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Market/Categories/Research & Analysis/Vetted

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

Vettedvetted.ai

AI-driven shopping assistant aggregates expert, user reviews, and Reddit insights.

Research & Analysisvetted.aiTracked since 2026-08-191 discovery source
75KBacklinks
711Referring domains
26Domain authority
-8.8%Referring domains · 90 days

Authority & distribution

How strong is Vetted’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

75KCurrent snapshot

Referring domains

711Current snapshot

Authority

26Domain authority · category median 21

90-day move

-8.8%Referring domains, last 90 days
At 26, Vetted sits above 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 Vetted 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 Vetted 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 Vetted is selling.

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

“Vetted”

AI-driven shopping assistant aggregates expert, user reviews, and Reddit insights.

Research & AnalysisSeen 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://vetted.ai/

Observed across 1 discovery source.

Research questions

What the evidence answers about Vetted.

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 the Vetted AI shopping assistant do?

Vetted is an AI-driven shopping assistant that helps users discover products and brands recommended for their needs. It aggregates insights and reviews from trusted sources such as Reddit, YouTube, and other expert sites to provide product research and comparison.

Who is the Vetted AI shopping assistant for?

Vetted is for shoppers who want to effortlessly discover the best products and prices based on reviews from trusted sources. Its primary user job is product research and comparison, making it useful for individuals making purchasing decisions.

What does Vetted offer in terms of features and data sources?

Vetted offers an AI-powered search and recommendation service. It aggregates data from multiple sources, including expert reviews, user reviews, and insights from platforms like Reddit and YouTube, to help users find recommended products and compare prices.

What problem does Vetted solve for shoppers?

Vetted solves the problem of researching products by aggregating and synthesizing reviews and insights from various trusted online sources. This enables shoppers to effortlessly discover recommended brands and products without manually searching across multiple sites.

4 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 Vetted intelligence.

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