How to Optimize Search Results
Proactive optimization strategies to reduce no-availability responses before they occur during your Search operations.
Terminology: In this article, we use Seller (the accommodation provider connected through Travelgate) consistently. No availability means receiving zero results from a Seller, which may also appear as a 204 error.
You want to prevent high no-availability rates by identifying and fixing issues with your integration configuration. If you've already received a 204 error and need troubleshooting steps, see the 204 Error troubleshooting guide.
If you need to troubleshoot no-availability errors from your side, refer to the 204 Error troubleshooting guide for detailed Seller guidance.
Optimization Scope
This article is a continuous improvement playbook for increasing your availability success ratio over time. If you are investigating a specific failed request right now, use the 204 Error troubleshooting guide as your incident runbook.
1. Define Baseline and Targets
Create a baseline before changing settings. Use Stats as your main source to monitor search performance trends over time.
| KPI | What It Tells You | How to Measure | Target Example |
|---|---|---|---|
| Availability success ratio | Percentage of searches returning valid availability | Successful search responses / total searches, monitored in Stats | Improve week over week |
| No-availability ratio | Share of searches ending with no availability (204) | 204 search outcomes / total searches, monitored in Stats | Reduce progressively |
| Mapped portfolio coverage | How much usable hotel inventory you request vs what Seller enables | Requested mapped hotels vs Seller portfolio | Increase usable mapped share |
| Restriction-aligned request ratio | How often your searches respect Seller metadata constraints | Requests aligned with metadata / total requests | Increase aligned requests |
2. Optimize High-Impact Levers
| Lever | What to Optimize | Source of Data | Improvement Action |
|---|---|---|---|
| Credentials and access hygiene | Ensure active and correct Buyer setup | HotelX Credentials, My Connections details | Fix credential mismatches before other changes |
| Portfolio and mapping coverage | Request only valid enabled inventory | Seller's Hotel List, Connections Content | Force update and remap valid hotels |
| Request parameter quality | Align market/date/stay with Seller rules | Metadata, audit samples | Adjust search parameters to valid combinations |
| Speed mode strategy | Balance coverage and latency | Speed Mode Settings | Start from Standard mode baseline, then tune |
3. Run Controlled Optimization Cycles
- Pick one lever and one segment (Seller, market, stay length, booking window).
- Apply one change at a time.
- Measure before/after using the same segment and period.
- Keep the change only if availability success ratio improves without unacceptable performance impact.
4. Tune Speed as an Optimization Lever
After credential, mapping, and parameter quality are stable, tune Speed for performance.
- Fast Mode: Uses cache-only responses and can reduce availability coverage when data is not cached.
- Standard Mode: Uses live + cached flow, typically better as optimization baseline.
Recommendation: Use Standard mode to stabilize availability first, then test Speed adjustments with KPI monitoring.
5. Seller Collaboration for Optimization
When collaborating with the Seller, provide trend-level evidence instead of single failures:
Use Stats to identify recurring low-performance Sellers, markets, and date ranges before reaching out.
- Markets with lowest availability success ratio
- Date ranges with highest no-availability concentration
- Hotel chains with repeated low coverage
- Request patterns that improve after parameter alignment
This helps agree on portfolio scope, restriction rules, and joint optimization actions.
When to Switch to 204 Troubleshooting
Move from optimization workflow to incident troubleshooting when:
- A specific production request fails and needs immediate recovery
- A new 204 spike appears suddenly after a recent change
- You need per-request root cause evidence for escalation
Use the 204 Error troubleshooting guide for that case.