Marketing 5
Copy, campaigns, SEO and social posts — prompts with real output and how to check it.
- A/B test statistical significance: recheck the AI with a z-test
Give the AI raw visit and conversion counts, make it show the test and every step, then recompute z and p with statsmodels to see how sample size flips it.
claude-sonnet-5-5 (run in place of ChatGPT) · statsmodels 0.15.0 · Python 3.12 · run 2026-10-20 - Classify product reviews by theme with an LLM, then recount
Get one line of tags per review from the model, count in a script, check for missing IDs, and fix the tag definition behind the mismatches.
claude-sonnet-5-5 · run 2026-10-20 · Python 3.12 · Ubuntu 24.04 - Get correct weighted CTR and ROAS totals in an ad report
Make an AI compute overall CTR, CPA and ROAS from sums in your weekly ad report, show the sums in a table, and check the totals with three spreadsheet formulas.
claude-sonnet-5-5 · run 2026-10-20 (ChatGPT was not run) - Get email subject A/B variants that change one variable each
AI subject line variants often change length, tone and offer at once. Pin a baseline and one variable per row, then check each row with a word diff.
claude-sonnet-5-5 · Python 3.13 · run 2026-10-20 - AI Product Detail Page Copy That Uses Only Your Spec Sheet
AI product page copy adds times and claims your spec sheet never had. Make it cite a spec row per sentence, then check the numbers and tags with a script.
claude-sonnet-5-5 · Claude Code 2.1.251 · run 2026-10-20