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Market/Categories/Workflow Automation/Caffeine

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

Caffeinecaffeine.ai

Build, launch, and update decentralized apps using chat.

Workflow Automationcaffeine.aiTracked since 2026-08-192 discovery sources
2.4KBacklinks
605Referring domains
44Domain authority
+27.2%Referring domains · 90 days

Authority & distribution

How strong is Caffeine’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

2.4KCurrent snapshot

Referring domains

605Current snapshot

Authority

44Domain authority · category median 22

90-day move

+27.2%Referring domains, last 90 days
At 44, Caffeine 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.

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Traffic & engagement

Where Caffeine 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 Caffeine 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 Caffeine is selling.

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

“Caffeine”

Build, launch, and update decentralized apps using chat.

Workflow AutomationSeen 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://caffeine.ai/

Observed across 2 discovery sources.

Research questions

What the evidence answers about Caffeine.

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 Caffeine do and what problem does it solve?

Caffeine is a platform that lets users build, launch, and update decentralized applications through a chat interface, eliminating the need for traditional coding or engineering backlogs. It solves the problem of slow and resource-intensive internal tool development by allowing teams to describe software in plain language and have it built and iterated on rapidly.

What features or capabilities does Caffeine offer?

Caffeine offers an all-in-one platform for building real software via chat, with capabilities to describe, build, iterate, and launch apps. Key features include the ability to ask questions across all built apps for plain-language answers, proactive suggestions for building the next needed workflow, and flexible hosting on OpenCloud, your own cloud, or specific machines.

How is Caffeine priced or packaged?

The evidence does not contain specific details about Caffeine's pricing or packaging structure. The homepage mentions it is a platform for building software without engineers, but does not provide cost information.

What is Caffeine used for and in what situations?

Caffeine is used to create internal business tools for operations, finance, sales, and support teams without writing code. It is suitable for situations where teams need to quickly turn their workflow into functional software, such as closing books faster with fewer errors or answering cross-application business questions on demand.

Who is Caffeine for?

Caffeine is designed for teams across departments like finance, operations, sales, and support who need to build and maintain internal business tools. It targets users who require functional software solutions without relying on developers, agencies, or long backlogs.

What is Caffeine?

Caffeine is a self-writing internet technology platform that allows users to build, launch, and update decentralized applications using a chat interface on an open tech stack specialized for AI.

Behind the lock

Unlock full Caffeine intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send, which 2 of them do it, and the 2 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