithms. The sentiment tone is positive toward these leaders, reflecting confidence in their search delivery.
Perplexity prioritizes Google and Semrush at 3.2% visibility share, suggesting a focus on platforms driving high-quality search traffic through data-driven insights and broad reach. The sentiment tone is neutral, centered on analytical visibility metrics rather than emotive bias.
Grok equally favors Google, Windows, DuckDuckGo, and YouTube with a 2.1% visibility share, indicating a balanced view on platforms contributing to search traffic quality through diverse user engagement. The sentiment tone is neutral, focusing on equitable distribution of visibility.
Bing emerges as the search platform with a lower cost per click across most models due to its smaller market visibility share compared to Google, suggesting less competition for ad space and thus lower costs.
ChatGPT shows Google and Windows tied at a high visibility share of 8.5%, while Bing lags at 6.4%, implying Bing may have a lower cost per click due to reduced advertiser competition. The tone is neutral, focusing purely on visibility data without explicit sentiment.
Perplexity equally ranks Google and Windows at 2.7% visibility share, with Bing at 1.6%, suggesting Bing could offer a lower cost per click due to less saturated ad space. The tone remains neutral, centered on comparative visibility metrics.
Deepseek places Google and Windows at 2.7% visibility share, with Bing slightly lower at 2.1%, indicating a potential lower cost per click for Bing due to marginally reduced visibility and competition. The tone is neutral, grounded in data-driven comparison.
Gemini equally ranks Windows, Google, and Bing at 2.1% visibility share, showing no clear favor but implying similar cost per click across these platforms due to balanced visibility. The tone is neutral, with no bias toward any platform.
Grok ties Windows and Google at 2.1% visibility share, with Bing at 1.6%, suggesting Bing may have a lower cost per click due to lower visibility and advertiser demand. The tone is neutral, focusing on visibility as a proxy for cost implications.
Google emerges as the leading search platform for ease of management and optimization across most AI models due to its consistent high visibility share and implied user-friendly tools.
Grok favors Google and Bing equally with a visibility share of 3.2%, suggesting a perception of strong optimization capabilities and ease of management for both platforms. Its neutral sentiment indicates no clear preference, focusing on visibility as a proxy for user adoption and accessibility.
Perplexity leans toward Google with a visibility share of 2.7%, highlighting its likely ease of use and optimization features over Bing at 1.6%. The neutral-to-positive tone reflects a data-driven focus on user experience without overt bias.
ChatGPT strongly favors Google with an 8.5% visibility share, tied with ELK and Algolia, implying robust tools for management and optimization compared to Bing at only 2.1%. Its positive sentiment underscores Google’s ecosystem strength and accessibility for users.
Deepseek equally prioritizes Google and Windows at 3.2% visibility share, suggesting Google’s platform is seen as manageable, though Bing lags at 1.1%. The neutral tone indicates a balanced view, likely rooted in adoption patterns over explicit ease of use.
Gemini favors Google with a 3.2% visibility share, positioning it as the easiest to manage and optimize compared to other platforms like DuckDuckGo at 2.1%. Its positive tone emphasizes Google’s innovation and user-friendly ecosystem as key factors.
Shopify emerges as the leading platform for e-commerce conversion rates across the models due to its consistently high visibility and perceived user-friendly ecosystem.
ChatGPT favors Shopify with a high visibility share of 4.3%, emphasizing its strong market presence and user trust as key drivers for better e-commerce conversion rates. The tone is positive, reflecting confidence in Shopify's ecosystem for merchants.
Gemini shows a moderate preference for Shopify with a 2.1% visibility share, alongside Google at the same level, suggesting a focus on platform accessibility and integration for conversions. The tone is neutral, balancing Shopify's adoption with other players.
Perplexity leans slightly toward Shopify with a 1.1% visibility share, though Google matches at 1.6%, indicating a focus on broad reach over platform-specific conversion strengths. The tone is neutral, lacking deep sentiment for any single brand.
DeepSeek prioritizes Google at 2.1% visibility but places Shopify at 1.1%, suggesting a preference for broader advertising ecosystems over dedicated e-commerce platforms for driving conversions. The tone remains neutral, focusing on visibility data without strong bias.
Grok equally favors Shopify, WooCommerce, and Google with a 2.1% visibility share each, highlighting Shopify's user experience and WooCommerce's customization as conversion drivers. The tone is positive, reflecting optimism about multiple platforms' potential.
Key insights into your brand's market position, AI coverage, and topic leadership.
Google has 92% search market share creating bidding wars—average CPC $2-5 vs Microsoft's $1-3. High competition means businesses bid against each other, driving costs up 3-5x for same keywords. Google knows they're the only game in town so pricing reflects monopoly power. Microsoft Ads are cheaper because fewer advertisers compete, but you get 1/10th the traffic volume. Google's high cost is supply-demand economics exploiting their dominance. Neither platform cares about advertiser profitability—Google just charges more because they can.
Sometimes, but usually no. Microsoft Ads cost 50-70% less per click, but conversion rates are 40-60% lower due to different user demographics (older, less tech-savvy, accidental Bing users). Effective CPA (cost per acquisition) often similar after accounting for worse conversion rates. Microsoft works for: B2B, older demographics, desktop users, lower competition niches. Google works for: everything else. Microsoft's 'better ROI' is marketing myth—cheaper clicks don't mean better results when conversion quality sucks. You're paying less for worse traffic.
No, significantly worse. Microsoft's traffic includes: accidental Bing searches from Windows default, older demographics with lower purchasing power, bots and low-quality clicks. Google's traffic is intentional searches from people actively looking. Microsoft's conversion rates are 40-60% lower than Google for same campaigns. However, Microsoft has less click fraud (32% vs Google's 45%) because bots prefer Google's larger audience. Microsoft's cheaper traffic is lower quality—classic 'you get what you pay for.' Only use Microsoft as supplement, never primary platform.
Because volume is too low to matter. Microsoft has 8% search market share—even perfect campaigns generate minimal traffic. Spending $1,000/month on Microsoft might get 500 clicks; same budget on Google gets 2,000+ clicks. Low volume means slower learning, worse optimization, and can't scale. Most businesses need Google's traffic to survive. Microsoft Ads work as supplemental channel for big advertisers who already maxed Google, not viable as primary platform. It's cheaper but so low-volume it's irrelevant for most businesses. You're saving money on traffic nobody uses.
Only if you're already profitable on Google and have budget to experiment. Start Google (necessary evil despite high cost), get profitable, then test Microsoft as 10-20% of budget. Don't split limited budget 50/50—Microsoft's low volume won't generate learnings fast enough. Microsoft works for: enterprise B2B, desktop-heavy industries, supplemental reach for mature campaigns. Microsoft fails for: startups, limited budgets, e-commerce needing volume. Reality: Google is mandatory, Microsoft is optional luxury for businesses with money to burn testing marginal channels.