Software Alternatives & Startups
Register | Login

Fileverity VS Sightengine

Compare Fileverity VS Sightengine and see what are their differences

Fileverity

Detect AI-generated and edited images and AI-written documents. Files are never retained, reports are traceable, and Enterprise runs on-premises, fully offline.

Rating
0 reviews
1 VibeVoted session
Alternatives Is it good?
Sightengine

Effortless moderation of user-submitted photos. Instantly detect nudity and adult content with our easy-to-use API, for a fraction of the cost of human moderation

Rating
5.0 · 1 review
Promote on VibeVoted
Alternatives Is it good?
Sable by SubRosa
Sable is a multi-tenant compliance and vendor risk platform for MSPs and growing companies, backed by an in-house security team for pen testing, SOC monitoring and incident response. The platform and the people to act on it. sponsored

Which is more popular?

Based on our record, Sightengine seems to be more popular. It has been mentioned 3 times since March 2021.

social mentions
0 vs 3
InsurTech popularity
100% vs 0%
alternatives listed
8 vs 63

Base details

Website, pricing, platforms and company facts side by side.

Fileverity
Sightengine
Website fileverity.com sightengine.com
Pricing
Official pricing
Official pricing
Company Startup from Canada · 10 - 19 employees · 2026 —
Listed in
AI Detection AI Detection Tool Fraud Detection And Prevention Fraud Detection InsurTech Governance, Risk And Compliance Auditing And Compliance Content Credentials Deepfake Detection AI AI Tools File Management +9
Image Processing Image Tools AI AI Detection +1

About Fileverity and Sightengine

In their own words, as submitted to SaaSHub.

Fileverity
Sightengine

Fileverity checks whether an image was AI-generated or edited, and whether a PDF, Word or text file was written by AI. Image analysis locates edited regions to the pixel, reads Content Credentials (C2PA), watermarks and AI labels, and examines metadata in one check. Document analysis flags...

Read more about Fileverity

No description of Sightengine yet.

Features and specs

What each product offers, as listed by its team.

Fileverity 8 features
Sightengine 5 features
  • AI-generated image detection
    Tells you whether a photo was generated by AI, using Fileverity's own detection models across the major generator families. One check covers every major generator, not just one vendor's watermark.
  • Edited regions located to the pixel
    Pro analysis finds local edits such as AI inpainting, copy-move and retouching, and marks exactly where the image was changed. You get evidence you can point to, not just a score.
  • Content Credentials, watermarks and metadata
    Reads C2PA Content Credentials, AI labels, watermarks and EXIF metadata in the same check. Results are reported as recorded in the file, so reviewers can see what each signal does and does not show.
  • AI-written document detection
    Checks PDF, Word and text files for AI-written text in English, French, German, Spanish and Chinese. It flags the passages that drive the result by page or paragraph, and gives a recommended next step.
  • PDF metadata and edit history
    Every document report lists the creating and saving software, created and modified dates, and how many times the PDF was saved after creation. It also shows whether a digital signature is present.
  • Verifiable, timestamped reports
    Each report is bound to the exact file by its SHA-256 fingerprint and timestamped by DigiCert under RFC 3161. You get a sealed PDF and a JSON record, and anyone can confirm the report on a public verification page.
  • Files never retained
    Files are deleted as soon as the analysis is complete. Nothing is kept or used for training. The report keeps only a fingerprint and the findings.
  • Enterprise: API and on-premises deployment
    Volume pricing, API integration, custom risk policies and a data processing agreement. Fileverity can also run inside your own infrastructure, fully offline, for regulated teams in insurance, banking and legal.
  • Comprehensive Image Moderation
    Sightengine offers a wide range of image moderation features that can detect nudity, offensive content, and unwanted objects. This makes it suitable for various platforms that require content filtering.
  • Ease of Integration
    The platform provides well-documented APIs and SDKs for easy integration into existing systems, supporting languages like Python, PHP, Ruby, and more.
  • Real-time Processing
    Sightengine is capable of processing images in real time, which is essential for applications requiring quick responses, such as live streaming moderation.
  • Multi-platform Support
    The service can be used across various platforms, including web and mobile applications, allowing flexibility in deployment.
  • High Customizability
    Users can adjust the sensitivity and settings to better fit their specific moderation needs, providing a tailored solution.

Possible disadvantages

  • Limited Free Tier
    The free tier is often not sufficient for larger applications, which may incur higher costs as usage increases.
  • False Positives
    There can be instances of false positives where non-offensive content is flagged, requiring manual review.
  • Privacy Concerns
    As with any content moderation service, there may be privacy considerations, especially regarding image data handling and storage.
  • Dependency on Network Connection
    As a cloud-based service, Sightengine requires a stable internet connection, which might not be ideal for all environments.
  • Learning Curve
    Even though the API documentation is comprehensive, there can still be a learning curve for developers who are not familiar with integrating third-party services.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Fileverity
Sightengine
100% 100%
InsurTech
0% 0%
0% 0%
AI
100% 100%
100% 100%
Governance, Risk And Compliance
0% 0%
0% 0%
AI Detection
100% 100%

Questions & Answers

As answered by people managing Fileverity and Sightengine.

Why should a person choose your product over its competitors?

Fileverity's answer

Evidence, not just a label. Edited regions are located to the pixel, and flagged passages are referenced by page or paragraph.

One check for many generators. It examines the content itself across the major model families, so you don't need a separate tool for each vendor's watermark.

Images and documents in one place. Check claim photos, receipts and documents in a single workflow, in five languages.

Reports you can file. Fingerprinted, timestamped and sealed reports that anyone can verify, even without Fileverity.

Privacy by design. Files are never retained or used for training, and on-premises deployment is available.

Pay per report. Start free, with no subscription.

What makes your product unique?

Fileverity's answer

Fileverity checks both images and documents, and every finding comes with a record that holds up when someone questions it. Instead of a single score, it shows where the evidence is: the edited region in a photo, or the AI-written passages in a document. It also reads Content Credentials (C2PA), watermarks, AI labels and file metadata in the same check. Each report is bound to the exact file by its SHA-256 fingerprint, timestamped by DigiCert under RFC 3161, sealed as a PDF and verifiable on a public page. Files are deleted after analysis and never used for training, and Enterprise customers can run Fileverity fully offline inside their own infrastructure.

How would you describe the primary audience of your product?

Fileverity's answer

Teams that have to decide whether a file can be trusted, and keep a record of why. That includes insurance claims handlers and anti-fraud (SIU) teams reviewing claim photos and documents, finance and expense teams checking receipts and invoices, legal and compliance teams, newsrooms and fact-checkers verifying images, and marketplaces and platforms reviewing user submissions. Individuals can also use the free checks to see whether an image is AI-generated or edited.

What's the story behind your product?

Fileverity's answer

Generative AI has made fabricated evidence look convincing. A fake damage photo, an AI-edited receipt or an AI-written claim letter no longer gives itself away through obvious mistakes. Most detection tools answer with a single score and keep the uploaded files, which doesn't work for teams whose decisions may later be challenged. Fileverity was built in Toronto by Entogo Inc. to close that gap. It runs on detection models built in-house, shows the evidence behind every finding, publishes its error rates, and issues a report that can be verified independently. The aim is to support human reviewers, not replace them.

Which are the primary technologies used for building your product?

Fileverity's answer

Proprietary detection models, including FVDOC V3 for AI-written documents

Image forensics for local edits, compression history and pixel consistency

C2PA Content Credentials and AI-label reading

SHA-256 file fingerprinting

RFC 3161 trusted timestamps from DigiCert

Sealed PDF reports with JSON data

User comments

Share your experience with using Fileverity and Sightengine. For example, how are they different and which one is better?

Log in or Post with

Reviews and articles

External articles and on-site reviews we used to compare the two products.

Fileverity no reviews yet
Sightengine 5.0 · 1 review

We have no reviews of Fileverity yet. Be the first one to post

  • Very happy with their content moderation
    SaaSHub review
    · Oct 2020

    We were looking for a scalable way to moderate all our images and text messages. Very happy with the Sightengine integration: very flexible in terms of how and what you filter, works great for us! We started with...

Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

Fileverity 0 mentions
Sightengine 3 mentions

Tracking Fileverity since Oct 2026.

Alternatives to Fileverity and Sightengine

When comparing Fileverity and Sightengine, you can also consider the following products.

Loading...