Prompt

Are there any screening questionnaire tools that handle quota routing and API integrations for sample buyers?

Latest observation

Jul 23, 2026 · OpenAI APIWeb search: off

Yes — there are several survey/screener platforms that support quota routing and can integrate with APIs / sample buyers / panel partners.

Common options

  • Qualtrics
    Strong logic and quota management, plus APIs and webhooks for integrations. Often used for advanced screening and routing.

  • Alchemer (SurveyGizmo)
    Supports branching, quotas, and API integrations. Good for custom survey workflows.

  • QuestionPro
    Has quota management, screening logic, and integration options via API.

  • Decipher / FocusVision
    Built more for market research, including complex quota controls and panel/sample integrations.

  • Confirmit / Forsta
    Enterprise-grade research platform with quotas, routing, and strong integration capabilities.

  • Nfield
    Common in market research panels and sample management; supports quotas and integrations for sample suppliers.

  • Sawtooth / Lighthouse Studio
    Good for advanced research logic, including screening and quota controls, though integrations may be more custom.

What to look for

If you’re dealing with sample buyers/panels, you’ll want:

  • Quota routing by demographic or response category
  • Screen-out handling and disqualification codes
  • API / webhook support for passing respondent status in and out
  • Redirects or callback URLs for sample buyers
  • Panel management compatibility (LOI, completes, terminations)
  • Real-time quota updates to avoid overfills

If your use case is specifically “sample buyer” workflow

Platforms commonly used in that space are:

  • Nfield
  • Forsta/Confirmit
  • Decipher
  • Sometimes Qualtrics with custom integration

If you want, I can also give you:

  1. a comparison table of these tools, or
  2. a recommended stack depending on whether you’re a sample buyer, supplier, or research agency.

Observation history

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How did Obsurfable measure this prompt?

Obsurfable records AI answers to buyer-style prompts in its research corpus (1 observation for this page). Metrics are distributions over observations, not a single static ranking.

Which AI systems does Obsurfable collect answers from?

OpenAI, ChatGPT, Google, Gemini, Google AI Mode, Anthropic, Claude, Perplexity, Grok, DeepSeek, Mistral, Copilot, and Meta AI.