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Content Authenticity

The Web Is Filling with AI Slop-
Know What's Real

Generative AI has made it trivial to mass-produce sites that exist only to capture ad dollars, we've tracked a 717% surge
in AI-generated template sites in a single year. DeepSee detects AI-generated text and imagery, low-effort and
templated content, and inauthentic authorship, so you can tell a real editorial environment from a synthetic content mill.

Schedule A Demo
717%
year-over-year surge in AI-generated template sites
226K
domains flagged as template sites (AI/low-effort content patterns)
54 days
average from domain registration to running ads on AI content mills
UNDERSTANDING WHAT IS REAL

AI Is Now Everywhere

AI Text & Image Detection

DeepSee scans page content for drugs, gambling, adult material, and firearms- the four categories that most often sit outside a brand's comfort zone. Each is flagged independently, so you see exactly which sensitive content appears rather than a single vague "unsafe" verdict.

Template & Low-Effort Content Flags

Sites are checked for the reused layouts, generic content, and low design uniqueness that characterize mass-produced "slop," and classified under our ACT framework (Arbitrage, Clutter, Template). These patterns correlate directly with the ephemeral, low-value inventory that burns budget in the first 60 days and then disappears.

Author Authenticity

DeepSee evaluates whether a site's bylines look like real people- flagging admin-only authorship, author names that simply echo the domain, and inorganic author profiles. Genuine human authorship is a strong positive quality signal; fabricated attribution is a hallmark of template sites.

UNDERSTANDING WHAT IS REAL

AI Is Now Everywhere

AI Text & Image Detection

DeepSee scans page content for drugs, gambling, adult material, and firearms- the four categories that most often sit outside a brand's comfort zone. Each is flagged independently, so you see exactly which sensitive content appears rather than a single vague "unsafe" verdict.

Template & Low-Effort Content Flags

Sites are checked for the reused layouts, generic content, and low design uniqueness that characterize mass-produced "slop," and classified under our ACT framework (Arbitrage, Clutter, Template). These patterns correlate directly with the ephemeral, low-value inventory that burns budget in the first 60 days and then disappears.

Author Authenticity

DeepSee evaluates whether a site's bylines look like real people- flagging admin-only authorship, author names that simply echo the domain, and inorganic author profiles. Genuine human authorship is a strong positive quality signal; fabricated attribution is a hallmark of template sites.

"DeepSee plays an essential role in our evaluation and classification of domains, helping us spend budgets in the most brand safe and ad friendly environments possible."
Robin Strauss
Sr. Director, Ad Operations
"In tackling the challenges of a post-cookie advertising world, our collaboration with DeepSee.io has been instrumental. They equip us with comprehensive site intelligence and actionable data, enabling the curation of premium programmatic inventory strategies."
David Nyurenberg
Director
"Mediavine's core business strategy has always been to monetize and support human content creators. We've turned to DeepSee to aid us in monitoring quality across our publisher set of over 11,000 sites, giving advertisers the reassurance necessary to successfully capitalize on the open internet."
Brad Hagmann
Sr. Vice President, Operations
"DeepSee tools enable our teams to get a head start on troubleshooting partner issues. This saves our team valuable time allowing us to scale and spend more time focused on driving revenue with more partners."
Scott Wolke
Director, Publisher Operations
"Deepsee has been key in identifying MFA websites for our global client [...]As a result, our client has been able to stop media spends on MFA websites and optimise the use of their media budget."
Louis Herbier
Account Director
"DeepSee plays an essential role in our evaluation and classification of domains, helping us spend budgets in the most brand safe and ad friendly environments possible."
Robin Strauss
Sr. Director, Ad Operations
"In tackling the challenges of a post-cookie advertising world, our collaboration with DeepSee.io has been instrumental. They equip us with comprehensive site intelligence and actionable data, enabling the curation of premium programmatic inventory strategies."
David Nyurenberg
Director
"Mediavine's core business strategy has always been to monetize and support human content creators. We've turned to DeepSee to aid us in monitoring quality across our publisher set of over 11,000 sites, giving advertisers the reassurance necessary to successfully capitalize on the open internet."
Brad Hagmann
Sr. Vice President, Operations
"DeepSee tools enable our teams to get a head start on troubleshooting partner issues. This saves our team valuable time allowing us to scale and spend more time focused on driving revenue with more partners."
Scott Wolke
Director, Publisher Operations
"Deepsee has been key in identifying MFA websites for our global client [...]As a result, our client has been able to stop media spends on MFA websites and optimise the use of their media budget."
Louis Herbier
Account Director