# Amplitude Agents Prompt Library – Prompts to get you started

You use Amplitude—discover what to ask Amplitude Agents. Advanced prompts for dashboards, charts, guides, experiments, Amplitude Activation, and AI Feedback: standard workflows and inspiring ideas for power users.

Source: https://amplitude.com/en-us/prompt-library

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# |Amplitude Agents Prompt Library

You already use Amplitude—now discover what you can ask Amplitude Agents. Advanced prompts for dashboards, charts, guides, experiments, Amplitude Activation, and AI Feedback: standard workflows and inspiring ideas to get you thinking.

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Showing 30 of 169 prompts

Charts & AnalysisHealthcare

3-month retention by channel: are you hitting the 10.6% top-performer rate?

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Show+30%2C+60%2C+and+90-day+retention+curves+for+members+acquired+through+each+channel+%28organic+search%2C+paid%2C+referral%2C+health+plan+partner%29.+Benchmark+against+Amplitude%27s+2025+healthcare+data%3A+top+digital+health+products+retain+10.6%25+of+users+at+3+months+vs.+2.1%25+for+median+products.+Which+of+my+channels+is+closest+to+the+top-performer+threshold%3F+Which+segments+have+the+steepest+retention+drop+between+day+7+and+day+30%3F\&siteLocation=prompt-library-card-try)

Charts & AnalysisTravel & Hospitality

3-month retention by channel: are you hitting the 25% top-performer rate?

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Show+30%2C+60%2C+and+90-day+retention+curves+for+users+acquired+through+each+channel+%28organic+search%2C+paid%2C+app+store%2C+loyalty+referral%2C+email%29.+Benchmark+against+Amplitude%27s+2025+travel+data%3A+top+travel+and+hospitality+products+retain+25%25+of+users+at+3+months+vs.+10%25+for+median+products+%E2%80%94+a+2.5x+gap.+Which+of+my+channels+is+closest+to+the+top-performer+threshold%3F+Which+acquisition+cohort+shows+the+steepest+drop-off+between+week+1+and+month+3%3F\&siteLocation=prompt-library-card-try)

AI Feedback

AI Feedback + User Privacy API: deletion order of operations

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Governance%3A+when+we+delete+PII+in+the+source+%28e.g.+Zendesk%29%2C+what%27s+the+order+of+operations+with+Amplitude%27s+User+Privacy+API+and+AI+Feedback+so+deletions+are+complete%3F\&siteLocation=prompt-library-card-try)

GuidesE-commerce & Retail

Abandoned cart recovery guide: show cart on next app open

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Create+an+in-app+guide+for+users+who+have+items+in+their+cart+but+have+not+checked+out+within+2+hours.+On+the+user%27s+next+app+open%2C+show+a+persistent+banner+with%3A+%281%29+a+thumbnail+of+their+cart+items%2C+%282%29+current+stock+level+if+below+5+units+%28%27Only+3+left%21%27%29%2C+%283%29+a+one-tap+%27Complete+purchase%27+button.+Suppress+the+guide+after+the+user+purchases+or+empties+their+cart.+Track+recovery+rate+as+the+primary+metric.\&siteLocation=prompt-library-card-try)

Activation

Activation dashboard: channels, platforms, experiment holdout

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Dashboard%3A+activation+conversion+by+channel+and+platform%2C+with+a+holdout+readout+for+an+experiment+that+changed+onboarding+%E2%80%94+tie+results+to+the+same+activation+definition+used+in+Recommendations.\&siteLocation=prompt-library-card-try)

Activation workflow: prediction → sync → next-best step

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Design+an+Activation+workflow%3A+predictive+cohort+%28high+likelihood+to+activate%29+%E2%86%92+real-time+or+hourly+cohort+sync+%E2%86%92+messaging+that+promotes+our+defined+next-best+step.\&siteLocation=prompt-library-card-try)

Dashboards

Add a cohort retention view to my product dashboard

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Add+a+cohort+retention+chart+to+my+product+dashboard+for+users+who+completed+onboarding.+Show+weekly+cohorts+and+retention+at+1%2C+2%2C+4%2C+and+8+weeks.+Use+our+standard+cohort+definition+and+add+a+brief+summary+of+the+top-performing+cohort+in+the+chart+title+or+description.\&siteLocation=prompt-library-card-try)

Guides

Add a step to my checkout guide: highlight free shipping

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Add+a+step+to+our+checkout+guide+that+highlights+free+shipping+%28or+our+current+offer%29.+Place+it+after+the+cart+step+and+before+payment.+Use+our+existing+checkout+guide+template+and+keep+the+same+tone+as+the+rest+of+the+guide.\&siteLocation=prompt-library-card-try)

Charts & Analysis

Add comparison to my chart with confidence intervals

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Add+a+comparison+to+this+chart%3A+this+period+vs+same+length+prior+period.+Show+confidence+intervals+and+whether+the+difference+is+significant.+Include+a+short+note+in+the+chart+description+summarizing+the+direction+and+significance+of+the+change.\&siteLocation=prompt-library-card-try)

Add threshold alerts to your main growth dashboard

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Help+me+add+threshold-based+alerts+to+my+main+growth+dashboard.+For+weekly+active+users%2C+conversion+rate%2C+and+daily+signups%2C+suggest+sensible+alert+thresholds+based+on+recent+trends%2C+explain+why+each+threshold+makes+sense%2C+and+recommend+which+stakeholders+should+receive+each+alert.\&siteLocation=prompt-library-card-try)

Add trend and anomaly detection to my conversion dashboard

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Add+trend+and+anomaly+detection+to+my+conversion+dashboard.+Run+it+on+the+main+conversion+rate+metric+and+surface+the+last+3+anomalies+in+the+dashboard+description.+Flag+any+anomaly+in+the+last+7+days+so+we+can+investigate+quickly.\&siteLocation=prompt-library-card-try)

DashboardsFinancial Services

Advisor performance dashboard: onboarding, trade activity, AUM growth

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Build+a+dashboard+to+track+individual+advisor+performance+across+three+dimensions%3A+%281%29+client+onboarding+completion+rate+%28KYC+submitted+%E2%86%92+account+funded%29%2C+%282%29+average+monthly+trades+per+client%2C+and+%283%29+AUM+growth+rate+over+the+last+quarter.+Allow+filtering+by+region+and+advisor+tier.+Highlight+advisors+in+the+bottom+quartile+for+each+metric.\&siteLocation=prompt-library-card-try)

ExperimentsHealthcare

Appointment reminder experiment: push vs. SMS vs. in-app for no-show reduction

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Test+three+reminder+channels+for+reducing+telehealth+appointment+no-shows%3A+%28A%29+push+notification+24h+before+%2B+1h+before%2C+%28B%29+SMS+24h+before+%2B+1h+before%2C+%28C%29+in-app+banner+on+next+session+open.+Primary+metric%3A+appointment+completion+rate.+Secondary+metrics%3A+cancellation+rate%2C+reschedule+rate%2C+and+30-day+return+visit+rate+for+completers.+Segment+results+by+member+age+band+%2818%E2%80%9334%2C+35%E2%80%9354%2C+55%2B%29+to+identify+whether+channel+preference+varies+by+demographics.\&siteLocation=prompt-library-card-try)

Audit impact when activation definition changes

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=After+we+change+the+activation+event+definition%2C+audit+impact%3A+historical+funnel+vs.+prediction+accuracy%2C+cohort+sizes+in+destinations%2C+and+whether+computations+need+updating.\&siteLocation=prompt-library-card-try)

ExperimentsMedia & Entertainment

Auto-play next episode: 3s countdown vs. 10s vs. manual only

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Test+three+auto-play+configurations%3A+%28A%29+3-second+countdown+to+next+episode%2C+%28B%29+10-second+countdown%2C+%28C%29+no+auto-play+%28user+must+manually+start+next+episode%29.+Primary+metric%3A+episodes-per-session+for+series+content.+Secondary+metrics%3A+overall+watch+time+per+session+and+7-day+retention.+Segment+results+by+device+type+%E2%80%94+auto-play+behavior+often+differs+significantly+between+TV%2C+mobile%2C+and+web.+Run+for+2+weeks+on+series-watching+subscribers%2C+33%2F33%2F33+split.\&siteLocation=prompt-library-card-try)

Behavioral cohort: signup without activation in 14 days

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Build+a+behavioral+cohort+of+users+who+completed+signup+but+have+not+fired+our+activation+event+in+the+last+14+days+%E2%80%94+then+outline+how+to+sync+it+to+our+engagement+tool+for+a+win-back+campaign.\&siteLocation=prompt-library-card-try)

Charts & AnalysisMedia & Entertainment

Binge session analysis: what content triggers multi-episode watching?

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Identify+which+titles%2C+genres%2C+and+release+formats+most+frequently+trigger+binge+sessions+%E2%80%94+defined+as+watching+3+or+more+episodes+in+a+single+session.+Show%3A+binge+session+rate+by+genre%2C+average+episodes+watched+per+binge+session%2C+and+whether+binge+sessions+are+more+common+on+weekends+vs.+weekdays.+Identify+the+single+piece+of+content+most+correlated+with+a+user+going+on+to+watch+5%2B+pieces+of+content+in+the+following+7+days.\&siteLocation=prompt-library-card-try)

DashboardsTravel & Hospitality

Booking funnel dashboard: search → select → checkout → confirm

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Build+a+booking+funnel+dashboard+tracking+the+end-to-end+conversion+from+search+to+confirmed+booking%3A+Search+Performed+%E2%86%92+Results+Viewed+%E2%86%92+Listing+Selected+%E2%86%92+Checkout+Started+%E2%86%92+Booking+Confirmed.+Show+drop-off+rates+at+each+step%2C+segment+by+device+%28iOS%2C+Android%2C+web%29+and+traveler+type+%28new+vs.+returning%29%2C+and+surface+the+step+with+the+highest+abandonment.+Per+the+Amplitude+benchmarks+report%2C+removing+friction+from+this+flow+is+the+%231+strategy+for+top+travel+products+%E2%80%94+flag+any+step+where+conversion+has+declined+more+than+10%25+MoM.\&siteLocation=prompt-library-card-try)

Brand mentions: social vs. support early warning

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Monitor+Brand+mentions+from+Reddit+and+X+vs.+support+tickets%3A+when+social+volume+leads+ticket+volume+by+a+few+days%2C+what%27s+an+early-warning+dashboard+we+should+use%3F\&siteLocation=prompt-library-card-try)

ActivationE-commerce & Retail

Browsed-but-never-purchased cohort: 14-day re-engagement plan

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Identify+users+who+have+browsed+product+detail+pages+at+least+3+times+but+have+never+made+a+purchase.+For+this+cohort%3A+%281%29+size+and+monthly+trend+over+6+months%2C+%282%29+most-viewed+product+categories%2C+%283%29+most+common+last+action+before+going+inactive.+Recommend+a+personalized+re-engagement+sequence+%28push%2C+email%2C+or+in-app%29+featuring+products+from+their+most-browsed+category.+Track+success+as+completing+a+first+purchase+within+14+days+of+receiving+the+campaign.\&siteLocation=prompt-library-card-try)

Build a "health of the business" dashboard with leading indicators

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Build+a+health-of-the-business+dashboard+with+leading+indicators%3A+activation+rate%2C+time+to+first+value%2C+weekly+active+users+by+cohort%2C+and+revenue+trend.+Add+anomaly+detection+on+the+main+KPI+and+include+a+one-line+summary+of+the+latest+trend+for+each+chart.\&siteLocation=prompt-library-card-try)

Build a real-time launch dashboard: feature adoption by segment

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Build+a+real-time+launch+dashboard+for+our+new+feature%3A+adoption+by+segment%2C+daily+new+adopters%2C+and+retention+of+adopters+vs+non-adopters.+Use+a+7-day+rolling+window+and+add+a+summary+card+with+the+top-level+adoption+number+and+week-over-week+change.\&siteLocation=prompt-library-card-try)

Build a weekly exec dashboard: DAU, retention, revenue by segment

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Create+a+weekly+executive+dashboard+showing+DAU%2C+retention+%28D1%2FD7%2FD30%29%2C+and+revenue+by+user+segment.+Use+our+North+Star+segment+as+the+primary+breakdown+and+add+comparison+to+prior+week.+Include+a+short+narrative+at+the+top+summarizing+the+main+takeaways.\&siteLocation=prompt-library-card-try)

CSV NPS upload: columns and user mapping

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Upload+a+CSV+of+NPS+verbatims+%E2%80%94+validate+column+mapping+%28feedback+text%2C+timestamp%2C+email%29+and+outline+user+mapping+so+insights+merge+to+the+right+Amplitude+users.\&siteLocation=prompt-library-card-try)

SurveysMedia & Entertainment

Cancellation intent survey: what would convince you to stay?

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Trigger+a+2-question+survey+immediately+when+a+subscriber+visits+the+cancellation+flow.+Question+1%3A+%27What+is+the+main+reason+you%27re+considering+cancelling%3F%27+%28Too+expensive+%2F+Not+enough+content+I+like+%2F+Not+watching+enough+%2F+Switching+to+another+service+%2F+Technical+issues+%2F+Other%29+Question+2+%28open+text%29%3A+%27What+would+we+need+to+change+for+you+to+stay%3F%27+Use+responses+to+build+a+retention+offer+decision+tree+%E2%80%94+e.g.%2C+users+who+cite+price+receive+a+discount+offer%3B+users+who+cite+content+gaps+receive+a+curated+playlist+of+relevant+titles.\&siteLocation=prompt-library-card-try)

GuidesHealthcare

Care plan adherence nudge for members inactive for 14+ days

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Design+a+re-engagement+guide+targeting+members+who+have+an+active+care+plan+but+have+not+logged+into+the+portal+or+completed+a+care+plan+task+in+14+days.+Use+behavioral+signals+as+adherence+proxies+%28login+frequency%2C+task+completions%2C+message+reads%29+rather+than+clinical+outcomes.+The+guide+should+surface%3A+%281%29+their+next+overdue+care+plan+task%2C+%282%29+a+one-tap+option+to+message+their+care+team%2C+%283%29+a+prompt+to+reschedule+a+missed+appointment.+Suppress+the+guide+once+the+member+completes+any+care+plan+action.\&siteLocation=prompt-library-card-try)

Charts & AnalysisE-commerce & Retail

Cart abandonment path analysis: what do shoppers do after leaving?

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Run+a+path+analysis+on+users+who+added+at+least+one+item+to+their+cart+but+did+not+complete+a+purchase+within+24+hours.+What+are+the+top+5+actions+they+take+after+abandoning+the+cart%3F+Segment+by+device+and+new+vs.+returning+customer.+Identify+whether+abandoned-cart+users+are+more+likely+to+return+and+purchase+within+7+days+if+they+receive+a+push+notification+vs.+email+%E2%80%94+surface+which+re-engagement+channel+has+the+higher+recovery+rate.\&siteLocation=prompt-library-card-try)

SurveysE-commerce & Retail

Cart abandonment survey: why didn't you complete your purchase?

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Create+a+2-question+in-app+survey+for+users+who+abandoned+their+cart+in+the+last+48+hours+without+purchasing.+Question+1%3A+%27What+stopped+you+from+completing+your+purchase%3F%27+%28Price+too+high+%2F+Shipping+cost+%2F+Just+browsing+%2F+Found+it+cheaper+elsewhere+%2F+Changed+my+mind+%2F+Technical+issue+%2F+Other%29+Question+2+%28open+text%29%3A+%27What+would+have+made+you+more+likely+to+buy%3F%27+Trigger+on+next+app+open%2C+suppress+after+one+response+or+after+the+user+completes+a+purchase.\&siteLocation=prompt-library-card-try)

Churn prediction: behaviors in the 14 days before cancellation

[Try in Amplitude →](https://app.amplitude.com/analytics?aiQuery=Analyze+the+behavioral+patterns+of+subscribers+who+cancelled+in+the+last+90+days.+Compare+their+activity+in+the+14+days+before+cancellation+vs.+the+same+subscribers+30+days+prior.+Identify+the+top+5+behavioral+signals+that+predict+churn+%28e.g.%2C+declining+session+frequency%2C+shorter+watch+times%2C+drop+in+completion+rate%2C+browsing+without+playing%2C+visiting+account%2Fbilling+pages%29.+Rank+signals+by+predictive+power+and+flag+which+can+be+detected+early+enough+to+intervene.\&siteLocation=prompt-library-card-try)