In the rapidly shifting landscape of digital deception, timing is everything. By the time a new scam variant hits the front page of a major news outlet, the fraudsters have often already moved on to their next target, leaving security teams and the public playing a perpetual game of catch-up.

To break this cycle, you need more than just news; you need raw, objective data that captures the earliest whispers of a scam’s ascent. This is where Civoryx, the Global Fraud Index, becomes an essential tool. This walkthrough will guide you through using Civoryx to identify, track, and analyze scam keyword trends to stay ahead of the curve.

What is Civoryx? The Philosophy of “No Speculation”

Civoryx is a public, free-to-use index designed to monitor how fraud attention shifts across the internet. Unlike traditional cybersecurity reports that rely on retrospective case studies or expert opinions, Civoryx operates on a simple, data-driven premise: No opinions. No speculation. Just data.

The Core Mission

Fraud evolves faster than headlines. Civoryx exists to surface these shifts early, providing researchers, journalists, compliance officers, and everyday users with a real-time lens into what the world is searching for when it comes to fraud.

The Evolution of the Index

The platform’s depth has grown significantly to match the complexity of modern scams. A key milestone in this development occurred when Civoryx expanded its keyword tracking from 80 to 150 fraud terms in 2022, allowing for a much more granular view of specific niches like crypto-drainers, romance scams, and infrastructure-related fraud.

Understanding the Engine: How the Scam Trend Score Works

Before diving into the walkthrough, it is vital to understand the metric at the heart of the platform: the Scam Trend Score. This isn’t a random number; it is a composite signal built through three distinct layers.

1. Monitor

Civoryx continuously tracks search volume for over 150 fraud-related keywords. This index is wide-ranging, covering everything from “phishing” and “identity theft” to highly specific terms like “Coinbase text scam” or “EZ Pass scams.”

2. Measure

The system calculates the Month-over-Month (MoM) change for every keyword. However, not all spikes are equal. A 500% increase in a niche term might be less significant than a 10% increase in a high-volume term like “credit card fraud.” Civoryx weights these changes by their absolute search volume to ensure the signal is meaningful.

3. Score

The weighted changes are aggregated into a single composite metric:

• A Score of 50: Indicates stable activity.
• Above 50: Suggests increasing consumer interest/accelerating fraud activity.
• Below 50: Indicates declining interest or “cooling” trends.

Step-by-Step Walkthrough: Tracking Trends by Region and Theme

Using Civoryx effectively requires moving beyond the “Total Score” and looking at the underlying contributors. Follow these steps to conduct your own trend analysis.

Step 1: Analyze the High-Level Signal

Start by looking at the current Scam Trend Score on the Civoryx homepage. As of February 2026, the data shows a highly concentrated signal. If the score is significantly above 50, your goal is to find out what is driving that movement.

Step 2: Identify the Top Contributors

The most powerful feature of Civoryx is the “Contribution” breakdown. This shows you which specific keywords are exerting the most influence on the global score.

Keyword	Weighted Contribution
Tax Fraud	75.74
EZ Pass Scams	57.94
Credit Card Fraud	21.36
Coinbase Text Scam	12.43
PayPal Scam Email	10.53

Analysis: If you see “Tax Fraud” as the largest driver (as it is currently), you are looking at a seasonal financial fraud cycle. This allows organizations to prioritize tax-related awareness campaigns immediately.

Step 3: Spotting “Spiking” Keywords

While the contribution tells you what is currently large, the growth tells you what is about to explode. Civoryx flags keywords with >20% MoM increase as “spiking.”

Look for outliers in the growth data. For example, recent data shows:

• EZ Pass Scams: +5,685%
• Toll Scam Text: +2,361%
• DMV Scam Text: +1,291%

These massive percentages indicate a channel shift toward SMS-driven impersonation. When you see toll-related and DMV-related scams spiking simultaneously, you have identified a specific regional infrastructure scam trend that requires urgent attention.

Step 4: Map the “Category Structure”

To understand the intent behind the trends, group the keywords into categories. This helps in visualizing the risk landscape:

1. Tax-related Fraud: The current primary driver.
2. Payments & Financial Scams: Steady high-volume risk.
3. Messaging Vectors (SMS/Email): High growth, indicating how scams are being delivered.
4. Reporting/Prevention Queries: Low growth, suggesting that while people are searching for the scams themselves, they are searching less for “how to report a scam.”

Advanced Methodology: The Math Behind the Index

For data scientists and compliance officers, understanding the “how” is just as important as the “what.” Civoryx is transparent about its methodology to ensure the data remains a “clean” signal.

• Data Source: Refreshed monthly via the SE Ranking Keyword Research API.
• Weighting: Civoryx uses the square root of volume for weighting. This is a crucial technical choice; it prevents massive, generic terms (like “scam”) from completely drowning out emerging, specific threats.
• Normalization: A 0% weighted change is centered at 50 points. A movement of ±25% change roughly equates to the boundaries of 0 or 100 on the scale.
• Outlier Handling: To prevent data noise, extreme values (over 200% growth or less than -100%) are excluded from the average calculation to maintain index integrity.

Interpreting the February 2026 Trends

Based on the latest Civoryx data, the following table highlights the themes experiencing the most significant surge in search velocity. This “spiking” data represents the frontline of current fraud campaigns, specifically highlighting a shift toward infrastructure and SMS-based impersonation.

Scam Theme	MoM Growth (%)	Risk Level	Primary Vector
EZ Pass Scams	+5,685%	🔴 Critical	SMS / Smishing
Toll Scam Text	+2,361%	🔴 Critical	SMS / Smishing
DMV Scam Text	+1,291%	🟠 High	SMS / Smishing
Coinbase Text Scam	+817%	🟠 High	Crypto / SMS
Tax Fraud	+814%	🟠 High	Seasonal / Email
Visa Fraud	+646%	🟡 Elevated	Payment / Card
Geek Squad Scam	+514%	🟡 Elevated	Tech Support / Email
Credit Card Fraud	+513%	🟡 Elevated	Financial / General

The latest Civoryx data offers a masterclass in how to read the fraud landscape.

The Rise of Specificity vs. The Fall of Generality

An interesting trend in the current data is the decline in generic searches:

• “Is this a scam” (-55%)
• “Phishing” (-18%)

Conversely, specific infrastructure scams (EZ Pass, Tolls, DMV) are up by thousands of percent. This divergence often signals a narrative-driven fraud cycle. People aren’t searching for “fraud” in general; they are searching for the specific, convincing text message they just received regarding a “missed toll payment.”

Actionable Insights for Professional Users

How should different sectors react to these specific February trends?

• Compliance Teams: Reassess customer-communication controls. If SMS-driven scams (Toll/DMV) are spiking, consider issuing a “We will never text you for payment” alert to your user base.
• Cybersecurity Professionals: Update email and SMS filtering rules to flag keywords associated with “EZ Pass,” “Toll,” and “Tax Refund” during this high-velocity period.
• Financial Institutions: With “Tax Fraud” contributing 75.74 to the index, banks should prepare for an influx of fraudulent ACH transfers and tax-related identity theft reports.

Why Civoryx is Free (Permanently)

A common question is: “What’s the catch?” In an industry filled with gated reports and expensive threat-intelligence feeds, Civoryx stands out.

Pricing: $0. Fully. Permanently.

The founders of Civoryx believe that fraud transparency shouldn’t have a price tag. Because fraud is a universal problem that evolves via collective behavior, the data required to fight it should be open and public.

• No account required.
• No paywalls.
• No premium tiers.

Summary: Your Fraud Tracking Checklist

To make Civoryx a part of your regular security or research routine, follow this monthly checklist:

1. Check the Scam Trend Score: Is it above 50? (Momentum is building).
2. Look for “Spiking” Keywords: Identify the “Fastest-Growing” list to see what is emerging.
3. Identify the Drivers: Check the “Top Contributors” to see what is currently dominating public attention.
4. Compare Specific vs. Generic: Are people searching for specific brands (Coinbase, PayPal) or general terms? (Specific searches usually indicate an active, successful campaign).
5. Review the Methodology: Ensure you understand the weighting if you are using the data for formal board-level risk reporting.

Conclusion

The LexisNexis True Cost of Fraud™ Study provides an essential economic quantification of the impact of fraud on North American institutions. Key Insights:

• The Fraud Multiplier: Fraud losses extend far beyond the stolen funds, encompassing investigation overhead, legal fees, recovery efforts, and reputational damage. For every $1 directly lost to fraud, U.S. financial services firms now incur $5.75 in total costs—an increase of nearly 44% since 2021.
• The Friction Paradox: Despite the rising sophistication of attacks, 44% of North American financial institutions still rely mostly or entirely on manual processes. This creates a “friction paradox”: as institutions implement clunky, manual fraud controls, they inadvertently drive away good customers. Consequently, 71% of U.S. lenders and 78% of Canadian lenders reported higher customer churn due to their fraud prevention strategies. Conversely, fraud-mature organizations using fully automated systems reduced churn by 29%.

The Global Fraud Index by Civoryx provides a unique, real-time pulse of the world’s “fraud anxiety.” By tracking the search velocity of 150+ keywords—a significant expansion from its original 80 in 2022—Civoryx offers a level of granularity that was previously unavailable to the public.

Whether you are a researcher looking for a leading indicator of cybercrime or a consumer trying to verify a suspicious text message, the Scam Trend Score provides the transparency needed to move from being reactive to being proactive. In the fight against fraud, data is the best defense.