Shiplight AI VS ProjectDiscovery Neo
Compare Shiplight AI VS ProjectDiscovery Neo, what is the difference between Shiplight AI and ProjectDiscovery Neo?
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Summarize
Shiplight AI summarize
Shiplight AI Landing Page
ProjectDiscovery Neo summarize
ProjectDiscovery Neo Landing Page
Compare Details
Shiplight AI details
| Categories | AI Testing, AI Developer Tools |
| Shiplight AI Website | https://www.shiplight.ai?utm_source=toolify |
| Added Time | April 15 2026 |
| Shiplight AI Pricing | -- |
ProjectDiscovery Neo details
| Categories | AI Testing, AI Agent, AI Developer Tools |
| ProjectDiscovery Neo Website | https://projectdiscovery.io?utm_source=toolify |
| Added Time | August 12 2026 |
| ProjectDiscovery Neo Pricing | -- |
Comparison of usage
How to use Shiplight AI?
Option 1: No-code workflow - Open Shiplight’s visual interface - Interact with your application in a real browser - Use natural language to refine test steps - Save flows to generate regression tests Option 2: Developer / agentic workflow - Connect Shiplight via MCP, CLI, or Skills in your workflow - Write intent-based YAML tests that are easy to read and maintain - Run tests locally, in CI, or alongside Playwright workflows Let Shiplight auto-heal tests as your UI evolves Across both workflows - Run tests in any CI environment or on demand - Get reports, insights, and root cause analysis for failures Learn more: https://docs.shiplight.ai/
How to use ProjectDiscovery Neo?
Sign up for Neo, select a Pay as you go or Enterprise plan, and connect your applications, repositories, cloud environments, and exposed assets. Use credits to run workflows such as application pentesting, reconnaissance, PR security reviews, and vulnerability triage. Neo maps assets, executes security tests, reproduces findings through a separate verifier, and routes confirmed vulnerabilities to engineering teams.
Compare Pros between Shiplight AI and ProjectDiscovery Neo
Core features of Shiplight AI
- Automatically creates and maintains tests with near-zero maintenance
- Intent-based YAML tests that describe behavior, not selectors
- Self-healing execution that adapts to UI changes
- Works across no-code and agentic workflows
- Runs with Playwright and any CI environment
Core features of ProjectDiscovery Neo
- AI-powered application and API pentesting
- Real-time attack surface mapping and exposure analysis
- Code and pull request security reviews
- Automated vulnerability triage and independent finding verification
- Red teaming and custom security automation
- Cloud, repository, Slack, GitHub, and infrastructure integrations
- Continuous testing informed by memory, previous findings, and community detection knowledge
- Coverage for new CVEs, CISA KEVs, public exploits, and emerging attack techniques
Compare Use Cases
Use cases for Shiplight AI
- End-to-end testing for modern web applications
- Regression testing without manual maintenance
- Embedding testing into developer and agent workflows
- Enabling cross-functional teams to contribute to testing
Use cases for ProjectDiscovery Neo
- Continuously discover and test domains, APIs, endpoints, ports, cloud services, and exposed assets
- Run full application and API penetration tests without manually coordinating multiple tools
- Review pull requests for security vulnerabilities before code reaches production
- Triage and reproduce reported vulnerabilities to reduce false positives
- Monitor large cloud environments for exploitable weaknesses and exposure
- Automate reconnaissance and red-team workflows across continuously changing infrastructure
Different Plan between Shiplight AI and ProjectDiscovery Neo
Shiplight AI
Free
Use the Shiplight plugin and YAML testing framework for free with your own API key
TBD
Managed usage, advanced features, and improved developer workflows
Custom
Full platform access with advanced features, security, and dedicated support
ProjectDiscovery Neo
Starts at $250 per month
Includes 50 credits per seat, with additional credits available at $5 per credit. Supports application and API pentesting, attack surface management, code and PR review, red teaming, vulnerability triage, custom automation, integrations, and other listed workflows.
Contact for pricing
Includes Pay as you go features plus volume credit discounts, BYOK, internal network auditing, SSO and SAML, dedicated VPC deployment, static egress IPs, unlimited seats, organizational spend controls, and dedicated support.
Shiplight AI's traffic
Shiplight AI is the one with 27.9K monthly visits and 00:00:24 Avg.visit duration. Shiplight AI has a Page per visit of 2.36 and a bounce rate of 39.90%.
Visit Over Time
| Monthly Visits | 27.9K |
| Avg·visit Duration | 00:00:24 |
| Page per Visit | 2.36 |
| Bounce Rate | 39.90% |
ProjectDiscovery Neo's traffic
ProjectDiscovery Neo is the one with 121.6K monthly visits and 00:00:45 Avg.visit duration. ProjectDiscovery Neo has a Page per visit of 2.60 and a bounce rate of 41.97%.
Visit Over Time
| Monthly Visits | 121.6K |
| Avg·visit Duration | 00:00:45 |
| Page per Visit | 2.60 |
| Bounce Rate | 41.97% |
Geography
The top 5 countries/regions for Shiplight AI are:United States 17.59%, Thailand 14.69%, Indonesia 13.24%, Vietnam 12.67%, India 10.22%
Top 5 Countries/regions
 | 17.59% |
 | 14.69% |
 | 13.24% |
 | 12.67% |
 | 10.22% |
Geography
The top 5 countries/regions for ProjectDiscovery Neo are:United States 20.84%, United Kingdom 10.62%, India 10.46%, Indonesia 6.54%, Germany 6.29%
Top 5 Countries/regions
| 20.84% |
 | 10.62% |
| 10.46% |
| 6.54% |
 | 6.29% |
Traffic Sources
The 6 main sources of traffic to Shiplight AI are:Direct 39.93%, vs_sourcesSearchOrganic 32.56%, Referrals 10.44%, vs_sourcesSocialOrganic 5.81%, vs_sourcesDisplayAds 2.87%, Mail 2.80%, vs_sourcesAffiliate 1.74%, vs_sourcesGenAi 1.66%, vs_sourcesSearchPaid 1.51%, vs_sourcesSocialPaid 0.68%
Direct | 39.93% |
vs_sourcesSearchOrganic | 32.56% |
Referrals | 10.44% |
vs_sourcesSocialOrganic | 5.81% |
vs_sourcesDisplayAds | 2.87% |
Mail | 2.80% |
vs_sourcesAffiliate | 1.74% |
vs_sourcesGenAi | 1.66% |
vs_sourcesSearchPaid | 1.51% |
vs_sourcesSocialPaid | 0.68% |
Traffic Sources
The 6 main sources of traffic to ProjectDiscovery Neo are:Direct 44.94%, vs_sourcesSearchOrganic 32.84%, Referrals 12.82%, vs_sourcesSocialOrganic 6.42%, vs_sourcesGenAi 1.78%, Mail 0.87%, vs_sourcesSocialPaid 0.34%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%
Direct | 44.94% |
vs_sourcesSearchOrganic | 32.84% |
Referrals | 12.82% |
vs_sourcesSocialOrganic | 6.42% |
vs_sourcesGenAi | 1.78% |
Mail | 0.87% |
vs_sourcesSocialPaid | 0.34% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
vs_sourcesSearchPaid | 0.00% |
Which is better: Shiplight AI or ProjectDiscovery Neo?
ProjectDiscovery Neo might be a bit more popular than Shiplight AI.As you can see, Shiplight AI has 27.9K monthly visits, while ProjectDiscovery Neo has 121.6K monthly visits. So more people choose ProjectDiscovery Neo. So the odds are that people will recommend ProjectDiscovery Neo more on social platforms.
Shiplight AI has an Avg.visit duration of 00:00:24, while ProjectDiscovery Neo has an Avg.visit duration of 00:00:45. Also, Shiplight AI has a page per visit of 2.36 and a Bounce Rate of 39.90%. ProjectDiscovery Neo has a page per visit of 2.60 and a Bounce Rate of 41.97%.
The main users of Shiplight AI are United States, Thailand, Indonesia, Vietnam, India, with the following distribution: 17.59%, 14.69%, 13.24%, 12.67%, 10.22%.
The main users of ProjectDiscovery Neo are United States, United Kingdom, India, Indonesia, Germany, with the following distribution: 20.84%, 10.62%, 10.46%, 6.54%, 6.29%.
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