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Market/Categories/Developer & AI Platform/MemMachine

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

MemMachinememmachine.ai

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

Developer & AI Platformmemmachine.aiTracked since 2026-08-192 discovery sources
5.4KBacklinks
234Referring domains
26Domain authority
+12.0%Referring domains · 90 days

Authority & distribution

How strong is MemMachine’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

5.4KCurrent snapshot

Referring domains

234Current snapshot

Authority

26Domain authority · category median 22

90-day move

+12.0%Referring domains, last 90 days
At 26, MemMachine sits above the 22 median for its category.

Trajectory · Pro

The counts above are the latest of 337 daily observations. The curve through them is on the full profile.

See the trajectoryOpen the full profile

Traffic & engagement

Where MemMachine 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 MemMachine traffic?

Measured · Pro

Measured for this product: AI referral traffic.

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Product profile

What MemMachine is selling.

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

“MemMachine”

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://memmachine.ai/?ref=futuretools.io

Observed across 2 discovery sources.

Research questions

What the evidence answers about MemMachine.

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 MemMachine do and what problem does it solve?

MemMachine is an open-source memory layer for advanced AI agents that enables them to learn, store, and recall data and preferences from past sessions to enrich future interactions. It transforms AI chatbots into personalized, context-aware assistants by persisting memory across multiple sessions, agents, and large language models. (Source: product description and homepage)

What are the key features and capabilities of MemMachine?

MemMachine provides an open-source memory layer that persists across multiple sessions, agents, and large language models. It builds sophisticated, evolving user profiles and abstracts away complexity while allowing flexibility to use pieces independently. Its profile memory feature can automatically personalize interactions without manual commands. (Source: homepage main text and user quotes)

What are typical use cases for MemMachine?

MemMachine is used to build AI-powered applications like personalized, context-aware AI assistants and proactive AI assistants that transform team collaboration. Developers use it to create AI sparring partners with persistent memory that build relationships, or to store and retrieve articles through profile memory. (Source: homepage main text and user quotes)

How is MemMachine priced or packaged?

MemMachine is described as an open-source tool layer. The evidence does not provide specific details on pricing tiers, hosting plans, or commercial packaging options. (Source: product description)

Who is MemMachine for?

MemMachine is for developers and engineering teams building advanced AI agents or AI-powered applications. The product is trusted by teams at the forefront of the AI revolution, including those building character engines and proactive AI assistants. (Source: homepage and product description)

What is MemMachine?

MemMachine is an open-source memory layer infrastructure for developers to build AI agents with long-term memory, learning, and personalization capabilities. It is categorized as a Developer & AI Platform tool. (Source: product description and taxonomy)

Behind the lock

Unlock full MemMachine intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 337.
  • 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