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Market/Categories/Developer & AI Platform/Candle

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

Candlecandle.fi

Candle is an SDK that provides programmatic read and write access to consumer internet services, enabling seamless integration with LLMs.

Developer & AI Platformcandle.fiTracked since 2026-08-211 discovery source
328Backlinks
133Referring domains
16Domain authority
-6.0%Referring domains · 90 days

Authority & distribution

How strong is Candle’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

328Current snapshot

Referring domains

133Current snapshot

Authority

16Domain authority · category median 22

90-day move

-6.0%Referring domains, last 90 days
At 16, Candle 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.

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Traffic & engagement

Where Candle 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 Candle traffic?

Measured · Pro

Measured for this product: AI referral traffic.

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Product profile

What Candle is selling.

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

“Candle”

Candle is an SDK that provides programmatic read and write access to consumer internet services, enabling seamless integration with LLMs.

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://candle.fi

Observed across 1 discovery source.

Research questions

What the evidence answers about Candle.

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

What features or capabilities does Candle offer?

Candle offers a local application for macOS (with iOS, Android, and Windows planned) that manages service connections. It provides pre-built connectors for actions like managing social networks, booking rides, and sending money. It emphasizes direct service integrations over browser automation and includes commercial support for enterprise use.

How is Candle priced or packaged?

The homepage indicates there is a pricing section, and the platform has a managed B2B connector layer for businesses, but specific pricing details are not provided in the available evidence.

How does Candle secure user data?

Candle runs locally on the user's Mac and does not send service logins or active sessions to Candle. Sensitive actions can be gated behind local approval, and the platform favors direct integrations over remote browser sessions.

What is Candle and what problem does it solve?

Candle is an SDK that provides programmatic read and write access to consumer internet services, enabling seamless integration with large language models (LLMs). It solves the problem of giving AI agents the power to analyze user data and take actions on their behalf across various personal services.

What is Candle used for and in what situations?

Candle is used to connect personal services like social networks, messaging, ride-hailing, and payments to AI agents. It is used when individuals want their agents to help with personal workflows, such as managing friend requests, tracking trips, or sending money.

Who is Candle for?

Candle is initially for people who want their agents to help with personal services. Teams and businesses can also use Candle's managed B2B connector layer for custom integrations, policy control, and support.

Behind the lock

Unlock full Candle 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