Intelligence

Decline Code Intelligence

Not all payment failures are created equal. "Insufficient funds" needs a retry. "Card stolen" needs a different card. Rezoki knows the difference — and acts accordingly.

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Rezoki's decline code intelligence engine maps every Stripe decline code and raw issuer response to an optimized recovery strategy. Instead of treating all failures the same, each decline type triggers a tailored response: smart retry timing for soft declines, immediate email outreach for hard declines, customer education for fraud-related declines, and graceful handling of terminal declines. The system continuously learns from recovery outcomes to refine its strategy mapping.

The Problem

Stripe returns over 50 distinct decline codes, and raw issuer responses add even more granularity. Most SaaS companies treat them all the same — retry a few times, send a generic email. But a "card_declined" code for insufficient funds has a completely different optimal recovery path than "card_declined" for a stolen card. Treating them identically wastes retry attempts on unrecoverable declines and misses optimal timing for recoverable ones.

How It Works

1

Decline Code Capture

When a payment fails, Rezoki captures the Stripe decline code, raw issuer response, and transaction metadata for comprehensive analysis.

2

Code Classification

The decline is classified into categories: soft decline (retryable), hard decline (needs customer action), fraud-related (needs education), or terminal (unrecoverable). Sub-classifications drive specific actions.

3

Strategy Assignment

Each classification maps to a specific recovery strategy: retry timing, email template type, voice call trigger, or combination. High-confidence recoverable declines get aggressive retries; low-confidence ones get immediate outreach.

4

Continuous Learning

Recovery outcomes feed back into the intelligence engine. If a particular decline code is recovering better with a different approach, the system adapts automatically.

Key Benefits

Right Action for Every Decline

Stop wasting retries on unretryable declines and stop sending generic emails when a simple retry would work. Each decline gets precisely the right response.

Higher Overall Recovery Rate

By optimizing the response per decline type, overall recovery rates increase 20-30% compared to one-size-fits-all approaches.

Reduced Issuer Blocking Risk

Retrying terminal declines (stolen card, closed account) risks getting your merchant ID flagged. Decline intelligence prevents these harmful retries.

Transparent Recovery Insights

See exactly why payments are failing, which decline codes are most common, and how each type is being recovered. Data-driven visibility into your payment health.

Real-World Use Cases

Scenario

A payment fails with "insufficient_funds"

Outcome

Decline intelligence schedules a retry for the subscriber's likely payday (based on past payment patterns) and holds off on sending an email. The retry succeeds 3 days later without the customer ever knowing.

Scenario

A payment fails with "fraudulent"

Outcome

The system recognizes this as a false-positive fraud flag. It sends the customer an email explaining their bank may have blocked the charge and provides steps to whitelist the merchant.

Scenario

A payment fails with "expired_card"

Outcome

No retry is attempted (retrying an expired card is futile). Instead, an immediate pre-dunning-style email is sent with a card update link, and the customer is flagged for card updater service check.

50+

Decline codes mapped

+28%

Recovery rate improvement

40%

Unnecessary retries prevented

Related Features

Frequently Asked Questions

How many decline codes does Rezoki support?+
Rezoki maps all 50+ Stripe decline codes, including generic codes where we parse the raw issuer response for more granular classification. We also handle network-specific codes from Visa, Mastercard, and Amex, providing the most comprehensive decline code coverage available.
Can I customize the recovery strategy for specific decline codes?+
Yes. While Rezoki provides optimized defaults based on aggregate data, you can override the strategy for any decline code. For example, you might want to always immediately email on certain codes or never retry others.
How does the learning system work?+
Every recovery attempt outcome (success or failure) is logged against the original decline code and strategy used. The system tracks recovery rates per code, per strategy, and per customer segment. When the data shows a different approach would be more effective, the system adapts.
Does Rezoki distinguish between soft and hard declines?+
Yes, and we go further. We classify declines into: soft (temporary, retryable), hard (permanent, needs customer action), fraud-related (needs customer education), and terminal (unrecoverable). Each category has sub-types that drive specific recovery actions.
Can I see which decline codes are most common for my business?+
Yes. The analytics dashboard shows a complete breakdown of decline codes by frequency, recovery rate, and revenue impact. This visibility helps you identify systemic issues — like a specific card issuer declining more than expected — and take proactive action.

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