Clearview AI

Name: Clearview AI
Brand: Clearview AI
Rating: 3.2 (1 reviews)

Revolutionary investigative software, powered by facial recognition.

Est 2017|Valuation $130M|Raised $38.4M|27 Ref Customers

LinkedIn 6K|Web traffic 136K|FTEs 37|HQ Houston, Texas, US

01Competitive Landscape

Narrative analysis

Areas where Clearview’s approach provides potential advantages: - Open-web discovery: When a subject has an online presence not available in official repositories, a web-index approach may identify leads where mugshot-only systems do not. - Rapid candidate retrieval: The search workflow targets quick candidate list generation to support investigative triage. Where alternatives may be preferable: - Vendors focused on official datasets (IDEMIA, NEC, Thales) can offer clearer provenance for image sources and may be easier to defend in oversight or legal contexts because inputs are institutionally controlled. - Consumer-facing tools (PimEyes and similar) are more accessible but present different governance and abuse risks and are not purpose-built for law-enforcement workflows. Accuracy and testing observations: - The vendor references NIST FRVT results and other industry testing. Independent biometrics reporting indicates that multiple vendors — including incumbents such as IDEMIA and NEC — perform strongly in particular test categories; comparative performance depends on test conditions, the specific algorithm version tested, and operational use cases. Market-adoption signals: - The vendor has reported historical adoption claims in press materials. Buyers should validate current active usage versus historical pilot activity.

	Clearview AI	IDEMIA (Public Security)	PimEyes
Starting Price	Not publicly listed; a procurement example showed a low five-figure, multi-year contract in one county report	Not publicly listed (often contract-based)	Public plans reported (consumer pricing commonly published)
Typical Use Case	U.S. government and law-enforcement investigative searches that leverage open-web image sources	Police agencies matching against institutionally obtained image repositories (mugshots, ID photos)	Individuals or investigators searching the web for face matches (consumer/prosumer product)
Key Strength	Large open-web image index and an investigative search workflow	Institutional deployments, integration with booking/RMS systems, datasets sourced from official repositories	Consumer access and transparent pricing; ease of use (but with documented abuse concerns)
Key Weakness	Legal and ethical controversy; jurisdictional restrictions; reputational and procurement risk	Typically constrained to available official images (may not find subjects only present on the open web)	Accessibility raises misuse risks; not tailored for law-enforcement governance controls

01Competitive Landscape

Narrative analysis

Areas where Clearview’s approach provides potential advantages:

Open-web discovery: When a subject has an online presence not available in official repositories, a web-index approach may identify leads where mugshot-only systems do not.
Rapid candidate retrieval: The search workflow targets quick candidate list generation to support investigative triage.

Where alternatives may be preferable:

Vendors focused on official datasets (IDEMIA, NEC, Thales) can offer clearer provenance for image sources and may be easier to defend in oversight or legal contexts because inputs are institutionally controlled.
Consumer-facing tools (PimEyes and similar) are more accessible but present different governance and abuse risks and are not purpose-built for law-enforcement workflows.

Accuracy and testing observations:

The vendor references NIST FRVT results and other industry testing. Independent biometrics reporting indicates that multiple vendors — including incumbents such as IDEMIA and NEC — perform strongly in particular test categories; comparative performance depends on test conditions, the specific algorithm version tested, and operational use cases.

Market-adoption signals:

The vendor has reported historical adoption claims in press materials. Buyers should validate current active usage versus historical pilot activity.

	Clearview AI	IDEMIA (Public Security)	PimEyes
Starting Price	Not publicly listed; a procurement example showed a low five-figure, multi-year contract in one county report	Not publicly listed (often contract-based)	Public plans reported (consumer pricing commonly published)
Typical Use Case	U.S. government and law-enforcement investigative searches that leverage open-web image sources	Police agencies matching against institutionally obtained image repositories (mugshots, ID photos)	Individuals or investigators searching the web for face matches (consumer/prosumer product)
Key Strength	Large open-web image index and an investigative search workflow	Institutional deployments, integration with booking/RMS systems, datasets sourced from official repositories	Consumer access and transparent pricing; ease of use (but with documented abuse concerns)
Key Weakness	Legal and ethical controversy; jurisdictional restrictions; reputational and procurement risk	Typically constrained to available official images (may not find subjects only present on the open web)	Accessibility raises misuse risks; not tailored for law-enforcement governance controls

Clearview AI

01Competitive Landscape

Narrative analysis

02Market Map

01Competitive Landscape

Narrative analysis

02Market Map