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Market/Categories/Research & Analysis/MantaGuard

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

MantaGuardmantaguard.com

MantaGuard is a browser extension that detects and blocks AI-generated images, helping users browse online safely and avoid misinformation.

Research & Analysismantaguard.comTracked since 2026-08-211 discovery source
64Backlinks
48Referring domains
12Domain authority
-11.1%Referring domains · 90 days

Authority & distribution

How strong is MantaGuard’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

64Current snapshot

Referring domains

48Current snapshot

Authority

12Domain authority · category median 21

90-day move

-11.1%Referring domains, last 90 days
At 12, MantaGuard 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.

See the trajectoryOpen the full profile

AI referral visibility

Which AI assistants are already sending MantaGuard traffic?

Measured · Pro

Measured for this product: AI referral traffic.

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Product profile

What MantaGuard is selling.

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

“MantaGuard”

MantaGuard is a browser extension that detects and blocks AI-generated images, helping users browse online safely and avoid misinformation.

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://www.mantaguard.com

Observed across 1 discovery source.

Research questions

What the evidence answers about MantaGuard.

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 primary function of MantaGuard?

MantaGuard is a browser extension that detects and blocks AI-generated images, helping users browse online safely and avoid misinformation. This core function is stated on its homepage and in its description.

What problem does MantaGuard aim to solve for its users?

It solves the problem of encountering and being misled by AI-generated images online, helping users browse safely and avoid misinformation. This is its core value proposition.

Who is the target audience for MantaGuard?

MantaGuard is for any internet user concerned about encountering AI-generated content and misinformation. Its function is broadly applicable to general web browsing.

In which product category is MantaGuard classified?

MantaGuard is classified under the 'Research & Analysis' category, with a stated reason that its function involves analyzing and verifying AI-generated images for content authenticity.

What is MantaGuard?

MantaGuard is a browser extension designed to detect and block AI-generated images during web browsing to enhance safety and combat misinformation.

5 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 MantaGuard 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