serp.fast

Fast agent search API with fan-out queries and extraction

Nathan Kessler
By Nathan KesslerUpdated

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Octen website

What is Octen?

Low-latency web search API for AI agents, with fan-out Broad Search, news and business search, URL extraction and embeddings, ranked on the Artificial Analysis Search Index.

Our verdict

Octen sells search to agents that fire many queries per task, so it competes on speed and price per call. The core is Web Search and Broad Search, which splits one request into up to 30 sub-queries, runs them concurrently and returns results grouped by sub-query. Around that sit News and Business search, image search, an Extract endpoint for up to 20 URLs per call, embedding models, and paid answer and deep-research applications. It ships a Python SDK, a CLI and a hosted MCP server. Founder and CEO Kuan Zou launched the search API in March 2026, the same month DealStreetAsia reported a $10M seed round led by Square Peg. The most useful evidence comes from outside Octen. The Artificial Analysis Search Index runs every provider through the same agent and model, and it scores Octen Search (highlights) at 77, against 80 for the top Exa configuration. Octen is the fastest provider on that board, at 14.5 seconds per task and 0.21 seconds per search query, and it cost $9.07 in search fees per 1,000 tasks. Octen's own figures, such as a 62ms p50 search latency and its SimpleQA scores, are vendor claims measured another way. The official pricing page lists Web Search and Broad Search at $1 per 1,000 calls or sub-queries, marked as 80% off a $5 list price. Extract is $1 per 1,000 successful URLs, or $2.50 in advanced mode, and new accounts get $5 of free balance. Reserved-throughput plans start at $2,099 a month for 50 QPS. Because the search rate is labelled as a discount, budget against the list price too. The company is young, but if search latency dominates your agent loop, Octen belongs on the shortlist.

Categories:

AI search APIs are the infrastructure layer that gives large language models access to current web information. Unlike traditional search engines, these APIs return semantically relevant, structured results optimized for retrieval-augmented generation (RAG) and AI agent workflows. They are used by AI products that need to answer questions about the real world beyond their training data.

Share:

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How Octen compares

Exa

Exa's best configuration scores a few points higher on the Artificial Analysis Search Index, but it is slower and costs more per search than Octen.

Parallel AI

Parallel's advanced mode scores 75 on the same independent index and puts more weight on deep research than raw speed.

Frequently asked questions

How did Octen do on the Artificial Analysis Search Index?

Octen Search (highlights) scores 77, a few points behind the top Exa configuration at 80. It is the fastest provider listed, averaging 14.5 seconds per agent task and 0.21 seconds per search query, with search costs of $9.07 per 1,000 tasks.

How much does Octen cost?

Octen's pricing page lists Web Search and Broad Search at $1 per 1,000 calls (shown as 80% off a $5 list price), full-content results at $0.50 per 1,000 beyond the first 10 per call, and Extract at $1 per 1,000 successful URLs in standard mode or $2.50 in advanced mode. New accounts get $5 of free balance. Optional QPS plans that reserve throughput start at $2,099 a month.

Who is behind Octen?

Kuan Zou is founder and CEO. DealStreetAsia reported in March 2026 that Octen came out of stealth with a $10M seed round, with Square Peg and Argor among the investors. Square Peg lists Octen in its portfolio as founded in 2025, with offices in California and Singapore.

What is Broad Search?

Broad Search takes one query, splits it into as many as 30 sub-queries (5 by default), runs them concurrently and returns results grouped by sub-query. It is billed per sub-query, so the max_queries setting also caps what one call can cost.

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