# Perplexity vs sunbeam (formerly Positional)

Perplexity records 88,310,223 monthly visits with -3.7% month-over-month growth and Freemium pricing. sunbeam (formerly Positional) records 431 monthly visits with -95.1% growth and Contact for Pricing pricing.

| Metric | [Perplexity](https://openaitools.app/tool/perplexity-ai) | [sunbeam (formerly Positional)](https://openaitools.app/tool/positional) |
| :--- | :--- | :--- |
| Website URL | https://www.perplexity.ai | https://www.positional.com |
| Categories | AI Search Engine, AI Answer, AI Copilot, Large Language Models (LLMs) | AI SEO Tools, AI Content Detector, SEO Writing AI, AI Outline Generator |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 88,310,223 | 431 |
| MoM Growth Rate | -3.7% | -95.1% |
| Primary Market | United States | United States |
| Direct Visits | 63,320,727 | 169 |
| Review Score | 4.7 | 4.3 |
| Saved Count | 185 | 0 |
| Supported Platforms | Website | Website |

## Perplexity

Perplexity is an AI-native answer engine and autonomous research platform designed to replace traditional keyword search and fragmented browser tab workflows. Instead of returning a ranked list of blue links, Perplexity interprets complex natural-language queries, crawls live web indexes, academic databases, financial filings, and social discussions in real time, and synthesizes direct, structured answers anchored by numbered inline citations. Beyond conversational search, the platform has evolved into a broader agentic ecosystem encompassing Perplexity Computer for autonomous multi-step tasks and the Comet AI browser assistant.

Under the hood, Perplexity orchestrates its proprietary web-grounded Sonar model family alongside frontier third-party reasoning models—allowing paid subscribers to route queries through Claude Opus 4 and Sonnet 4, OpenAI's o3-pro and GPT series, or Google's Gemini models, or run parallel evaluations via Model Council. Its Deep Research mode autonomously decomposes intricate questions, conducts dozens of iterative searches across hundreds of primary sources, and compiles exhaustive, exportable briefing reports in minutes. Users can also organize ongoing projects inside Perplexity Spaces, which fuse uploaded private documents (PDFs, CSVs, docs) with live web grounding and custom system instructions.

Perplexity serves an expansive audience ranging from students and journalists to equity analysts, legal researchers, and software engineers. Individual users can rely on the free tier for everyday fact-checking, step up to Perplexity Pro ($20/month) for daily deep research and model switching, or subscribe to Perplexity Max ($200/month) for uncapped high-compute agentic runs. Organizations adopt Enterprise Pro ($40/seat/month) and Enterprise Max ($325/seat/month) for SOC 2 compliance, zero data training guarantees, and internal knowledge connectors, while developers integrate real-time grounded citations into custom software via the Sonar REST API.

**Pricing & Plans:** Offers a permanent Free tier with unlimited Quick Searches, 3 Pro Searches per day, and 1 Deep Research query per month; Perplexity Pro costs $20/month ($200/year) and Perplexity Max costs $200/month ($2,000/year) for individuals. Team plans start at $40/seat/month ($400/seat/year) for Enterprise Pro and $325/seat/month for Enterprise Max, alongside usage-based Sonar API billing.

- **Deep Research Autonomous Reports:** Executes multi-step iterative web and document research across hundreds of sources, cross-checking facts and generating structured, citation-backed analytical reports that can be exported as PDFs or shared as interactive Perplexity Pages.
- **Multi-Model Routing & Model Council:** Lets Pro and Max subscribers switch dynamically between Perplexity's in-house Sonar models and top external models (including Claude 4, o3-pro, and Gemini) or compare multi-model reasoning outputs side by side.
- **Perplexity Spaces & Hybrid RAG:** Provides dedicated project workspaces where users upload local PDFs, spreadsheets, and text files, configure custom assistant instructions, and run queries that combine private document retrieval with live internet search.
- **Perplexity Computer & Comet Assistant:** Extends Perplexity from passive Q&A into agentic execution, turning high-level user requests into completed workflows, multi-tab browser actions, and automated data synthesis via the Comet ecosystem.
- **Sonar Web-Grounded Developer API:** Exposes Sonar, Sonar Pro, Sonar Reasoning Pro, and Sonar Deep Research over standard HTTP endpoints so developers can embed low-latency, live-cited web intelligence directly into third-party applications.

**Strengths:** Every generated statement links directly to numbered, verifiable web or document sources, drastically reducing ungrounded LLM hallucinations.; Deep Research mode delivers comprehensive, multi-page synthesis reports at a fraction of the time required for manual desk research.; Broad model optionality lets subscribers use Sonar, Claude, OpenAI, and Gemini models under a single $20/month subscription.; Focused search scopes (Academic, Finance, Web, Social) and Spaces allow clean separation between general browsing and domain-specific knowledge work.

**Limitations:** The Free tier is tightly restricted to 3 Pro Searches per day and just 1 Deep Research query per month with no manual model selection.; Power users requiring heavy agentic Computer runs or uncapped o3-pro/Opus-level research must jump from $20/month Pro to the steep $200/month Max tier.; Synthesized summaries can still inherit inaccuracies if underlying top-ranked web sources contain outdated or biased reporting.

[Profile (Markdown)](https://openaitools.app/tool/perplexity-ai.md)

## sunbeam (formerly Positional)

sunbeam is positioned as a shift away from the previous generation of AI SEO workflows toward autonomous agents. Rather than giving a marketer a set of assisted tasks to complete, the agent is meant to own the workstream end to end. During onboarding it ingests a large corpus about your company — hundreds of product pages and blog posts, internal brand-voice documents, competitor landscapes and customer reviews — and builds an internal knowledge graph of your offerings. It reports that it can become ready to work in roughly two hours.

Once live, the agent handles each component of an SEO program independently and in parallel: keyword and market research, strategy development, content drafting, editorial calendar and performance tracking, plus technical SEO fixes. The stated goal is to let an organization start producing organic search results from day one instead of spending the first months building process.

Because the product is sold as a managed, agent-driven service rather than a self-serve subscription, the practical way to buy it is to book a demo and have the team scope what the agent would take on for your site. The site does not publish a public price list. Note that the company keeps a separate editorial site with essays and a documentary on autonomous SEO.

**Pricing & Plans:** No public price list is shown on the site — the product is sold through a demo booking and a scoped engagement, so contact the vendor for a quote.

- **Autonomous SEO agent:** One agent owns strategy, content, editorial and technical SEO, running each workstream independently and in parallel rather than as a stack of separate tools.
- **Company-wide onboarding:** Onboarding reads product pages, blog archives, brand-voice documents, competitor sites and customer reviews to build an internal knowledge graph of your business.
- **Content and editorial execution:** The agent drafts and plans content in your mapped brand voice, keeps an editorial calendar moving and tracks performance across pages.
- **Technical SEO fixes:** Technical SEO runs alongside content work, so structural issues are identified and addressed without a separate queue.
- **Built for SEO and AI search:** Positioned for both classic organic search and the newer AI answer surfaces that increasingly drive discovery.

**Strengths:** Agent-driven approach executes work rather than only suggesting it; Onboarding ingests a broad corpus: products, blog, voice docs, competitors, reviews; Handles content, editorial and technical SEO in one place; Aimed at both classic search and AI answer surfaces

**Limitations:** No published pricing — you need a demo to understand cost and scope; Autonomous execution still needs human review before publishing; As a managed engagement it is less of a self-serve, try-it-instantly tool

[Profile (Markdown)](https://openaitools.app/tool/positional.md)

## Frequently Asked Questions

### How do Perplexity and sunbeam (formerly Positional) compare in monthly traffic?

Perplexity has 88,310,223 monthly visits, while sunbeam (formerly Positional) has 431. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Perplexity has a month-over-month growth rate of -3.7%; sunbeam (formerly Positional) has -95.1%.

### How does pricing compare?

Perplexity: Freemium. Offers a permanent Free tier with unlimited Quick Searches, 3 Pro Searches per day, and 1 Deep Research query per month; Perplexity Pro costs $20/month ($200/year) and Perplexity Max costs $200/month ($2,000/year) for individuals. Team plans start at $40/seat/month ($400/seat/year) for Enterprise Pro and $325/seat/month for Enterprise Max, alongside usage-based Sonar API billing. sunbeam (formerly Positional): Contact for Pricing. No public price list is shown on the site — the product is sold through a demo booking and a scoped engagement, so contact the vendor for a quote.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [ChatGPT](https://openaitools.app/tool/chatgpt-4) | 6,048,022,723 | +2.2% | Freemium | Offers deeper conversational reasoning and coding agents, but lacks Perplexity's dedicated inline citation-first search layout. | [.md](https://openaitools.app/tool/chatgpt-4.md) |
| 2 | [Google Gemini](https://openaitools.app/tool/gemini-gemini-advanced) | 2,637,398,242 | -0.1% | Freemium | Leverages Google's vast search index for real-time answers, but offers a standard chat interface rather than deep research feeds. | [.md](https://openaitools.app/tool/gemini-gemini-advanced.md) |
| 3 | [Claude](https://openaitools.app/tool/claude-2) | 1,253,439,413 | +23.8% | Freemium | Provides exceptional analytical depth and writing quality, but does not focus purely on web-sourced search summaries. | [.md](https://openaitools.app/tool/claude-2.md) |
| 4 | [Grok](https://openaitools.app/tool/grok) | 203,846,050 | -0.8% | Freemium | Integrates real-time social data search for breaking news, but leans more toward casual chat than structured research. | [.md](https://openaitools.app/tool/grok.md) |
| 5 | [Genspark.ai](https://openaitools.app/tool/genspark-ai) | 10,215,720 | -7.9% | Freemium, Paid, Contact for Pricing | Delivers agentic multi-source research and page generation, but can feel more cluttered than Perplexity's clean answer engine. | [.md](https://openaitools.app/tool/genspark-ai.md) |
| 6 | [Semantic Scholar](https://openaitools.app/tool/semantic-scholar) | 8,198,672 | +5.8% | Free | Offers a comprehensive free index of academic literature, but lacks conversational chat synthesis for general web queries. | [.md](https://openaitools.app/tool/semantic-scholar.md) |
| 7 | [Consensus](https://openaitools.app/tool/consensus) | 6,014,388 | -1.2% | Freemium | Focuses exclusively on peer-reviewed scientific papers for evidence-based answers, unlike Perplexity's broad general web search. | [.md](https://openaitools.app/tool/consensus.md) |
| 8 | [Kagi Search](https://openaitools.app/tool/kagi-search) | 4,647,605 | +3.2% | Free Trial, Paid | Combines privacy-focused web search with AI summarization, though it requires a paid subscription for full access. | [.md](https://openaitools.app/tool/kagi-search.md) |
| 9 | [Scite](https://openaitools.app/tool/scite) | 841,974 | +1.1% | Free Trial, Contact for Pricing | Analyzes scholarly article citations to verify scientific claims, making it superior for academic literature reviews. | [.md](https://openaitools.app/tool/scite.md) |
| 10 | [iAsk AI](https://openaitools.app/tool/iask-ai-generative-ai-search-engine) | 822,445 | +13.1% | Free | Generates structured, cited answers from live web queries, though with less polished UI and advanced model options. | [.md](https://openaitools.app/tool/iask-ai-generative-ai-search-engine.md) |

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Source: https://openaitools.app/compare/perplexity-ai-vs-positional

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