AI makes mistakes. Superficial fixes them.
Superficial is the audit layer for AI, built to eliminate hallucinations and make large language models reliable for high-stakes, real-world applications.





Check the accuracy of any AI model output
Limited public preview of Superficial's AI audit capabilities. Accuracy scoring is based on our Superfacts Benchmark.

Superficial API
A developer-first API for deterministically verifying AI-generated content to eliminate hallucinations with speed, scale, and control before they impact users.
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Superficial App
Instantly eliminate hallucinations from any AI output - no setup or integration required. Verify against any source with automatic corrections applied in-line.
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Superficial Enterprise
Deploy complete hallucination elimination across your organisation with custom controls, SLAs, and fully traceable, compliance-ready audit trails.
Learn moreA powerful auditor for high-stakes AI use cases
Built to meet the demands of the EU AI Act
The EU AI Act requires high-risk systems to be transparent, auditable, and grounded in verifiable evidence. Superficial delivers deterministic claim verification, full audit trails, and exportable compliance reports - all by design.
Compliance isn't optional, and with Superficial, it isn't manual either.

Benchmarks
Superficial-audited models achieve an average 99.5% one-shot factual accuracy on Google DeepMind's FACTS Benchmark.
Model outputs are scored using Google DeepMind's FACTS benchmark. When a model's response is marked "inaccurate" by FACTS, we one-shot enhance it using Superficial's audit results and re-score it with FACTS to independently measure Superficial's accuracy gains.
Our models
Low-latency, high precision claim extraction and grounding models with deterministic post-verification to ensure traceable, high-reliability AI outputs.
Flash 1
Our fastest, most affordable model for real-time, lower stakes use cases.
Pro 1
Our balanced model with low latency and high claim granularity for most applications
Ultra 1
Our highest claim granularity with expansive grounding effort for critical, zero-miss, high-stakes uses.
If it's not verified, it's a vulnerability.
Start eliminating hallucinations across your workflows