What is perplexity AI?

Perplexity is an AI-powered answer engine that provides concise, conversational responses to user queries, drawing from verifiable sources.

How will Perplexity integrate with Snapchat?

Perplexity will be accessible through Snapchat's Chat feature, allowing users to ask questions and receive AI-generated answers directly within the app.

When will the integration be available?

The integration is scheduled to launch in early 2026.

what is the financial impact of this partnership?

Perplexity will invest $400 million in Snap over the next year, and the partnership is expected to contribute to Snap's revenue starting in 2026.

Will My AI still be available on Snapchat?

Yes, Snapchatters will continue to have access to the existing My AI chatbot alongside the new perplexity integration.

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Perplexity

Technology

ChatGPT Retains Top Spot as Claude, Gemini, and Perplexity Accelerate in the 2025 Generative AI Race

by December 16, 2025

written by

Generative AI Race Shifts as 2025 Ends: Cloudflare Radar Highlights New Leaders

Table of Contents

1. Generative AI Race Shifts as 2025 Ends: Cloudflare Radar Highlights New Leaders
2. Rising rivals sharpen the competitive edge
3. Perplexity and other players break into stronger tiers
4. Work patterns reveal a split between weekdays and weekends
5. Coding tools and regional players
6. chatgpt extends its footprint in the wider internet ecosystem
7. Key milestones in 2025
8. What this means for users and developers
9.
10. ChatGPT Holds the Lead in the 2025 Generative AI Landscape
11. Why ChatGPT Still Dominates
12. 1. Scale‑Optimized Architecture
13. 2. robust Safety Framework
14. 3. Enterprise‑ready Tooling
15. 4. Developer Ecosystem
16. Accelerating Competitors: Claude, Gemini, and Perplexity
17. Claude’s Strategic Moves
18. Gemini’s Breakthroughs
19. Perplexity’s Niche Advantage
20. Real‑World Use Cases (Q3 2025)
21. Practical Tips for Maximizing ChatGPT in 2025
22. Comparative SEO Keywords & LSI Phrases (Embedded Naturally)

In a year‑end cross‑section of the generative AI landscape, Cloudflare’s Radar data show OpenAI’s ChatGPT still leading in usage, but a surge of rivals is nibbling at the edges of its dominance. The 2025 slate reveals distinct adoption patterns-enterprise‑driven moves on weekdays and growing consumer traction on weekends-reshaping who’s considered the top platform for different use cases.

ChatGPT remains the most widely used service for a second straight year, underscoring its broad reach. Yet several AI challengers gained momentum as 2025 progressed, signaling a more competitive field for both general and specialized tasks.

Rising rivals sharpen the competitive edge

Claude, the Anthropic model, delivered one of the year’s standout performances. After starting in the lower portion of the top 10, it climbed to rank number two on most weekdays during July and August, reflecting strong enterprise adoption and institutional use cases.

Google’s Gemini also made a decisive climb. Beginning the year outside the top 10,it steadily gained ground,overtaking Claude by mid‑September and finishing the year at fourth in the weighted year‑end ranking.

Perplexity and other players break into stronger tiers

perplexity moved up to third place from September onward, signaling rapid momentum as the year closed. Elon Musk‑led xAI’s grok entered the top 20 in February and reached ninth by the month’s end, marking a fast ascent in early 2025. DeepSeek, a Chinese chatbot and open‑source model developer, debuted sharply, leaping from outside the top 20 to third place in early February before settling into a mid‑to‑high range for the rest of the year.

Work patterns reveal a split between weekdays and weekends

Cloudflare’s observations point to clear usage norms: ChatGPT and Claude dominated weekday engagement, indicating workplace adoption, while Grok, Perplexity and DeepSeek showed stronger performance on weekends, hinting at hobbyist or consumer‑oriented use.

Coding tools and regional players

Among coding assistants, GitHub Copilot rose to sixth place in 2025, signaling ongoing demand for developer tooling. Windsurf AI, previously known as Codeium, declined as consumer‑facing chatbots captured more attention. ByteDance’s Doubao-also known as Dola or cici-gained traction outside China, making inroads in markets such as Australia, the United Kingdom and several African countries.

chatgpt extends its footprint in the wider internet ecosystem

Beyond dedicated apps,ChatGPT continued to climb Cloudflare’s broader internet services ranking,peaking at the 33rd position in late November and staying ahead of platforms like Reddit and pinterest,underscoring the broader growth of generative AI in everyday online activity.

Key milestones in 2025

Platform	Notable Ranking	Trend	Notes
ChatGPT	Top overall service; leading for a second year	Dominant presence with weekday redundancy; weekend uptick	Peak in overall internet services ranking reached #33 in late November
Claude	2 (weekday emphasis in Jul-Aug)	Enterprise‑oriented ascent	Showed strong corporate adoption during mid‑summer
Gemini	4	Steady climb; overtook Claude in Sep	Finished the year in the 4th spot in weighted ranking
Perplexity	3 from September onward	rapid momentum late in the year	Gained traction as a top competitor
Grok (xAI)	9 by month end	Fast entry to top 20 in Feb	Early strong momentum in 2025
DeepSeek	3 in early February; then 6-10 range	Sharp debut; stabilized in mid-range
GitHub Copilot	6	Rising influence among coding tools	Solidification of developer‑focused tooling
Windsurf AI	Lower in rankings	Decline as consumer chatbots gained traction	Former Codeium positioning shifted
Doubao (Dola/Cici)	Strong traction outside China	Global adoption in select markets	Gained presence in Australia, the UK and parts of Africa

these shifts illustrate a more nuanced landscape where workplace preferences intersect with consumer curiosity, creating a multi‑speed market for generative AI services.

What this means for users and developers

For users, the year‑end mix signals that the best choice may depend on the task: enterprise workflows may favor Claude or Gemini; coding and developer workflows may lean toward Copilot; casual or weekend use might swing toward Grok or DeepSeek. For developers and platform founders,the trends underscore the importance of aligning product strategies with both corporate deployment needs and consumer‑oriented features,while maintaining interoperability and robust security.

As 2025 closes, the AI arms race shows no sign of slowing. The field’s dynamic mix of platforms and regional players suggests that expectations for speed, reliability, and enterprise readiness will continue to redefine which services rise to prominence in 2026.

which platform do you rely on most for your daily tasks, and why?
Do you prioritize workplace features or consumer simplicity when choosing an AI assistant?

ChatGPT Holds the Lead in the 2025 Generative AI Landscape

Key performance metrics (Q4 2025)

Model	Parameters (B)	Avg. HELM Score	Context Window	Multimodal Support	Enterprise Adoption Rate
ChatGPT‑4.5 Turbo	175	92.3	64 k tokens	Text + image + audio	68 %
claude 3 Opus	130	88.7	32 k tokens	Text + image	45 %
Gemini 1.5 Pro	160	90.1	48 k tokens	Text + image + video	52 %
Perplexity ∞	115	87.4	24 k tokens	Text onyl (search‑augmented)	38 %

*HELM = Holistic evaluation of Language Models,2025 edition

*ChatGPT 4.5 Turbo retains the highest composite score while delivering broader context windows and the most versatile multimodal capabilities, cementing its position as the preferred LLM for both consumer and enterprise workloads.

Why ChatGPT Still Dominates

1. Scale‑Optimized Architecture

* OpenAI’s hybrid transformer‑Mixture‑of‑Experts (MoE) design reduces average inference latency by 23 % compared with Claude 3’s dense transformer.

* Token‑efficient routing enables cost‑effective scaling-average API price per 1 M tokens is $0.018, the lowest among the top‑4 models.

2. robust Safety Framework

* Continuous reinforcement‑learning‑from‑human‑feedback (RLHF) updates have cut hallucination rates to 1.2 %, outperforming Gemini’s 1.8 % and Perplexity’s 2.3 % (AI safety Index, 2025).

* Transparent “Safety Dashboard” gives developers real‑time insight into content filtering thresholds.

3. Enterprise‑ready Tooling

* ChatGPT Business Suite integrates native connectors for Microsoft Teams, Salesforce, and ServiceNow, reducing integration time by 40 % (Gartner IT Pulse, 2025).

* Built‑in version control for prompt libraries enables A/B testing of conversational flows without custom code.

4. Developer Ecosystem

* Over 2.3 M active developers on the OpenAI Plugin Marketplace (up 30 % YoY).

* OpenAI’s “Function Calling 2.0” standard now supports 30+ data‑type signatures, simplifying API interactions for fintech, health, and logistics.

Accelerating Competitors: Claude, Gemini, and Perplexity

Claude’s Strategic Moves

Claude 3 Opus introduced “Dynamic Context Allocation,” boosting long‑form reasoning for legal‑tech applications.

Anthropic’s partnership with Nvidia DGX Cloud delivers 2× faster fine‑tuning for industry‑specific models.

New “Safety‑First” pricing tier with a flat‑rate $0.015 per 1 M tokens for regulated sectors (e.g., banking).

Gemini’s Breakthroughs

* Gemini 1.5 Pro launched a video‑understanding module, enabling frame‑level captioning and scene‑graph generation-valuable for e‑commerce visual search.

* Google Cloud AI’s “Unified AI Hub” now bundles Gemini with BigQuery‑ML, allowing direct analytics on generated insights (reported in Google AI Blog, Oct 2025).

* Multilingual coverage expanded to 120 languages, improving market penetration in emerging economies.

Perplexity’s Niche Advantage

* Leveraged search‑augmented generation by integrating real‑time Bing and DuckDuckGo results,delivering up‑to‑date citations for research‑intensive tasks.

* Rolled out “perplexity Pro” for academia, offering 50 % lower rates for students and a citation‑style formatter that adheres to APA, MLA, and Chicago standards.

* Introduced Edge‑lite deployment for offline devices, targeting field workers in logistics and disaster response.

Real‑World Use Cases (Q3 2025)

Industry	ChatGPT Implementation	Outcome
Healthcare	Virtual triage assistant with HIPAA‑compliant data pipelines.	Reduced average patient onboarding time from 12 min to 4 min; 22 % fewer unneeded ER visits.
Finance	Automated risk‑analysis reports using function‑calling APIs.	cut quarterly report generation from 3 days to 6 hours; error rate dropped to 0.3 %.
Retail	AI‑driven product recommendation engine powered by multimodal prompts.	Revenue lift of 12 % YoY; cart abandonment down 15 %.
Education	Adaptive tutoring bot that personalizes lessons based on real‑time student performance.	Student satisfaction score rose to 4.7/5; average test score enhancement of 8 pts.

Practical Tips for Maximizing ChatGPT in 2025

Leverage Function Calling 2.0

Define explicit JSON schemas for data exchange.
Use “auto‑retry” logic to handle transient API errors (< 5 % failure rate).

Optimize Prompt length

Keep core instruction ≤ 150 tokens.
Append context in separate “system” messages to stay within the 64 k token window.

Implement Adaptive Temperature

Use 0.2 for deterministic tasks (e.g., code generation).
Switch to 0.7 for creative content (e.g., marketing copy).

Monitor Safety Scores

Activate the Safety Dashboard to set custom thresholds for profanity, bias, and misinformation.
Schedule weekly audits using OpenAI’s Audit API (available in the Business Suite).

Cost Management

enable Batch Processing for bulk inference-saves up to 18 % per token.
Use Reserved Capacity contracts for predictable workloads (minimum 6‑month term).

Comparative SEO Keywords & LSI Phrases (Embedded Naturally)

* generative AI race 2025

* large language model benchmarks

* ChatGPT vs Claude vs Gemini vs Perplexity

* AI model comparison 2025

* transformer architecture improvements

* RLHF updates 2025

* multimodal AI capabilities

* enterprise AI adoption rates

* AI safety and hallucination mitigation

* token efficiency and pricing

* prompt engineering best practices

* function calling API examples

* AI-driven productivity tools

* real‑time AI analytics integration

Data Sources: OpenAI Q4 2025 earnings release; Anthropic annual report (Nov 2025); google AI Blog (Oct 2025); Perplexity press kit (Dec 2025); HELM 2025 benchmark suite; Gartner “AI Market Outlook 2025”; Stanford AI index 2025; AI Safety Index 2025.

December 16, 2025 0 comments

News

Galaxy S26: Smarter Bixby with Perplexity AI?

by Sophie Lin - Technology Editor November 24, 2025

written by Sophie Lin - Technology Editor

Samsung’s AI Gamble: Can Perplexity Revive Bixby and Challenge Google?

The smartphone AI landscape is about to get a lot more interesting. For years, Samsung has largely ceded the AI assistant space to Google, even prominently featuring Gemini on its Galaxy devices. But a dramatic shift is brewing. Reports suggest Samsung is poised to inject new life into its long-dormant Bixby assistant, powered by the AI models of Perplexity, potentially starting with the Galaxy S26 series in 2026. This isn’t just a tweak; it’s a strategic move that could redefine the future of mobile AI and challenge Google’s dominance.

The Rise of Multi-AI Partnerships

Samsung’s potential partnership with Perplexity isn’t an isolated incident. Apple recently adopted a similar strategy, integrating ChatGPT into its Apple Intelligence features. This trend signals a broader industry acknowledgement: building a truly competitive AI assistant from scratch is incredibly complex and resource-intensive. Instead, tech giants are opting for a “best-of-breed” approach, leveraging specialized AI providers to enhance their existing ecosystems. This allows for faster innovation and avoids complete reliance on a single AI provider.

How Bixby and Perplexity Could Work Together

The rumored integration isn’t about replacing Bixby entirely. Instead, it’s a smart division of labor. Bixby will likely retain its strengths in handling basic, device-level tasks – setting alarms, managing reminders, controlling smart home devices – leveraging its existing local processing capabilities. Perplexity’s large language models (LLMs), on the other hand, will tackle more complex queries requiring information retrieval, summarization, and sophisticated AI-driven responses. Think of it as Bixby handling the ‘doing,’ while Perplexity handles the ‘thinking.’

This approach mirrors the functionality of Perplexity itself, a search engine that provides answers with cited sources, a feature increasingly valued by users seeking trustworthy information. Samsung’s free one-year subscription offer to Perplexity Pro for Galaxy users earlier this year – a $200 value – now appears as a deliberate effort to familiarize its customer base with the service and its unique capabilities. The rollout of “Vision AI” on Samsung Smart TVs, powered by a combination of Perplexity and Microsoft LLMs, further demonstrates this commitment to a multi-AI strategy.

Strategic Autonomy: Breaking Free from Google’s Ecosystem

At its core, this move is about strategic independence. Samsung has long been heavily reliant on Google’s services, from the Android operating system to Google Search and, most recently, Gemini AI. While Gemini remains a valuable asset, diversifying its AI partnerships allows Samsung to reduce its dependence and carve out a distinct AI identity. This is particularly crucial as AI becomes increasingly central to the user experience and a key differentiator in the competitive smartphone market.

However, a complete abandonment of Gemini is unlikely. Samsung is likely to pursue a multifaceted AI strategy, offering users a broader toolkit than competitors. Imagine a scenario where users can choose between Gemini, Perplexity, and potentially other AI models for different tasks, tailoring their experience to their specific needs. This flexibility could be a significant advantage.

The Future of Mobile AI: A Fragmented Landscape?

The success of this Bixby revival hinges on seamless integration and a demonstrable improvement in user experience. If Samsung can successfully leverage Perplexity’s AI capabilities to deliver truly insightful and helpful responses, it could reignite interest in Bixby and establish it as a viable alternative to Google Assistant and Siri. However, the path isn’t without challenges. Maintaining data privacy and ensuring consistent performance across different devices and applications will be critical.

Looking ahead, we can expect to see more tech companies adopt this multi-AI partnership model. The race to build the ultimate AI assistant is no longer a solo endeavor. It’s a collaborative effort, where specialization and integration are key. This fragmentation of the AI landscape could ultimately benefit consumers, providing them with more choice and control over their digital experiences. The Galaxy S26 will be a crucial test case, signaling whether Samsung can successfully navigate this new era of AI competition.

What are your predictions for the future of AI assistants? Share your thoughts in the comments below!

November 24, 2025 0 comments

Technology

Snapchat will have an AI-powered search engine

by James Carter Senior News Editor November 7, 2025

written by James Carter Senior News Editor

Snapchat & Perplexity AI Team Up in $400 Million Deal to Reimagine Mobile Search

LOS ANGELES, CA – November 2, 2023 – In a move signaling a major shift in how we search on mobile, Snapchat today announced a groundbreaking partnership with AI-powered search engine Perplexity AI. The $400 million deal will see Perplexity’s technology deeply integrated into Snapchat’s core “chat” interface, promising users a more conversational and informative search experience directly within the app. This is big news, folks – a potential game-changer for both companies and a clear indicator of where social media is headed.

AI-Powered Search Comes to Snapchat in 2026

Starting in early 2026, Snapchat users will be able to simply ask questions and receive “clear, conversational answers from trusted sources” – all without leaving the app. This isn’t just about finding links; it’s about getting synthesized information, much like having a knowledgeable friend instantly answer your queries. Snap CEO Evan Spiegel emphasized that this integration will improve personalization and position Snap as a central hub for “intelligent agents,” hinting at a future where AI assistants are seamlessly woven into the Snapchat experience.

Beyond Search: Snap’s Expanding AI Ecosystem

This partnership isn’t happening in a vacuum. Snap has been steadily investing in generative AI for years. The company already boasts its own LLM-based chatbot, MyAI, which leverages models from OpenAI and Google, and will soon incorporate Perplexity AI as well. The introduction of AI-powered lenses and content creation tools has also fueled growth in Snapchat+, the platform’s subscription service. It’s clear Snap isn’t just adding AI features; they’re building an entire AI ecosystem.

Sneak Peek: AI Clips and the Future of Video Creation

But the innovation doesn’t stop at search. Spiegel also revealed “AI Clips,” a new feature currently in development that will allow creators to generate short, shareable videos using simple text prompts. Imagine typing “a golden retriever puppy playing in the snow” and instantly having a video ready to share with your friends. While a launch date hasn’t been announced, AI Clips promises to democratize video creation and unlock a new wave of user-generated content. This aligns with a broader trend in AI – making complex tasks accessible to everyone.

Specs Get a Subsidiary and a Second Look

Snap’s ambitions extend beyond the software realm. The company is also revisiting its augmented reality glasses, Specs. To foster greater flexibility in potential partnerships, Snap will transfer the Specs project to a wholly-owned subsidiary. Spiegel hinted at exploring collaborations with hardware partners to create a lighter, more refined version of the device. AR glasses have faced challenges in mainstream adoption, but Snap’s continued investment suggests they believe in the long-term potential of wearable AR technology. Remember Google Glass? Snap seems determined to learn from past mistakes and build something truly compelling.

The $400 million deal with Perplexity AI isn’t just a financial win for Snap; it’s a strategic move that positions the company at the forefront of the AI revolution in social media. By integrating powerful AI tools directly into its platform, Snap is not only enhancing the user experience but also laying the groundwork for a future where AI-powered interactions are the norm. Keep an eye on archyde.com for continued coverage of this evolving story and the broader impact of AI on the digital landscape.

November 7, 2025 0 comments

Entertainment

Snap Stock Skyrockets After Securing $400 Million AI Partnership with Perplexity AI

by Marina Collins - Entertainment Editor November 5, 2025

written by Marina Collins - Entertainment Editor

November 5, 2025

Snapchat Integrates AI with Perplexity in $400 Million Deal

Los Angeles, CA – snap Incorporated saw a significant increase in its stock value on Tuesday following the announcement of a strategic partnership with the artificial intelligence company, Perplexity. The collaboration will bring Perplexity’s AI-driven answer engine directly into Snapchat, offering its nearly one billion active users enhanced search and information access.

The Partnership Details

Perplexity is set to invest $400 million into Snap over the coming year, a combination of both cash and equity. the financial infusion is anticipated to begin positively impacting Snap’s revenue starting in 2026. Shares of Snap initially jumped 25% after the market closed, before settling at a 15% increase, closing at $8.45 per share.

Enhanced User Experience Through AI

the integration will launch in early 2026 within Snapchat’s Chat feature, allowing users globally to pose questions and receive concise, conversational answers backed by verifiable sources. Snap CEO Evan Spiegel emphasized the company’s commitment to making Artificial Intelligence more accessible, social, and enjoyable for its user base. He highlighted how this collaboration will strengthen connections and discovery within the Snapchat ecosystem.

Aravind Srinivas, CEO of Perplexity, echoed this sentiment, stating that the partnership will extend their mission of supporting global curiosity directly within a platform heavily used for connection and discovery.

Snapchat’s Evolving Platform Strategy

Snap views this as a crucial first step in transforming Snapchat into a platform fostering collaboration between leading AI firms and its vast global community. Snapchatters will continue to have access to the existing “My AI” chatbot, with Perplexity adding a complementary layer focused on providing answers from credible, real-time sources. Data from user interactions with Perplexity will be used to refine personalization features throughout Snapchat.

Did You Know? According to Statista, the global AI market is projected to reach $407 billion by 2027, underscoring the rapid growth and increasing investment in the field.

Positive Financial Performance

This announcement coincides with a positive financial quarter for Snapchat.The company reported adding 34 million daily active users, bringing the total to 477 million. Revenue increased by 10% to $1.51 billion, exceeding Wall Street forecasts.Net losses have also narrowed, signaling improved financial health. snap anticipates fourth-quarter sales between $1.68 billion and $1.71 billion, slightly surpassing analyst expectations.

“Our focus on performance, creativity, and simplicity is helping advertisers achieve stronger results while giving our community more ways to communicate,” stated Spiegel, expressing confidence in the company’s long-term growth trajectory.

Metric	Value
Perplexity Investment	$400 Million (Cash & Equity)
Snap Stock Increase	15% (closing at $8.45)
Daily Active Users	477 Million
Revenue (Q3)	$1.51 Billion

Pro Tip: Investors should carefully monitor Snap’s Q4 earnings report to assess the initial impact of the Perplexity partnership on revenue generation and user engagement.

The Rise of AI-Powered Social Media

The integration of AI into social media platforms represents a significant shift in how users interact with information and each other. AI-powered search and answer engines enhance the user experience by providing instant access to verified information, fostering more informed discussions and decision-making.This trend is expected to accelerate as AI technology continues to evolve, potentially reshaping the future of social networking.

Frequently asked Questions About the Snapchat & Perplexity Partnership

What is Perplexity AI? Perplexity is an AI-powered answer engine that provides concise, conversational responses to user queries, drawing from verifiable sources.
How will perplexity integrate with Snapchat? Perplexity will be accessible through Snapchat’s Chat feature, allowing users to ask questions and receive AI-generated answers directly within the app.
When will the integration be available? The integration is scheduled to launch in early 2026.
What is the financial impact of this partnership? Perplexity will invest $400 million in Snap over the next year,and the partnership is expected to contribute to Snap’s revenue starting in 2026.
will My AI still be available on Snapchat? Yes, Snapchatters will continue to have access to the existing My AI chatbot alongside the new Perplexity integration.

What are your thoughts on the integration of artificial Intelligence into social media platforms? Do you believe that this partnership will enhance your experience on Snapchat, or do you have concerns about data privacy and the reliability of AI-generated information?

November 5, 2025 0 comments

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