Panel and Recruitment Vendor Quality Audit
Evaluate where respondents come from.
The Open buttons send the prompt text as currently shown below to that site only when you click. Fill in the placeholders first.
Evaluate where my research respondents come from. Vendor or recruitment source: [VENDOR]. What I asked for (audience, criteria, sample size): [REQUEST]. What I received (screener data, completion data, sample results, quality checks): [DELIVERY_DATA]. Cost and timeline: [COST_AND_TIMELINE]. Score each criterion from 1 to 5 with evidence: 1. Match between the delivered sample and the requested profile (compare screener answers). 2. Source transparency: how respondents were recruited, and how many are professional respondents. 3. Fraud and quality controls: duplicate checks, location and device checks, bot detection, attention checks. 4. Data quality in the results: speeding, straight-lining, nonsense open text, contradictions. 5. Representativeness: balance across key groups and the risk of self-selection. 6. Consent, privacy, and incentive handling. 7. Responsiveness and correction of issues. 8. Value for the price. Present a scorecard with the numbers I provided (for example the share removed for quality), a short list of respondents or patterns to remove, questions to ask the vendor, a recommendation (renew, renew with changes, replace), and a plan to compare against a second source in a small pilot. Don't assume quality problems that the data does not show.
Fill in before use
Optional: type your details and the prompt above updates. Nothing is saved or sent.
Replace each bracketed placeholder with your own details, then paste into Any AI or another assistant.