Lighting the Way to AIExact recipes for real AI jobs

small business · ~25 min

Should I keep, discount, or discontinue this SKU? (small business)

Last verified: 2026-09-08

Not legal advice on cancellations. No invented market share. Paths are options—you own the line-level call.

Top picks

Best Overall

Claude

Holds labeled paths and paste-only rules without inventing numbers.

Open Claude

Best Free

ChatGPT Free

Fast scorecard + path labels from one pack.

Open ChatGPT

Best Power-User

Claude + second pass in ChatGPT

Tree in one; invented-fact / tone check in the other. Gemini is also solid. You own the call—AI only structures options.

Open Claude

Protocol

  1. Step 1 of 6

    Paste facts (5–8 min).

    Assemble only what you actually know. Mark gaps [MISSING] / [NEED FACT]. Do not invent rates, BATNA, legal outcomes, or benchmarks. This small-business line-level existence gate is not a job quote and is narrower than a whole-catalog price raise. No invented market share, elasticity, or clearance lift percentages.

    Paths at a glance

    PathLean this way when (from your paste)
    A — KeepMargin and demand meet your floors; support cost acceptable; strategic reason to retain.
    B — Raise price or shrink scopeDemand exists but margin/support miss floors—fixable without killing the line.
    C — Clearance / sunsetExit needed but inventory/customers need an orderly wind-down you can staff.
    D — Discontinue nowZombie line: thin demand, poor margin, high support—and delay costs more per your notes.
  2. Step 2 of 6

    Lock decision-tree rules (step 2).

    Paste the rules first so the model cannot mint market share, competitor SKUs, or clearance lift %.

    Copy-paste prompt

    Help me run a KEEP / DISCOUNT-OR-FIX / DISCONTINUE SKU decision tree.
    Hard rules:
    - Use ONLY margin, demand, and support facts I paste. Do not invent market share, competitor SKUs, or clearance lift %.
    - Paths: Path A Keep / Path B Raise price or shrink scope / Path C Clearance then sunset / Path D Discontinue now.
    - Optional customer sunset note ONLY after I choose C or D, using only dates/offers I authorize.
    - Not legal advice on cancellations. I decide.
    Confirm in one sentence, then wait for my pack.
  3. Step 3 of 6

    Fill pack (step 3a) and generate (step 3b).

    Paste the pack, then send the generate command. The model must not pick a path for you.

    Paste pack

    SKU / SERVICE NAME: [ ]
    REVENUE / UNITS (period): [or MISSING]
    GROSS MARGIN: [or MISSING]
    MY MARGIN FLOOR: [or NEED FACT]
    SUPPORT COST / TIME DRAIN (facts): [or MISSING]
    DEMAND TREND NOTES: [ ]
    STRATEGIC REASON TO KEEP (if any): [or NONE]
    INVENTORY / CONTRACT OBLIGATIONS: [or NONE]
    CUSTOMER COMMUNICATION CONSTRAINTS: [or MISSING]
    PRICE RAISE OR SCOPE SHRINK I COULD TRY: [or NEED FACT]

    After you send the filled pack, copy the Generate command in the next box and paste it into the SAME chat so the AI runs the decision tree / produces the output.

    Generate command — copy and send this next (same chat)

    Build the decision tree now:
    1) Facts vs [MISSING]
    2) Scorecard table: Criterion | My fact | Lean (+/0/− or NEED FACT) | Note
    3) Path A Keep / Path B Raise price or shrink scope / Path C Clearance-sunset / Path D Discontinue now — for each: when it fits, what must be true from my pack, 3 owner-verify bullets
    4) Do NOT pick for me. Do not invent facts.
  4. Step 4 of 6

    Choose a path (step 4); optional wording.

    Only after you pick a labeled path. Owner-verify: facts still match your pack; [MISSING] gaps filled or accepted; any sendable wording uses only terms you authorize.

    Path wording

    I chose Path [A/B/C/D]. If C or D, draft a short customer/sunset note using only dates, substitutes, and offers I authorize: [ ].
    No invented discounts. Mark [NEED FACT].
  5. Step 5 of 6

    Second-model check (step 5).

    In the other tool, paste the tree plus your pack:

    Second-model check

    Here is a keep/discontinue SKU tree from another assistant plus my pack.
    Find: (1) invented market share or clearance %, (2) discontinue forced despite strategic keep reasons I listed, (3) offers not in my authorize list, (4) confusion with whole-catalog price raise.
    Return only corrections.
  6. Step 6 of 6

    Human decide and act (step 6).

    Pick one path. Fill [NEED FACT] gaps from real sources. Send or implement yourself—AI drafts are not approvals, contracts, classifications, or tax elections. If the line stays and you still quote it, use the service-estimate how-to. Whole-catalog pricing is a different tree.

When not to

  • Do not invent market share, elasticity, or competitor catalog moves.
  • Contracted deliverables or regulated product withdrawals—follow those rules/counsel.
  • Skip if margin and support time are unknown—measure one period first.
  • Whole-catalog pricing belongs on the raise-prices recipe instead.

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