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Market/Categories/Research & Analysis/Refsee

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

Refseerefsee.com

Refsee is an AI-powered search engine designed for finding specific video references and scenes within a curated database of ads, clips, and films, optimized for creative professionals.

Research & Analysisrefsee.comTracked since 2026-08-211 discovery source
300Backlinks
123Referring domains
15Domain authority
+3.4%Referring domains · 90 days

Authority & distribution

How strong is Refsee’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

300Current snapshot

Referring domains

123Current snapshot

Authority

15Domain authority · category median 21

90-day move

+3.4%Referring domains, last 90 days
At 15, Refsee sits below the 21 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 Refsee 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 Refsee traffic?

Measured · Pro

Measured for this product: AI referral traffic.

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Product profile

What Refsee is selling.

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

“Refsee”

Refsee is an AI-powered search engine designed for finding specific video references and scenes within a curated database of ads, clips, and films, optimized for creative professionals.

Research & AnalysisSeen 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://refsee.com

Observed across 1 discovery source.

Research questions

What the evidence answers about Refsee.

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

What is the core function of Refsee?

Refsee is an AI-powered search engine for finding specific video references and scenes within a curated database. It is designed for creative professionals like directors and cameramen to search commercials, films, and clips by visual or audio cues.

What are the key features and search capabilities of Refsee?

Refsee offers exact scene search to find specific moments, multiple search types including by commercials, films, voice, and title, and smart filters for color, crop, gender, and more. It also includes AI image generation to create new visuals based on a selected reference and a one-click GIF maker for paid accounts.

Who is the target audience for Refsee?

The product is optimized for creative professionals such as directors, cameramen, and production designers. The platform also allows users to create public profiles and portfolios to enable agencies and productions to find them.

3 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 Refsee 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