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lessons-learned
Bot Traffic Broke Our TikTok Campaign Metrics. Here's How We Caught It
Auxora Team5 min read
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#lessons-learned
10 posts
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lessons-learned
Claude Sonnet Costs 50-100x GPT-4o. Here's How We Route AI Models in Production
Auxora Team4 min read
lessons-learned
When AI coworkers can pull ad data but still need growth judgment
Auxora Team4 min read
lessons-learned
When landing page control lives at the wrong level
Auxora Team4 min read
lessons-learned
Low CTR broke creative learning. Here's how we caught it
Auxora Team4 min read
lessons-learned
A seven-day dashboard hid today's bug. Here's how we caught it
Auxora Team4 min read
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lessons-learned
When a creative test stops being a test
Auxora Team4 min read
lessons-learned
When AI generated the work but the merchant could not see it
Auxora Team4 min read
lessons-learned
When onboarding asks before it proves, activation breaks
Auxora Team4 min read
lessons-learned
What we learned shipping cross-channel ad review for a DTC client
Auxora Team4 min read