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 emerges as the leading brand for targeting and reach across most AI models due to its consistently high visibility shares and perceived effectiveness in audience precision.
Grok favors Google with a 2.7% visibility share, the highest among listed brands, implying strong perceived reach and targeting capabilities. Its sentiment tone is neutral, focusing purely on data-driven visibility metrics without explicit qualitative bias.
Deepseek equally favors Google and Facebook at 2.9% visibility share each, suggesting strong reach and precise targeting potential for both, with a slight edge to their extensive user bases. The tone is neutral, grounded in visibility data without overt preference.
Gemini highlights Google (2.7%) and Facebook (2.4%) as leaders in reach and targeting, likely due to their expansive ecosystems and data-driven ad platforms. Its tone remains neutral, reflecting a data-centric view without emotional weighting.
ChatGPT strongly favors Google (6.6%) and Facebook (6.1%) for superior targeting and reach, driven by high visibility shares that suggest robust audience penetration and ad precision. The tone is positive, emphasizing their dominance with confidence.
Perplexity leans toward Google and Facebook, both at 2.9% visibility share, indicating effective targeting and wide reach due to their established platforms. The tone is neutral, presenting a balanced view based on visibility metrics.
Google and Bing emerge as the search platforms most associated with lower cost per click considerations, with Google slightly leading due to higher visibility and consistent prioritization across models.
Grok shows a balanced view with Google and Windows at 2.9% visibility share each, slightly favoring them over Bing at 2.7%, likely associating Google with competitive cost per click due to its dominant market presence and extensive advertiser ecosystem. Its tone is neutral, focusing on visibility data without explicit sentiment.
ChatGPT strongly favors Google and Windows at 9.5% visibility share each, with Bing close behind at 8.3%, suggesting Google is perceived as a leader in cost-effective advertising due to its vast reach and optimization tools. The tone is positive toward Google, emphasizing its prominence in search advertising.
Perplexity equally prioritizes Google and Windows at 2.9% visibility share, with Bing at 1.5%, indicating a perception of Google as a benchmark for cost per click due to its established ad platform and scalability. Its tone remains neutral, driven by data rather than overt bias.
Deepseek aligns Google and Windows at 2.9% visibility share, with Bing at 2.2%, hinting at Google’s edge in cost per click through its sophisticated ad targeting capabilities and market dominance. The tone is neutral, reflecting a data-centric perspective without strong sentiment.
Gemini places Google and Windows at 2.7% visibility share each, with Bing at 2.4%, suggesting Google is seen as competitive in cost per click due to its advanced bidding systems and advertiser trust. The tone is neutral, focusing on visibility metrics without explicit preference.
Google emerges as the leading platform for delivering higher quality search traffic across most AI models due to its consistently high visibility share and implied reliability in search relevance.
Grok favors Google, Bing, Windows, and YouTube equally with a visibility share of 2.7%, suggesting a perception of comparable influence in search traffic quality; its neutral tone indicates no strong bias but highlights Google’s presence among top platforms for search relevance.
Deepseek prioritizes Google and Bing with the highest visibility share of 2.7%, reflecting a view that both deliver strong search traffic quality; its neutral tone shows balanced recognition of major search engines with Google maintaining a prominent position.
ChatGPT strongly favors Google with a standout visibility share of 10.2%, far ahead of Bing at 8.8%, indicating a clear perception of Google as the leader in search traffic quality; its positive tone underscores Google’s dominance in user reach and relevance.
Gemini equally favors Google and Windows at a 2.4% visibility share, suggesting a balanced view on search traffic quality contributors; its neutral tone implies Google is significant but not uniquely dominant in this context.
Perplexity leans toward Google with a visibility share of 2.9%, slightly above others like Windows and Semrush at 2.2%, indicating a mild preference for Google in search traffic quality; its neutral to positive tone reflects confidence in Google’s search ecosystem relevance.
Google emerges as the leading search platform for ease of management and optimization across multiple models due to its consistent visibility and implied user familiarity.
ChatGPT shows a slight favoring of Windows with the highest visibility share at 8.3%, suggesting a perception of robust management tools, though it also recognizes Algolia and ELK at 7.1% each as notable alternatives for optimization; sentiment tone is neutral, focusing on visibility data without strong bias.
Grok leans toward Google with a visibility share of 2.9%, indicating perceived ease of management due to widespread adoption, while Windows and Bing tie at 2.7%; sentiment tone is neutral, prioritizing balanced visibility without deep qualitative reasoning.
Perplexity slightly favors Google at 2.7% visibility share, likely associating it with intuitive management and optimization capabilities due to ecosystem integration, while Algolia at 2.2% is also noted; sentiment tone is positive toward Google with a focus on accessibility.
Gemini prioritizes Google with a 3.2% visibility share, implying strong user experience and ease of optimization through its established ecosystem, while Windows at 2.7% is secondary; sentiment tone is positive, reflecting confidence in Google’s management tools.
Deepseek equally highlights Google and Windows at 3.2% visibility share, suggesting both are seen as manageable and optimizable, with Google likely benefiting from user familiarity; sentiment tone is neutral, presenting a balanced view without strong preference.
Shopify and Google emerge as frontrunners for better e-commerce conversion rates based on AI model visibility and implied relevance, with Shopify's consistent association with e-commerce platforms and Google's dominance in search-driven traffic giving them an edge.
Grok shows a balanced visibility share of 2.9% for Shopify, WooCommerce, Windows, and Google, indicating no clear favorite but a positive tone toward these brands as relevant e-commerce tools. Its perception suggests equal potential for conversion rate impact through platform usage (Shopify, WooCommerce) and traffic drivers (Google).
ChatGPT favors Google with a high visibility share of 7.5%, followed by Shopify at 4.6%, reflecting a positive tone toward their roles in e-commerce conversion through search visibility and user-friendly platforms. It perceives Google as a dominant traffic source and Shopify as a leading storefront solution for conversions.
Gemini leans slightly toward Google with a 2.9% visibility share, while Shopify (1.9%) and others trail, maintaining a neutral tone. Its perception highlights Google’s ecosystem strength in driving e-commerce traffic, with Shopify recognized for platform adoption.
Deepseek prioritizes Google at 1.9% visibility share over Shopify at 0.5%, with a neutral to skeptical tone on Shopify’s impact. It perceives Google as more relevant for e-commerce conversions via search and analytics capabilities, while Shopify’s lower visibility suggests limited focus.
Perplexity shows equal visibility of 1.5% for Windows and Google, with Shopify at 1.2%, reflecting a neutral tone. Its perception indicates a slight edge to Google for conversion potential through search traffic, while Shopify remains a relevant but secondary platform player.
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.