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

PromptMagepromptmage.io

PromptMage is a Python framework that streamlines the development of complex, multi-step applications powered by Large Language Models (LLMs), offering version control, testing capabilities, and automated API generation.

Developer & AI Platformpromptmage.ioTracked since 2026-08-211 discovery source
476Backlinks
75Referring domains
20Domain authority
+0.0%Referring domains · 90 days

Authority & distribution

How strong is PromptMage’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

476Current snapshot

Referring domains

75Current snapshot

Authority

20Domain authority · category median 22

90-day move

+0.0%Referring domains, last 90 days
At 20, PromptMage 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

AI referral visibility

Which AI assistants are already sending PromptMage traffic?

Measured · Pro

Measured for this product: AI referral traffic.

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Product profile

What PromptMage is selling.

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

“PromptMage”

PromptMage is a Python framework that streamlines the development of complex, multi-step applications powered by Large Language Models (LLMs), offering version control, testing capabilities, and automated API generation.

Developer & AI PlatformSeen 2026-08-21 → 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://promptmage.io

Observed across 1 discovery source.

Research questions

What the evidence answers about PromptMage.

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

Who is the target audience for PromptMage?

PromptMage is targeted at developers, researchers, and organizations, including both small teams and large enterprises, who work with LLM technology and need to manage complex prompt workflows and version control.

What key features and tools does PromptMage offer?

PromptMage offers features including built-in version control for prompt development, a Prompt Playground for testing and refining prompts, an auto-generated API via FastAPI for easy integration, and an Evaluation Mode for assessing prompt performance through testing.

How is PromptMage priced or packaged?

The provided evidence indicates that PromptMage is a self-hosted solution, but it does not contain specific information about pricing models or packaging tiers.

What is PromptMage and what problem does it solve?

PromptMage is a Python framework designed to simplify the development of complex, multi-step applications powered by Large Language Models (LLMs). It addresses the challenge of LLM workflow management by providing a pragmatic, self-hosted solution with version control and collaboration features.

What is PromptMage used for, and in what situations?

PromptMage is used for building, testing, and deploying complex LLM applications. It is suitable for developers, researchers, and organizations looking to improve productivity and make LLM technology more accessible and manageable for AI innovation projects.

What is PromptMage?

PromptMage is a Python framework for simplifying the development of complex, multi-step applications based on Large Language Models (LLMs), offering version control, a prompt playground, and auto-generated APIs.

Behind the lock

Unlock full PromptMage 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