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Market/Categories/Developer & AI Platform/TopK

Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31

TopKtopk.io

No product description has been published for this domain yet. Everything below is measured directly.

Developer & AI Platformtopk.ioTracked since 2026-08-192 discovery sources
1.3KBacklinks
135Referring domains
20Domain authority
+15.8%Referring domains · 90 days

Authority & distribution

How strong is TopK’s web footprint?

Backlinks measure accumulated distribution; referring domains show how broadly that authority is spread. Both are observable on the open web, so both are published for every product here.

Backlinks

1.3KCurrent snapshot

Referring domains

135Current snapshot

Authority

20Domain authority · category median 22

90-day move

+15.8%Referring domains, last 90 days
At 20, TopK sits below the 22 median for its category.

Trajectory · Pro

The counts above are the latest of 370 daily observations. The curve through them is on the full profile.

See the trajectoryOpen the full profile

Traffic & engagement

Where TopK ranks

Measured · Pro

Measured for this product: global rank and country rank.

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AI referral visibility

Which AI assistants are already sending TopK traffic?

Measured · Pro

Measured for this product: AI referral traffic.

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Product profile

What TopK is selling.

Traffic makes more sense when you can connect it to the actual product promise.

“TopK”

No usable description reached this profile from any discovery source, so none is shown. The measured signals below are unaffected.

Developer & AI PlatformSeen 2026-08-19 → 2026-08-21Coverage tier C

What we have measured

4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.

Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.

Canonical website: https://www.topk.io/?ref=futuretools.io

Observed across 2 discovery sources.

Research questions

What the evidence answers about TopK.

Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.

What does TopK do, and what problem does it solve?

TopK is a search engine platform designed for accuracy-critical AI applications. It provides a single API to build high-quality search over structured and unstructured data, solving the problem of integrating complex retrieval, inference, and document processing for AI systems.

In what situations would you use TopK?

You would use TopK when you need to build state-of-the-art search functionality for AI applications, such as AI agents or RAG systems. It is suited for situations requiring hybrid search combining dense vectors, keywords, and metadata filters within a single query.

What features and capabilities does TopK offer?

TopK offers a unified retrieval engine with hybrid search, multi-vector retrieval, and custom scoring in a single query. It includes features for vector search, keyword search (BM25), and native late interaction retrieval over multi-vector embeddings, with claimed sub-100ms latency at billion-scale.

How is TopK priced or packaged?

The evidence indicates a usage-based pricing model. TopK is built on object storage with a scalable compute layer, where you 'use only what you need' and 'pay only what you use', suggesting it is not a fixed-cost subscription.

Who is TopK designed for?

TopK is designed for developers and teams building AI applications. The platform offers native SDKs for Python, JavaScript, and Rust, as well as a SQL compatibility layer and an MCP server, targeting users who need to integrate advanced search into their tech stack.

What is TopK?

TopK is a search engine API platform categorized as a Developer & AI Platform. It provides infrastructure for developers to build search into accuracy-critical AI applications, vertically integrating retrieval, inference, and document processing.

Behind the lock

Unlock full TopK intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send.
  • Search structure and ranking depthOrganic against paid, brand against non-brand, and how many keywords rank in the top three against the long tail — which is what decides whether the demand is portable or tied to the name.
  • The rest of the marketPage through every leaderboard 100 rows at a time, put any five products side by side, and query the whole dataset over API / MCP.

Worldwide estimates · Data period 2026-05-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured