Market around Ark Web Search

An open-source Python skill for Pi Coding Agent that uses Volcengine Ark's Responses API web_search tool to perform multi-turn web searches and return source citations.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select. Caution: thin market — treat statistics as indicative.

Compare at

Ark Web Search · Pro

No Pro plan

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Pro-provider median

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insufficient comparable pricing

vs Pro providers

No comparison

Ark Web Search doesn't sell Pro

ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.

Market density

7th pctile

4 competing vendors

Comparable listings · 30d

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Price spectrum · Pro plans · 2 of 2 providers priced · log scale · $19 → $99/mo

MCP servers Frameworks◻ shaded = middle 50% · line = median (all types)Ark Web Search has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches Ark Web Search's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

OOther4Ranked by similarity

Ark Web Searchthis listing

Thin market — few comparable priced products; treat statistics as indicative.