MCP简体中文Upgrade
Market/Categories/Developer & AI Platform/PromptLayer

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

PromptLayerpromptlayer.com

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

Developer & AI Platformpromptlayer.comTracked since 2026-08-192 discovery sources
20.5KBacklinks
2.2KReferring domains
32Domain authority
+15.6%Referring domains · 90 days

Authority & distribution

How strong is PromptLayer’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

20.5KCurrent snapshot

Referring domains

2.2KCurrent snapshot

Authority

32Domain authority · category median 22

90-day move

+15.6%Referring domains, last 90 days
At 32, PromptLayer 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 PromptLayer ranks

Measured · Pro

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

Unlock this profileOpen the full profile

AI referral visibility

Which AI assistants are already sending PromptLayer traffic?

Measured · Pro

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

Unlock this profileOpen the full profile

Product profile

What PromptLayer is selling.

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

“PromptLayer”

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://promptlayer.com/?ref=futuretools.io

Observed across 2 discovery sources.

Research questions

What the evidence answers about PromptLayer.

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 PromptLayer do, and what problem does it solve for AI teams?

PromptLayer is a prompt management, evaluation, and observability platform for AI engineering teams. It provides a collaboration layer for versioning prompts, running LLM evals, and monitoring agents in production to help teams ship and iterate on AI features more efficiently. It acts as a prompt CMS, eval harness, and observability stack, eliminating the need for teams to build these tools from scratch.

What are the core features or components offered by the PromptLayer platform?

The platform offers three core components: a prompt registry for visual editing, versioning, testing, and deploying prompts; agent observability for connecting production traces to prompt versions and tracking cost, latency, and token usage; and evaluations for running dataset-backed tests, human review, and automated graders before changes reach production.

What specific use cases or situations is PromptLayer used for, based on case studies?

Case studies show PromptLayer is used for scaling support automation, enabling non-technical prompt iteration, shipping trustworthy AI grades, evaluating legal AI, building newsroom-ready AI agents, debugging LLM agents in production, and handling sudden viral traffic spikes through rapid iteration on prompts and evals.

Who is PromptLayer designed for?

PromptLayer is designed for AI engineering teams, including both technical and non-technical collaborators. The platform allows domain experts to collaborate on prompts without touching the codebase, enabling engineers and non-technical stakeholders to work together on prompt iteration and management.

What is PromptLayer?

PromptLayer is a prompt management, evaluation, and observability platform for AI engineering teams. It is categorized as a Developer & AI Platform.

5 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 PromptLayer intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send, which 6 of them do it, and the 24 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