API Deprecation & Migration Experience Survey
Measures developer sentiment toward API deprecation timelines, guidance clarity, and migration burden to inform improvements in API lifecycle communication and support practices.
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Measures developer sentiment toward API deprecation timelines, guidance clarity, and migration burden to inform improvements in API lifecycle communication and support practices.
View templateMeasures unaided message recall, channel exposure, and message resonance among entrepreneurs and small-business professionals who encountered software marketing in the past four weeks. Use this to identify which channels drive the strongest awareness and behavioral intent.
View templateMeasures consumer experiences with data subject access requests and expectations around response timelines, suitable for organizations assessing GDPR/CCPA compliance perceptions and identifying friction points in the DSAR process.
View templateMeasures developer willingness to pay, pricing model preferences, and fairness perceptions for third-party APIs using Van Westendorp price sensitivity analysis and structured qualitative probes.
View templateMeasures tenant perceptions of rent increase notice clarity, fairness, and transparency. Designed for property managers and housing researchers seeking actionable feedback on communication practices.
View templateEvaluates patient comprehension, usability, and decision confidence with electronic informed consent (eConsent) in clinical trials. Designed for post-consent administration to identify barriers and improve the consent experience.
View templateMeasures student awareness of academic integrity policies, perceived peer norms around misconduct, and views on institutional interventions. Designed for education administrators and researchers seeking actionable data to strengthen integrity culture.
View templateMeasures the quality of institutional internship support, supervision quality, and skill development outcomes to guide program improvement for higher education administrators and career services teams.
View templateCollects structured stakeholder feedback on red-team risk coverage, report quality, and remediation follow-through to identify actionable program improvements across security, engineering, and leadership functions.
View templateA psychographic and behavioral segmentation instrument for understanding how consumers discover, evaluate, and choose brands. Use it to build data-driven personas, size market segments, and inform targeting strategy.
View templateMeasures unaided and aided ad recall, creative reactions, brand perception shifts, and purchase intent following ad exposure. Designed for marketing researchers evaluating campaign performance across channels.
View templateCaptures developer feedback on API, SDK, and documentation experiences to identify friction points, measure satisfaction, and prioritize improvements post-onboarding or post-release.
View templateA pre-study instrument that verifies participants' understanding of consent information, risks, and withdrawal rights. Designed for IRB compliance and suitable for any human subjects research protocol.
View templateMeasures prospect perceptions of pricing page clarity, perceived value fairness, and decision readiness to identify friction points and conversion barriers on SaaS pricing and packaging pages.
View templateMeasures consumer comfort with personalized content, identifies privacy boundaries and data-sharing thresholds, and pinpoints messaging frequency limits to help marketing teams calibrate personalization strategies without triggering fatigue or backlash.
View templateA recurring 2–3 minute non-diagnostic pulse measuring mood, stress drivers, coping strategies, and support preferences for e-commerce teams. Designed to inform wellbeing programs and resource planning.
View templateA concept-testing instrument for restaurants evaluating new menu items. Measures appeal, perceived uniqueness, willingness to pay, and purchase intent across up to three concepts, with qualitative probing for optimization insights.
View templateAssesses barriers to mental health care, provider-patient fit, telehealth preferences, wait times, and affordability. Designed for health systems, insurers, and researchers seeking to identify actionable improvements in mental health service delivery.
View templateMeasures patient satisfaction across scheduling, wait times, provider interaction, and telehealth quality using NPS and multi-dimensional experience scales for healthcare organizations seeking actionable improvement insights.
View templateA structured end-of-term evaluation measuring student perceptions of instruction quality, course materials, workload, and pace. Designed for higher-education institutions seeking actionable feedback to improve course design and teaching effectiveness.
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