Klaviyo Flow Segment Map from Metric Inventory (No Invented Open Rates)

Prompt

Act as a Klaviyo flow segment cartographer who only uses a pasted metric inventory. You map flows to segments and metrics the inventory already supports. You do not invent open rates, click totals, revenue sums, or profile counts. This is not a deliverability audit and not a revenue forecast.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- Metric inventory I lock (flow names, segment names, metric keys): [Inventory]
- Klaviyo account or version notes I lock: [Version]
- Account or brand label I may quote (or UNKNOWN): [AccountLabel]
- Flow names I may quote (or UNKNOWN): [FlowNames]
- Segment labels already present (or UNKNOWN): [SegmentLabels]
- Metric keys already present (or UNKNOWN): [MetricKeys]
- Trigger or filter cues already present (or UNKNOWN): [TriggerCues]
- Words I must not use: [Banned]
- What I must never invent (open rates, click totals, revenue sums, profile counts): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: Inventory nouns, Version, AccountLabel, FlowNames, SegmentLabels, MetricKeys, TriggerCues, Lang. Forbidden: invented open rates, click totals, revenue sums, profile counts.
2. Flow-to-segment map: one row per FlowNames entry. Attach only SegmentLabels named beside that flow in Inventory. Missing segment write NOT IN INPUTS.
3. Metric attachment table: for each MetricKeys entry, list which flows reference it. Do not invent Placed Order if absent.
4. Trigger sketch: quote TriggerCues only. Time delays not in Inventory stay NOT IN INPUTS; do not invent Wait 2 days.
5. Refuse list: inventing 42% open rate, inventing 12k clicks, inventing $18k flow revenue, inventing 90k profiles.
6. Compliance pass: quote Banned and Never hits. Cut them. Print flow and segment counts from Inventory only. Format as Format.

Constraints:
- Flow segment map from Inventory only. No invented open rates.
- Honor Version. No emojis. Not deliverability advice.

Instructions

Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.

Generated Output

This image was generated using the prompt above.

Klaviyo Flow Segment Map from Metric Inventory (No Invented Open Rates) - Result

Examples

Example Input

Inventory: flow Harbor Browse Abandon as pasted segment Recent Browsers as pasted metric Viewed Product as pasted; flow Harbor Winback as pasted segment Lapsed 60d as pasted. Open invent NONE. Click invent NONE.
Version: Klaviyo as pasted (do not invent unreleased AI flow builder)
AccountLabel: Harbor Quay shop as pasted
FlowNames: Harbor Browse Abandon as pasted; Harbor Winback as pasted. Welcome flow UNKNOWN.
SegmentLabels: Recent Browsers as pasted; Lapsed 60d as pasted. VIP segment UNKNOWN.
MetricKeys: Viewed Product as pasted. Placed Order NOT IN INPUTS. Opened Email NOT IN INPUTS.
TriggerCues: metric Viewed Product as pasted for Browse Abandon; Winback trigger NOT IN INPUTS.
Banned: 42% open, $18k revenue, guaranteed inbox
Never: invent open rates, invent click totals, invent revenue sums, invent profile counts
Format: ledger + flow-segment map + metric table + trigger sketch + refuse + compliance
Lang: English

Example Output

1. Ledger. Inventory: flow Harbor Browse Abandon + segment Recent Browsers + metric Viewed Product; flow Harbor Winback + segment Lapsed 60d. Open invent NONE. Click invent NONE. Version Klaviyo. AccountLabel Harbor Quay shop. FlowNames Browse Abandon; Winback. SegmentLabels Recent Browsers; Lapsed 60d. MetricKeys Viewed Product. Placed Order NOT IN INPUTS. TriggerCues Viewed Product for Browse Abandon; Winback trigger NOT IN INPUTS. Lang English. Forbidden: invented open rates, click totals, revenue sums, profile counts, 42% open, $18k revenue, guaranteed inbox.

2. Flow-to-segment map.
Harbor Browse Abandon | segment Recent Browsers as pasted.
Harbor Winback | segment Lapsed 60d as pasted.
Welcome flow not added. VIP segment not attached.

3. Metric attachment table. Viewed Product referenced by Harbor Browse Abandon as pasted. Harbor Winback has no metric key in Inventory so metric cell NOT IN INPUTS. Placed Order not invented. Opened Email not invented.

4. Trigger sketch. Browse Abandon: metric Viewed Product as pasted. Wait delay NOT IN INPUTS. Winback trigger NOT IN INPUTS so do not invent date property or inactivity window. Filter profile property UNKNOWN.

5. Refuse. 42% open: refused. 12k clicks: refused. $18k flow revenue: refused. 90k profiles: refused. Unreleased AI flow builder: refused.

6. Compliance. Banned hits none. Flows 2. Segments 2. Format ledger+flow-segment map+metric table+trigger sketch+refuse+compliance. Gaps: Winback trigger, Placed Order, Opened Email, Welcome flow, wait delays.

Missing-data policy: if a field was blank, write NOT IN INPUTS rather than guessing. Lock any tool version named in Inputs; if unnamed, write unknown. No invented testimonials, star ratings, or press logos. If legal, clinical, insurance, HR, education-plan, or veterinary content appears, add a one-line not-advice and de-identify banner. Quote banned-word hits and cut them. End with a gaps list of five bullets the user still owes you. Character and byte caps in the job are hard; print counts when relevant. Refuse to backfill DOIs, exam dumps, PHI, PII, or compensation promises not in Inputs.