Factors.ai vs Singular Comparison: Reviews, Features, Pricing & Alternatives in 2026

Detailed side-by-side comparison to help you choose the right solution for your team

Updated Apr 2026 8 min read

Factors.ai

0.0 (0 reviews)

Factors.ai is an account-based marketing platform that helps B2B teams identify anonymous website visitors, track account journeys, and measure marketing impact on revenue to optimize your growth funnel.

Starting at Free
Free Trial 14 days
VS

Singular

0.0 (0 reviews)

Singular is a marketing intelligence platform that unifies marketing analytics and ad attribution to provide a complete view of your cross-platform performance and return on investment.

Starting at Free
Free Trial 30 days

Quick Comparison

Feature Factors.ai Singular
Website factors.ai singular.net
Pricing Model Freemium Freemium
Starting Price Free Free
FREE Trial ✓ 14 days free trial ✓ 30 days free trial
Free Plan ✓ Has free plan ✓ Has free plan
Product Demo ✓ Request demo here ✓ Request demo here
Deployment saas saas mobile
Integrations Salesforce HubSpot Slack LinkedIn Ads Google Ads G2 Clearbit 6sense Microsoft Teams Segment Facebook Ads Google Ads TikTok Ads Snapchat Apple Search Ads Amazon Advertising Slack Snowflake BigQuery Looker
Target Users small-business mid-market enterprise mid-market enterprise
Target Industries
Customer Count 0 0
Founded Year 2019 2014
Headquarters Bengaluru, India San Francisco, USA

Overview

F

Factors.ai

Factors.ai gives you a clear view of your entire B2B customer journey by connecting the dots between anonymous website visits and closed deals. You can stop guessing which campaigns drive revenue and start seeing exactly how accounts interact with your content, ads, and sales team. The platform de-anonymizes your website traffic, showing you which companies are browsing your site even before they fill out a form.

You can build complex attribution models without writing code, allowing you to prove the ROI of your marketing spend across LinkedIn, Google Ads, and G2. By unifying data from your CRM, marketing automation, and ad platforms, it provides a single source of truth for your go-to-market team. This helps you prioritize high-intent accounts and align your sales and marketing efforts around the deals most likely to close.

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Singular

Singular provides you with a unified view of your marketing performance by combining data from all your advertising channels into a single dashboard. You can automatically collect, transform, and organize your marketing data to see exactly where your budget goes and which campaigns drive the most value. It solves the headache of manual reporting by connecting directly to thousands of ad networks and platforms, giving you real-time insights into your global marketing spend.

You can track user journeys across mobile and web while maintaining strict data privacy compliance. The platform is designed for growth-focused marketing teams and app developers who need to optimize their return on ad spend (ROAS) through granular creative reporting and automated data pipelines. By centralizing your attribution and cost data, you can make faster, more confident decisions about your scaling strategy.

Overview

F

Factors.ai Features

  • Account Identification Identify anonymous companies visiting your website in real-time so your sales team can reach out to warm leads immediately.
  • Multi-Touch Attribution Track every interaction across the funnel to understand exactly which marketing channels and campaigns are actually driving your revenue.
  • Account Journey Mapping Visualize the complete path an account takes from their first anonymous visit to the final purchase decision in one timeline.
  • Intent Scoring Score accounts based on their engagement levels and website behavior to focus your energy on the most sales-ready prospects.
  • Revenue Analytics Connect your marketing activities directly to CRM deals to see the real-world impact of your spend on your bottom line.
  • Real-Time Alerts Get instant notifications in Slack or MS Teams when target accounts show high intent or visit critical pricing pages.
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Singular Features

  • Marketing ETL. Automatically extract, transform, and load your marketing data into your preferred data warehouse or internal BI tools.
  • Mobile App Attribution. Track every app install and user action back to the specific marketing campaign and creative that drove the conversion.
  • Cost Aggregation. View your total marketing spend by automatically pulling cost data from thousands of different ad networks and platforms.
  • Creative Analytics. Analyze the performance of your visual assets side-by-side to see which images and videos resonate most with your audience.
  • Fraud Prevention. Protect your advertising budget by automatically detecting and blocking malicious bot traffic and fraudulent app installs in real-time.
  • Cross-Platform Tracking. Measure your customer journeys as they move between mobile apps, web browsers, and even offline touchpoints seamlessly.

Pricing Comparison

F

Factors.ai Pricing

Free
$0
  • Identify up to 100 accounts/month
  • Basic website analytics
  • Slack & MS Teams alerts
  • G2 visitor identification
  • Unlimited users
S

Singular Pricing

Free
$0
  • Unlimited apps and users
  • Standard attribution tracking
  • Basic reporting tools
  • Access to 2,000+ integrations
  • Community support access

Pros & Cons

M

Factors.ai

Pros

  • Excellent deanonymization of B2B website visitors
  • Intuitive setup compared to traditional attribution tools
  • Responsive customer support and technical assistance
  • Seamless integration with LinkedIn and Google Ads
  • Clear visualization of complex account journeys

Cons

  • Significant price jump from free to paid
  • Learning curve for advanced custom reporting
  • Data syncing can occasionally experience minor delays
A

Singular

Pros

  • Excellent data accuracy for cross-channel attribution
  • Saves hours of manual data entry daily
  • Intuitive interface for viewing creative performance
  • Responsive customer support team for technical setup
  • Wide range of pre-built ad network integrations

Cons

  • Initial technical implementation can be complex
  • Higher price point than basic attribution tools
  • Occasional delays in data syncing from networks
  • Learning curve for advanced custom reporting
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