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SPECIFICTION
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Ciaro vs Lunio

Ciaro

ciaro.click

Lunio

lunio.ai

Side by side

FigureCiaroLunio
Price from$19/mo—
Free plan——
Free trialYes—
Open source——
WebYesYes
APIYes—
Plans published31
Spec score · Click Fraud Software8.2 (#8)6.8 (#30)
BlockingCiaro automatically blocks IPs and syncs IP exclusions to Google Ads.Lunio can automatically exclude invalid IPs and create custom exclusion audiences across paid media channels.
DetectionThe site says Ciaro makes click decisions in under 50 ms using 30+ detection signals per click.Its machine learning engine scores clicks as legitimate, suspicious, or invalid using click, context, and conversion signals.
HeadquartersDowntown DubaiManchester, United Kingdom
IntegrationsCiaro lists Google Ads, Meta Ads, Microsoft Ads, TikTok Ads detection, API access, and webhooks in its plan comparison.The pricing page lists Google, Bing, Twitter, LinkedIn, Meta, Reddit, TikTok, Yandex, and Naver among supported channels.
PurposeCiaro provides real-time IP blocking and invalid-click detection for paid advertising campaigns.Lunio detects and blocks invalid traffic on paid media to reduce wasted ad spend and improve traffic quality.
SecurityThe security page states that data is encrypted with AES-256 at rest and TLS 1.3 in transit, and that sensitive data is masked before leaving the browser.Lunio says it completed a SOC 2 Type I audit and was assessed against Security, Availability, and Confidentiality criteria.
SupportThe pricing page lists email support for Protect, priority support for Optimize, and a dedicated CSM for Scale; it states average human-support response time is under two hours.Lunio says its customer success managers help customers address invalid traffic and improve paid media traffic quality.

Plans

Ciaro

  • Protect$19 a month
  • Optimize$49 a month
  • Scale$136 a month

Ciaro pricing →

Lunio

  • Customized pricing planPriced on request

Lunio pricing →

In their own words

Ciaro

Ciaro detects invalid clicks and blocks IP addresses for paid advertising campaigns. It makes click decisions in under 50 ms using more than 30 signals, including IP reputation, device fingerprinting, behavior, VPN and proxy checks, and campaign context and history. It can automatically block IPs and sync exclusions to Google Ads; TikTok Ads is listed for detection only. The pricing page lists a fraud IP database of more than 30 million IPs, along with Google Ads refund claim reports, CSV exports, and advanced traffic reporting. Other listed connections include Google Analytics, Google Tag Manager, AppsFlyer, WordPress, Shopify, Webflow, API access, and webhooks. Ciaro is available on the web and through an API. Protect costs $19 a month and includes 10,000 monthly clicks, one website, one team member, and 30 days of data retention. Optimize at $49 a month and Scale at $136 a month are marked coming soon. Ciaro states that data is encrypted at rest and in transit, sensitive data is masked before leaving the browser, and it is GDPR and CCPA compliant; SOC 2 Type II readiness and ISO 27001 are in progress, with no current SOC 2 attestation.

Visit ciaro.click

Lunio

Lunio has no write-up on Specifiction yet; its figures are above.

Visit lunio.ai