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Market/Categories/Developer & AI Platform/HumanLayer

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

HumanLayerhumanlayer.dev

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

Developer & AI Platformhumanlayer.devTracked since 2026-08-191 discovery source
4.4KBacklinks
914Referring domains
27Domain authority
+29.3%Referring domains · 90 days

Authority & distribution

How strong is HumanLayer’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

4.4KCurrent snapshot

Referring domains

914Current snapshot

Authority

27Domain authority · category median 22

90-day move

+29.3%Referring domains, last 90 days
At 27, HumanLayer sits above 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 HumanLayer ranks

Measured · Pro

Measured for this product: global rank, country rank and category rank.

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AI referral visibility

Which AI assistants are already sending HumanLayer traffic?

Measured · Pro

Measured for this product: AI referral traffic, which assistants refer it and which pages those referrals land on.

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Product profile

What HumanLayer is selling.

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

“HumanLayer”

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 → 2026-08-19Coverage 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.humanlayer.dev/?ref=futuretools.io

Observed across 1 discovery source.

Research questions

What the evidence answers about HumanLayer.

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

What are the key features and components of HumanLayer?

HumanLayer offers a complete AI coding environment with tasks, artifacts, and cloud-scale agent orchestration. Key features include an opinionated system of agents, task management to group sessions and worktrees, versioned artifacts like research and design docs, and comment-driven refinement for collaboration. It also allows users to bring their own AI subscriptions or API keys.

How is HumanLayer priced or packaged?

HumanLayer operates on a bring-your-own-subscription model. Users plug in their own Claude, Codex, and other AI subscriptions or API keys, meaning there is no separate per-token bill to manage.

What is HumanLayer and what problem does it solve?

HumanLayer is an AI IDE, collaboration platform, and building blocks for a software factory. It enables engineers solving hard problems in complex codebases to ship 2-3x faster across the entire software development lifecycle (SDLC) while maintaining rigorous standards for code quality and architecture. The platform is used by teams from YC startups to the Fortune 500.

Who is HumanLayer designed for?

HumanLayer is designed for software development teams, from YC startups to the Fortune 500. It specifically targets engineers solving hard problems in complex codebases and is built for the Developer & AI Platform category.

4 of 6 research questions are answered for this product. The rest need source evidence we have not collected yet, so they are left unanswered rather than guessed.

Behind the lock

Unlock full HumanLayer intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send, which 5 of them do it, and the 9 pages they land on.
  • 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