Mireye VS ShieldLabs
Compare Mireye VS ShieldLabs, what is the difference between Mireye and ShieldLabs?
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Summarize
Mireye summarize
Mireye is an infrastructure platform that connects AI agents to real-world geographic and environmental data through a single API and MCP server. It provides cited answers to location-based questions, pulling from authoritative sources such as USGS, FEMA, NOAA, and EPA. Agents can query elevation, flood zones, soil types, utility infrastructure, and dozens of other physical-world signals for any US coordinate. Mireye supports major AI platforms including Claude, ChatGPT, Gemini, and custom agents, and returns structured responses with source attribution, fetch timestamps, and confidence scores. It is backed by Y Combinator and targets sectors such as data center siting, renewable energy, insurance underwriting, and commercial lending.
Mireye Landing Page
ShieldLabs summarize
ShieldLabs Landing Page
Compare Details
Mireye details
| Categories | AI API, AI Agent, AI Developer Tools, AI For Data Analytics |
| Mireye Website | https://www.mireye.com?utm_source=toolify |
| Added Time | September 15 2026 |
| Mireye Pricing | -- |
ShieldLabs details
| Categories | AI API, AI Developer Tools |
| ShieldLabs Website | https://shieldlabs.ai?utm_source=toolify |
| Added Time | September 17 2026 |
| ShieldLabs Pricing | -- |
Comparison of usage
How to use Mireye?
Connect an AI agent to Mireye through its API or MCP server. Use /v1/geocode to convert a US address into coordinates, /v1/lookup to retrieve parcel and location context, /v1/fetch to request cited fields or presets, /v1/ask to ask natural-language questions, and /v1/proximity to calculate distances, drive times, nearest infrastructure, or labor sheds. Each response provides structured results with citations, timestamps, confidence levels, and usage information. If a required field is unavailable, submit a request through /v1/field-requests.
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.
Compare Pros between Mireye and ShieldLabs
Core features of Mireye
- Cited physical-world and environmental data for US locations
- API and MCP integration for AI agents
- Natural-language location questions through /v1/ask
- Address geocoding with stated accuracy and confidence
- Parcel, county, census, elevation, flood, soil, utility, and infrastructure lookups
- Batch field retrieval with source URLs, fetch timestamps, and confidence scores
- Driving distance, proximity, nearest-infrastructure, screening, and labor-shed analysis
- Field request workflow for data not yet available in the catalog
- Support for Claude, ChatGPT, Gemini, Cursor, Grok, Copilot, DeepSeek, and custom agents
- Typed refusals for low-confidence matches and unsupported requests
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
Compare Use Cases
Use cases for Mireye
- Screen data center sites for slope, flood zones, transmission lines, substations, and interconnection queues
- Evaluate renewable energy sites using solar irradiance, slope, aspect, soils, land cover, and grid proximity
- Support insurance underwriting with flood zones, wind risk, coastal exposure, wetlands, and hazard data
- Perform mortgage and title diligence using elevation, wetlands, watershed, parcel, and hazard information
- Assess residential land using parcel boundaries, acreage, floodplain overlap, transmission distance, and wetlands
- Evaluate commercial lending collateral using access, utilities, flood zones, slope, and soil shrink-swell data
- Enrich large address lists with geocoded coordinates and cited geographic attributes
- Build AI-powered site-selection and physical-world decision-support applications
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.
Different Plan between Mireye and ShieldLabs
Mireye
$0
5,000 credits per month, 20 requests per minute, one field request at signup, 300 credits per parcel lookup, no overage billing, and community support.
$19 per month
25,000 credits per month, 60 requests per minute, one field request per month, 300 credits per parcel lookup, no overage billing, and email support.
$99 per month
120,000 credits per month, 300 requests per minute, three field requests per month, 300 credits per parcel lookup, no overage billing, email support, and a shared Slack channel.
Custom
Custom volume pricing, custom SLAs and SLOs, dedicated market coverage, priority support, and direct access to the Mireye team.
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
Mireye's traffic
Mireye is the one with 8.0K monthly visits and 00:01:20 Avg.visit duration. Mireye has a Page per visit of 1.99 and a bounce rate of 58.83%.
Visit Over Time
| Monthly Visits | 8.0K |
| Avg·visit Duration | 00:01:20 |
| Page per Visit | 1.99 |
| Bounce Rate | 58.83% |
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% |
Geography
The top 2 countries/regions for Mireye are:United States 71.73%, India 28.27%
Top 2 Countries/regions
 | 71.73% |
 | 28.27% |
Geography
The top 1 countries/regions for ShieldLabs are:India 100.00%
Top 1 Countries/regions
| 100.00% |
Traffic Sources
The 6 main sources of traffic to Mireye are:Direct 36.80%, vs_sourcesSearchOrganic 21.36%, Referrals 17.52%, vs_sourcesSocialOrganic 11.27%, vs_sourcesDisplayAds 3.69%, vs_sourcesAffiliate 2.94%, Mail 2.93%, vs_sourcesGenAi 1.35%, vs_sourcesSearchPaid 1.25%, vs_sourcesSocialPaid 0.88%
Direct | 36.80% |
vs_sourcesSearchOrganic | 21.36% |
Referrals | 17.52% |
vs_sourcesSocialOrganic | 11.27% |
vs_sourcesDisplayAds | 3.69% |
vs_sourcesAffiliate | 2.94% |
Mail | 2.93% |
vs_sourcesGenAi | 1.35% |
vs_sourcesSearchPaid | 1.25% |
vs_sourcesSocialPaid | 0.88% |
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% |
Which is better: Mireye or ShieldLabs?
Mireye might be a bit more popular than ShieldLabs.As you can see, Mireye has 8.0K monthly visits, while ShieldLabs has 253 monthly visits. So more people choose Mireye. So the odds are that people will recommend Mireye more on social platforms.
Mireye has an Avg.visit duration of 00:01:20, while ShieldLabs has an Avg.visit duration of 00:00:00. Also, Mireye has a page per visit of 1.99 and a Bounce Rate of 58.83%. ShieldLabs has a page per visit of 1.02 and a Bounce Rate of 36.44%.
The main users of Mireye are United States, India, with the following distribution: 71.73%, 28.27%.
The main users of ShieldLabs are India, with the following distribution: 100.00%.
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