ShieldLabs VS Merge
Compare ShieldLabs VS Merge, what is the difference between ShieldLabs and Merge?
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Summarize
ShieldLabs summarize
ShieldLabs Landing Page
Merge summarize
Merge Landing Page
Compare Details
ShieldLabs details
| Categories | AI API, AI Developer Tools |
| ShieldLabs Website | https://shieldlabs.ai?utm_source=toolify |
| Added Time | September 17 2026 |
| ShieldLabs Pricing | -- |
Merge details
| Categories | AI API, AI Agent, AI Developer Tools, AI Workflow |
| Merge Website | https://www.merge.dev?utm_source=toolify |
| Added Time | September 10 2026 |
| Merge Pricing | -- |
Comparison of usage
How to use ShieldLabs?
1. Sign up for free at app.shieldlabs.ai and add your domain. 2. Paste the JavaScript snippet (or install the React, Next.js, WordPress or Shopify SDK) on the pages you want to protect. 3. Receive the risk score, named risk signals and High-Risk Events by webhook, or read them through the API by request ID, visitor ID, device ID or IP. 4. Use the result in your own flow: gate free quotas, ask for extra verification or block abusive signups, and watch traffic quality in the analytics dashboard.
How to use Merge?
Choose the Merge product that matches your needs, integrate its APIs or SDKs, and connect customer or employee accounts through Merge Link or other supported authentication methods. Use Merge Unified to sync data between applications, Agent Handler to let agents perform authorized actions, and Gateway to route LLM requests. Configure permissions, synchronization, monitoring, and usage controls from the Merge platform.
Compare Pros between ShieldLabs and Merge
Core features of ShieldLabs
- Bot and AI agent detection
- 300+ device and network risk signals: VPN, proxy, Tor, anti-detect browser and automation detection
- 0-100 risk score for every visitor, user, device and IP address, 99.9% identification accuracy
- High-Risk Events out of the box: multi-accounting, account sharing, account takeover, impossible travel
Core features of Merge
- Unified API for connecting products to hundreds of HR, payroll, ATS, CRM, ticketing, accounting, and file storage platforms
- Agent Handler for enabling authenticated AI agent actions across thousands of pre-built tools
- LLM Gateway for routing model requests with spend controls, fallback support, and performance visibility
- Embedded Merge Link and Magic Link for connecting customer accounts
- Normalized data models with read and write access
- Real-time monitoring, logs, issue detection, and integration observability
- Field-level scopes, selective sync, configurable permissions, and audit logging
- Enterprise security and compliance, including SOC 2 Type II, ISO 27001, HIPAA, GDPR, RBAC, and SAML SSO
- Custom synchronization frequencies, webhooks, remote data, field mappings, and custom objects
- Developer tools, SDKs, documentation, testing accounts, and go-live support
Compare Use Cases
Use cases for ShieldLabs
- Stop free-trial abuse: detect one person creating many accounts to reuse the free plan.
- Stop bonus, promo and referral abuse in iGaming, fintech and e-commerce.
- Score traffic quality by source, channel and campaign to find ad fraud and bot traffic.
Use cases for Merge
- Sync customer data from HRIS, CRM, accounting, ticketing, and other systems into an AI product
- Power enterprise search and RAG applications with continuously synchronized customer data
- Enable AI agents to perform actions in tools such as Slack, Google Drive, Jira, Salesforce, and other enterprise systems
- Automatically route LLM requests to reduce model costs while maintaining performance
- Auto-provision users and permissions using real-time HR employee data
- Reconcile vendor bills and payments between a product and accounting platforms
- Analyze project status using ticketing and collaboration data
- Provide financial analysis using transaction data
- Build candidate sourcing and HR technology workflows
Different Plan between ShieldLabs and Merge
ShieldLabs
$0
5,000 one-time identifications, API, webhooks and support included
$99/month
25,000 identifications per month
$399/month
150,000 identifications per month
$999/month
500,000 identifications per month, up to 20% off yearly
Merge
Free for the first 3 production Linked Accounts; $650 per month for up to 10 total production Linked Accounts
For early-stage startups building a proof of concept. Includes unlimited data usage, access to production integrations, normalized data, read and write access, Embedded Merge Link, Magic Link, a 100 requests-per-minute rate limit, 3-day log retention, up to 3 test Linked Accounts, email support, and sandbox access for the first 60 days. Additional Linked Accounts cost $65 each, with volume discounts available.
Contract-based pricing
For companies powering deep integration use cases. Adds custom fields, field-level scopes, custom sync frequencies, 60-day access to developer sandboxes, higher rate limits, longer log retention, enhanced customization, email and chat support, and go-live support packages.
Contract-based pricing
For large companies requiring white-glove security, support, and infrastructure. Includes enterprise security features such as Audit Trail, premium go-live support, unlimited sandbox access, a dedicated account manager, a shared Slack channel, and support and uptime SLAs.
ShieldLabs's traffic
ShieldLabs is the one with 253 monthly visits and 00:00:00 Avg.visit duration. ShieldLabs has a Page per visit of 1.02 and a bounce rate of 36.44%.
Visit Over Time
| Monthly Visits | 253 |
| Avg·visit Duration | 00:00:00 |
| Page per Visit | 1.02 |
| Bounce Rate | 36.44% |
Merge's traffic
Merge is the one with 333.2K monthly visits and 00:01:15 Avg.visit duration. Merge has a Page per visit of 2.88 and a bounce rate of 41.98%.
Visit Over Time
| Monthly Visits | 333.2K |
| Avg·visit Duration | 00:01:15 |
| Page per Visit | 2.88 |
| Bounce Rate | 41.98% |
Geography
The top 1 countries/regions for ShieldLabs are:India 100.00%
Top 1 Countries/regions
 | 100.00% |
Geography
The top 5 countries/regions for Merge are:United States 28.51%, India 7.06%, United Kingdom 3.76%, Brazil 3.69%, Thailand 2.43%
Top 5 Countries/regions
 | 28.51% |
| 7.06% |
 | 3.76% |
 | 3.69% |
 | 2.43% |
Traffic Sources
The 6 main sources of traffic to ShieldLabs are:Direct 35.42%, vs_sourcesSearchOrganic 31.90%, Referrals 11.90%, vs_sourcesSocialOrganic 5.70%, Mail 4.17%, vs_sourcesDisplayAds 4.17%, vs_sourcesAffiliate 2.36%, vs_sourcesGenAi 2.09%, vs_sourcesSearchPaid 1.43%, vs_sourcesSocialPaid 0.84%
Direct | 35.42% |
vs_sourcesSearchOrganic | 31.90% |
Referrals | 11.90% |
vs_sourcesSocialOrganic | 5.70% |
Mail | 4.17% |
vs_sourcesDisplayAds | 4.17% |
vs_sourcesAffiliate | 2.36% |
vs_sourcesGenAi | 2.09% |
vs_sourcesSearchPaid | 1.43% |
vs_sourcesSocialPaid | 0.84% |
Traffic Sources
The 6 main sources of traffic to Merge are:Direct 36.49%, vs_sourcesSearchOrganic 35.79%, vs_sourcesSocialOrganic 8.94%, Referrals 8.11%, vs_sourcesGenAi 4.65%, vs_sourcesSearchPaid 2.39%, vs_sourcesDisplayAds 1.52%, vs_sourcesSocialPaid 1.48%, Mail 0.63%, vs_sourcesAffiliate 0.00%
Direct | 36.49% |
vs_sourcesSearchOrganic | 35.79% |
vs_sourcesSocialOrganic | 8.94% |
Referrals | 8.11% |
vs_sourcesGenAi | 4.65% |
vs_sourcesSearchPaid | 2.39% |
vs_sourcesDisplayAds | 1.52% |
vs_sourcesSocialPaid | 1.48% |
Mail | 0.63% |
vs_sourcesAffiliate | 0.00% |
Which is better: ShieldLabs or Merge?
Merge might be a bit more popular than ShieldLabs.As you can see, ShieldLabs has 253 monthly visits, while Merge has 333.2K monthly visits. So more people choose Merge. So the odds are that people will recommend Merge more on social platforms.
ShieldLabs has an Avg.visit duration of 00:00:00, while Merge has an Avg.visit duration of 00:01:15. Also, ShieldLabs has a page per visit of 1.02 and a Bounce Rate of 36.44%. Merge has a page per visit of 2.88 and a Bounce Rate of 41.98%.
The main users of ShieldLabs are India, with the following distribution: 100.00%.
The main users of Merge are United States, India, United Kingdom, Brazil, Thailand, with the following distribution: 28.51%, 7.06%, 3.76%, 3.69%, 2.43%.
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