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What Is Sender Score? How It's Calculated and Why It Matters

By Puzzle Inbox Team · May 16, 2026 · 6 min read

Sender Score is a 0-100 reputation rating for IP addresses sending email. Here is how it's calculated, what it means for cold email, and how to check yours.

Sender Score in Plain English

Sender Score is a reputation metric scored 0-100 that grades the IP addresses sending email from a domain. Maintained by Validity (formerly Return Path), Sender Score aggregates data from over 60 mailbox providers to give a benchmark reputation rating. Higher scores correlate with better deliverability — though Sender Score is one of many reputation signals, not the only one.

How Sender Score Is Calculated

Sender Score uses ~30 data points across these categories:

  • Volume metrics: Total emails sent, send rate consistency, infrastructure scale
  • Spam complaints: Rate of recipients marking emails as spam
  • Spam trap hits: Sending to known honeypot addresses (signals list-buying)
  • Authentication: SPF, DKIM, DMARC pass rates
  • Bounce rate: Hard and soft bounce frequency
  • Engagement signals: Reply rates, opens, replies vs deletes
  • Blacklist appearances: Whether your IP appears on major blacklists
  • Industry benchmarks: How your sending compares to peers in your category

The algorithm weights these signals and produces a 0-100 score updated daily.

Sender Score Ranges and What They Mean

  • 90-100: Excellent. Top deliverability tier. Inbox placement consistently above 90%.
  • 80-89: Good. Standard professional sender. Most emails reach inbox.
  • 70-79: Average. Some deliverability issues likely.
  • 50-69: Below average. Significant spam placement.
  • 0-49: Poor. Most emails landing in spam or being rejected. Major reputation issues.

Cold email operations should target Sender Score 80+ for consistent deliverability.

How to Check Your Sender Score

Free at senderscore.org (registration required). Enter your sending IP and receive your current score plus recent trend data.

Note: Sender Score evaluates IPs, not domains. If you send through Google Workspace, you're using Google's shared IPs (which have very high Sender Scores). Custom SMTP setups have their own dedicated IP scores.

Sender Score for Cold Email Specifically

For cold email operators using Google Workspace or Outlook 365 inboxes, the underlying IP Sender Scores are excellent (Google and Microsoft maintain near-perfect reputation across their sending infrastructure). Your cold email deliverability depends more on:

  • Your domain's reputation (separate from IP Sender Score)
  • Authentication alignment (SPF, DKIM, DMARC)
  • Your specific Gmail/Outlook reputation (visible via Postmaster Tools, separate from Sender Score)
  • Engagement metrics from your specific recipients

For SMTP-based cold email, Sender Score becomes more important — your dedicated IPs need to build reputation independently.

How to Improve Sender Score

  1. Reduce spam complaints: Tighten ICP targeting. Email only people who might actually care.
  2. Verify your list: Reduce bounces. Use Bouncer, ZeroBounce, or similar.
  3. Avoid spam traps: Don't buy lists. Build prospect data from legitimate sources.
  4. Authenticate properly: SPF, DKIM, DMARC all aligned and passing.
  5. Send consistently: Sudden volume spikes hurt reputation. Gradual ramping helps.
  6. Get off blacklists: If your IP appears on Spamhaus, SURBL, etc., follow their delisting process.
  7. Maintain warmup: Continuous warmup activity supports positive engagement signals.

Sender Score Limitations

Sender Score is one signal among many. Gmail and Outlook have their own internal reputation systems that don't match Sender Score exactly. A high Sender Score doesn't guarantee inbox placement — and a low Sender Score doesn't guarantee spam.

For Gmail-specific reputation, use Google Postmaster Tools. For Outlook-specific reputation, use Microsoft SNDS (Smart Network Data Services).

Sender Score is a useful reputation benchmark but not the full picture. Cold email through pre-warmed Google Workspace inboxes from Puzzle Inbox inherits Google's near-perfect IP Sender Score, leaving you to focus on domain reputation, authentication, and engagement.
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