Search
infrastructure
for
AI

Real-time indexing/

Low latency/

High reliability

API Playground:Broad Search

Search API

Built for AI

LLM-native web search, delivering industry-leading real-time intelligence with the lowest latency and enterprise-grade reliability.

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Human Search

Single Query→Sequential Results

Octen Search

AI search engines

LLM vs keyword

Search accuracy

Retrieval methods

Vector databases

Hybrid search

AI agent search

LLM search

Real-time results

Semantic search

Multiple Sub-Queries→Concurrent Results

Multimodal Search API

Search Any-to-Any

Beyond text queries: Octen's multimodal search understands images and videos alongside text, all retrieved from the live web.

Currently in private beta.

More APIs

The complete retrieval stack

Beyond search: pull clean content from any URL, and embed meaning with the #1 retrieval model for text and vision.

Embedding

The No.1 text embedding model for retrieval. Built specifically to find what your agents need.

Model

Mean Score (RTEB)

1Octen-Embedding-8B

0.7953

2Octen-Embedding-4B

0.7747

3MoD-Embedding

0.7642

4voyage-4-large

0.7623

5voyage-3-large

0.7434

6Qwen3-Embedding-8B

0.7310

7Octen-Embedding-0.6B

0.7241

8gemini-embedding-001

0.7218

RTEB leaderboard · January 2026

VL Embedding

The No.1 vision-language model for retrieval. Embeds visual and text content into the same semantic space.

Model

Score (MMEB-V2)

1octen-vl-embedding-large

80.09

2Qwen3-VL-Embedding-8B

77.82

3seed1.6-embedding-1215

76.97

4octen-vl-embedding

75.42

5DME-2B

74.22

6WeMM-Embedding-8B

73.90

MMEB-V2 leaderboard · May 2026

Extract

Turn any URL into clean markdown, with intent-focused highlights and page classification.

https://www.apple.com/

164ms

Title

Apple

Built on Octen Search, Try it for Free

Web Search: 62ms

What's TSLA at right now?

Here's the latest on Tesla (TSLA) — market is currently open:

$—

Intraday · 5min intervals

Ask a question...

Web Chat

Deliver real-time, verifiable answers grounded in trusted web sources.

Web Search: 79ms|Thinking Time: 3.9s

What are AI agents actually being used for in production?

0Queries

0Results

0msLatency

AI agents have moved firmly into production across major industries in 2026. Belitsoft forecasts 40% of enterprise applications will include task-specific agents by year-end, and federal agencies alone reported 3,611 AI use cases in 2025—a 105% YoY jump.3 4

Domain	Production Use Case	Real-World Example / Outcome
Customer Service	Autonomous ticket resolution, chat	Most mature deployment surface; ~80% issue resolution expected by 2029

Broad Search

Get structured answers assembled from dozens of queries in milliseconds.

5 steps · 1min 43s

Safest ways to invest in 2026

0Queries

0Results

0msLatency

Research Report

Safety at a Premium: The Definitive Guide to Secure Investing in the 2026 Macro Environment

In the 'Managed Slowdown' of 2026, the safest investments are no longer passive cash holdings but sophisticated, tax-optimized yield-locking strategies that actively outpace a sticky 3.3% inflation rate. While traditional high-yield savings accounts and money market funds are seeing yields compress toward 3.0%–3.6% amid Federal Reserve rate cuts, a new tier of contractual certainty—anchored by 6.30% Multi-Year Guaranteed Annuities (MYGAs) and 4.26% Series I Savings Bonds—has emerged as the true fortress for capital preservation. Simultaneously, the implementation of the One Big Beautiful Bill Act (OBBBA) has fundamentally recalibrated the after-tax landscape, rendering a $40,000 State and Local Tax (SALT) deduction cap that dramatically favors taxable safe havens for high-earning investors. Navigating this environment requires abandoning the 2024-era reliance on liquid cash for a "barbell" approach that trades immediate liquidity for long-term yield superiority, ensuring that safety is measured not just by nominal principal protection, but by real, after-tax purchasing power resilience.

Deep Research

Enable deep, source-backed research across thousands of web pages and documents.

Performance

Built to

Perform

Top

on benchmarks

Cleaner inputs for your LLM. Fewer hallucinations downstream. Top results on SimpleQA and FreshQA Strict.

Accuracy Performance

Provider

FreshQA Strict

Accuracy

SimpleQA

Accuracy

Octen

55.67%

94.27%

Perplexity

51.17%

92.90%

Exa

49.33%

90.87%

Parallel

49.00%

90.18%

Brave

47.33%

81.72%

Tavily

45.50%

79.63%

FreshQA Strict benchmark & SimpleQA benchmark

Start Building

Get started in minutes

Search infrastructure for agents. Ready in 3 steps.

Get your API key

Create an account. Start instantly.

Get API key →

Make your first request

Fast, structured responses via SDK or REST API.

Docs →

Bring it into your agent

Give your LLM access to real-time web context.

Guide →

Works with any LLM or framework

OpenAI

Anthropic

Gemini

LangChain

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