E-commerce

AI Chatbot for minimum order quantities: explaining thresholds and alternatives

AI Chatbot for minimum order quantities: explaining thresholds and alternatives

July 1, 2026

"The bot is talking about a pack of 6, for me it's the €500 minimum that's blocking." "How much am I missing to order?" "The AI promises a test exception without checking my wholesale account." Three failures where the AI confuses cart MOQ and SKU pack (#474), invents a threshold, or promises a waiver it cannot execute.

An AI order minimum chatbot does not replace MOQ-FLOW agents (#476). It reads MOQ-MAP, calculates the € or qty gap, suggests product alternatives, reroutes pack vs free shipping vs wholesale, and hands off to sales for a test exception.

This guide #477 covers intents bot_moq_*, flow MOQBOT, and KPI moq_bot. Paired bot of the MOQ playbook (#476). Distinct from the pack bot (#475): here, cart order thresholds and wholesale MOQ.

Summary

Why automate the MOQ with a bot?

Checkout MOQ blockages occur at the most fragile moment: the customer wants to pay and sees a generic message. A calibrated bot responds in seconds with the exact gap and concrete options.

What the bot solves

  • Opaque gap: "how much am I missing?" without calculation

  • Pack confusion: SKU pack (#474) vs cart threshold (#476)

  • Free shipping: delivery threshold ≠ minimum order

Baymard points out that a poorly explained blocked checkout leads to an additional 10 to 18% abandonment rate (Baymard, checkout 2025).

What the bot does not do

No test order exception (sales manager). No MOQ-MAP modification. No wholesale qualification (#333), only rerouting.

MOQBOT vs MOQ #476 and CARTQTYBOT #475

Three bots, three different rules. Mixing them creates false answers.

Quick matrix

  • #477 MOQBOT: € MOV, MOQ SKU wholesale, cart gap

  • #476 MOQ-FLOW: agents, test exceptions, active wholesale

  • #475 CARTQTYBOT: batch of 6, SKU line qty increment

  • #144 wholesale: existing retailer customer, restocking delays

Bot #475 must reroute to MOQBOT when the customer mentions "minimum order" or "checkout blocked €500", not explain a product batch.

Which bot_moq_* intents should be classified?

Eight intents are enough to cover 90% of MOQ bot sessions.

Eight bot_moq intents

  • bot_moq_mov_blocked: checkout blocked by € threshold

  • bot_moq_gap_how_much: how much to add

  • bot_moq_sku_wholesale: MOQ per pro reference

  • bot_moq_why_minimum: why this threshold

  • bot_moq_vs_lot: lot confusion #474

  • bot_moq_vs_free_ship: free shipping ≠ MOQ

  • bot_moq_test_order: exception request sales handoff

  • bot_moq_wholesale_qualif: no pro account reroute #333

Tier 1 auto: gap, why, vs_lot, vs_free_ship. Tier 2 handoff: test_order, wholesale_qualif.

How should MOQ-MAP #476 be consumed?

The bot reads MOQ-MAP #476: segment (B2C, wholesale, pro), type (mov, sku_moq, order_qty), threshold_value, mix_skus_allowed, client_label_fr.

Lookup cart API

MB-3 reads live cart subtotal, qty per SKU, account segment. Gap = threshold minus subtotal. No threshold is ever invented by the LLM.

Shared Corpus

Macros MOQ-GAP-01, MOQ-VS-LOT-01, MOQ-VS-SHIP-01 (#476) + /pages/minimum-order in the RAG bot.

MOQBOT-SUP policy in six rules

Six rules are enough for a safe MOQ bot in production.

  1. MOQ-MAP grounded: thresholds from map + cart API

  2. NO-INVENT-THRESHOLD: block non-map amount

  3. Gap always cited: exact remaining € or qty

  4. LOT-REROUTE: lot keywords → #475 CARTQTYBOT

  5. NO-EXCEPTION-BOT: test order → handoff sales

  6. /pages/minimum-order: link once per thread

Forbidden: promising to waive MOV, opening a wholesale account, confusing excl. tax and incl. tax if MOQ-MAP cites incl. tax.

MOQBOT MB-1 to MB-8 Flow

Short flow, eight steps.

  1. MB-1 Classify: bot_moq_* intent

  2. MB-2 Auth / segment: guest B2C wholesale

  3. MB-3 Cart lookup: subtotal, lines, block reason

  4. MB-4 MOQ-MAP: threshold, type, label

  5. MB-5 Reroute: lot, ship, qualif, dup

  6. MB-6 Respond: TPL-MOQBOT-* grounded

  7. MB-7 Branch: close | suggest SKUs | handoff sales

  8. MB-8 Log: intent, gap, handoff

Example bot_moq_gap_how_much

TPL-MOQBOT-GAP: "Cart €487. Minimum €500. €13 missing. Suggestions: [stock accessories]. /pages/minimum-order"

Templates and touchpoints

Four templates cover the essentials.

TPL-MOQBOT-GAP

Cart [X]. Minimum [Y]. Missing [gap]. Product suggestions or /pages/minimum-order.

TPL-MOQBOT-VS-LOT

Batch [6] = product quantity rule (#474). Minimum [500 €] = total order threshold. Two distinct rules.

TPL-MOQBOT-VS-SHIP

Free shipping from [80 €]. Minimum order [150 €]. You can order [150 €] with shipping costs.

TPL-MOQBOT-HANDOFF-TEST

Test order [8] vs MOQ [12]: sales transfer within 24 hours. Chat reference [id].

Touchpoints

  • Cart drawer: "Minimum order?" chip

  • Checkout block: bot embed gap

  • MOV progress bar in cart

Edge cases to route

Four cases outside tier 1 bot.

  • Test order wholesale: handoff sales, no MOQ-TEST-OK bot

  • Lead without pro account: #333 qualif

  • Active reseller lead times: #144

  • Promo under MOV: gap calculated on subtotal post-promo rule MOQ-MAP

Klarna, COD, or wire transfer do not exempt from MOV: the bot cites MOQ-GAP before the payment method.

Essential moq_bot KPIs

Five metrics are enough to monitor the MOQ bot.

  • moq_bot_auto_resolve: tier 1 without agent

  • moq_bot_gap_resolve: checkout completed post bot gap

  • moq_bot_invent_threshold: violations (target 0)

  • moq_bot_lot_reroute_accuracy: correct bot lot vs MOQ

  • moq_bot_csat: satisfaction post MOQ bot

Pragmatic target: auto_resolve > 75%, invent_threshold 0, gap_resolve > 60% of sessions with gap < €50.

Anti-patterns to avoid

Six common errors in MOQ bot deployment.

  1. Inventing a threshold absent from MOQ-MAP

  2. Explaining a SKU batch instead of the cart MOV

  3. Promising a test exception without sales handoff

  4. Confusing free shipping with minimum order

  5. Suggesting out-of-stock SKUs to fill the gap

  6. Empty handoff without gap, segment, and cart SKUs

MOQBOT with Qstomy

Qstomy on Shopify: classify bot_moq_*, MOQ-MAP lookup, cart gap calculator, reroute lot/ship/qualif, handoff sales payload (gap, segment, SKUs, qty).

Pipeline: #477 bot tier 1 MOQ → #476 agents exceptions → #475 reroute lot if upstream confusion.

Explore customer support and request a demo.

Deployment checklist and FAQ

MOQBOT Checklist (8 steps)

  1. Import MOQ-MAP #476 into RAG bot

  2. Policy MOQBOT-SUP 6 rules

  3. 8 intents bot_moq_* + flow MB-1 to MB-8

  4. Cart API gap calculator

  5. 4 templates TPL-MOQBOT-*

  6. Reroute pack (#475) and qualif (#333)

  7. Test 6 scenarios: gap, vs pack, vs ship, sku moq, test handoff, invent block

  8. Dashboard KPI section 9

FAQ

Bot waives the minimum?
No. Sales handoff for test exception. Bot explain + gap only.

Difference from #476?
#476 agents and exceptions. #477 bot gap and explain tier 1.

Difference from #475?
#475 SKU pack qty. #477 MOV wholesale cart threshold.

Go further

This week: sync MOQ-MAP, activate cart chip "Minimum order?", test €13 gap with stock suggestions, verify pack reroute in staging.

Enzo

July 1, 2026

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