Cross-border sample
92 markets, 31 sourced from local panels we own. Each market keeps its own attributes and quota logic.
Semantic QC is live — 41% more invalid open-ends caught before they reach your dataRead the method
Audiences
For every person you reach, we can say where they came from, when they arrived, and why we believe who they are.
Every panellist is identity- and mobile-verified, and their profile is built from ongoing collection rather than one long signup form. Attributes carry a timestamp: anything older than twelve months is automatically down-weighted, so a 2023 income band never explains 2026 spending.
Work email, employment status and remit are verified across three sources, then respondents are invited by seniority, function, company size and budget authority. IT, healthcare, finance and manufacturing are our deepest pools, filterable by stack and spend.
Corporate domain check
Not a public mailbox · domain matched to company records
Employment status
Registry data cross-checked with public professional profile
Role and seniority confirmed
Head of infrastructure · team of 20–50
Purchase authority screener
Confirms input on selection or budget sign-off
Recruitment ops
Automated checks catch the obvious. A small operations team handles the cases a model cannot judge — and runs in-person sessions when the study needs a room.



Other sources
Every source is labelled in the project report: who supplied it, how much, and how much was rejected. You can keep only the sources you trust.
92 markets, 31 sourced from local panels we own. Each market keeps its own attributes and quota logic.
Rare conditions, narrow titles, niche product users. A feasibility range first, then a plan. Shortfalls refunded, never backfilled with lookalikes.
Director-level people across IT, healthcare, finance and manufacturing. Invitation-only, paid hourly, willing to sit through 45 minutes.
Social targeting, owned communities, partner pooling and in-context recruitment — each labelled with the channel it came from.
Sample governance
Governance here is a daily routine, not a line in a report claiming the data was cleaned. These four things happen on every wave.
Start your first project
$500 in sample credit on your first order. No minimums, no contracts, no platform seat fees. If you would rather have someone run it with you, one of our researchers will field the whole study.
No credit card 14-day refund window Export to SPSS / Excel / CSV
PANEL FAQ
Not covered here? Email support@pandaopinion.com — you will hear back within two hours during business hours.
Talk to usAll 47 are direct: contracts and settlement run inside our system, with price and inventory synced live. We do not resell upstream, and each response is attributed to its actual source so you can check overlap with studies you bought elsewhere.
Cross-project de-duplication is on by default — no repeat within 30 days for related research. You can set the window per project, or relax it for trackers where a fixed sample is the point.
You get a feasibility range before launch rather than a promise. If recruitment lands below 80% of the committed volume, the shortfall is refunded in full and we propose alternatives — we do not silently substitute lookalikes.
CPI tracks live inventory and difficulty. A thin segment with concentrated demand costs more. The dashboard shows current price, trailing 30-day average and the cost of an adjacent audience, so you can wait or switch.