Again

Again (Again Technology AB) — Consented Open Banking consumer spending panel joined to stated opinion data: verified bank transaction records (merchant, amount, date, recurring/subscription detection) from consumers who explicitly connect their accounts, joined in real time to survey responses on brand preference, ad awareness and purchase intent. Delivered as brand trackers (stated preference versus actual spend), target-group analysis (ad awareness versus realised purchase probability) and category-level competitive spend benchmarking with weekly refresh. Small in volume, unusually high in …

Again offers (Alternative, Sentiment, Consumer Spending) — Request further research — the homepage advertises a cumulative shared-transactions counter but the figure does not render in the captured content. Bounded as panel size x monthly transactions per member: a few thousand members each with 100-300 monthly card and payment events implies roughly 10^5-10^6 transaction events per month. Request the counter value and monthly transaction volume directly.

Advertising effectiveness measurement with behavioural ground truth rather than self-report; say-do gap and stated-intent bias calibration for consumer models; brand share-of-wallet and switching tracking within categories; subscription and recurring-payment penetration by category; ground-truth labels for consumer-preference and recommendation models; category-level consumer spend inflation tracking; validation and correction of survey-based market research

Coverage spans Other, US; Internet & Direct Marketing Retail, Advertising; alternative, sentiment, consumer_spending; equities.