E-commerce

AI chatbot for in-store returns: check rules, hours, and refunds

AI chatbot for in-store returns: check rules, hours, and refunds

July 1, 2026

"The bot promises cash when the policy prohibits counter cash." "The AI cites 3 days for reimbursement outside the refund_timing map." "Chatbot directs to store exchange instead of return refund." Three failures where a poorly calibrated store return bot invents refunds, ignores hours, or confuses STEXCH #743.

An e-commerce store return AI chatbot does not replace STORRET agents (#745). It reads STORRET-MAP, cites return_policy_copy refund_method_policy_copy store_hours_policy_copy and hands off refund delay dispute refusal POS to store humans.

This guide #746 covers intents bot_storret_*, flow STORRETbot and KPI storret_bot. Bot pair of the STORRET playbook (#745). Omnichannel AI use case: reimbursement schedule rules without promised return or online exchange confusion.

Summary

Why automate in-store returns with a bot?

"Can I return to the store after a website purchase?", "card refund or store credit?" and "what are the hours for returns in Lyon?" arrive post-delivery on the return help page chat widget. A calibrated bot cites STORRET-MAP policy proof refund hours without promising the return is executed nor routing exchange #743.

What the bot resolves tier 1 store return

  • Eligibility explain: return_policy_copy POLICY-CITE-BOT map

  • Proof guide: proof_requirements_copy PROOF-CITE-BOT map

  • Refund method: refund_method_policy_copy REFUND-METHOD-CITE-BOT map

  • Refund timing: refund_timing_days_copy cite map

  • Store hours: store_hours_policy_copy HOURS-CITE-BOT map

Shopify POS allows return refund online order if unified policy (Shopify POS, return exchange 2026). Without a grounded bot, AI promises cash or cites an invented refund delay.

STORRETbot vs STORRET #745, bot return #10, STEXCH #744 and omnichannel #272

Six contents, six distinct omnichannel return flows.

Quick matrix

Pipeline: #746 bot schedule rules refund tier 1 → #745 dispute agents refund delay escalate store ops.

Which bot_storret_* intents should be configured?

Eight bot return-to-store intents mapped to storret_* typologies #745.

Eight bot_storret intents

  • bot_storret_policy : return_policy_copy POLICY-CITE-BOT map

  • bot_storret_eligibility : order_ref delivered return_window verify map

  • bot_storret_proof : proof_requirements_copy PROOF-CITE-BOT map

  • bot_storret_refund_method : refund_method_policy_copy REFUND-METHOD-CITE-BOT map

  • bot_storret_refund_timing : refund_timing_days_copy cite map

  • bot_storret_store_hours : store_hours_policy_copy HOURS-CITE-BOT map

  • bot_storret_process : pos_return_process_copy explain map

  • bot_storret_handoff : refusal POS refund delay → #745

Tier 1 auto: policy, eligibility, proof, refund, hours if STORRET-MAP active + guardrails NO-RETURN-PROMISE-BOT.

bot_storret_handoff dispute refund delay counter refusal → agents #745 payload order_ref store intent.

How should STORRET-MAP #745 be consumed?

The bot reads STORRET-MAP #745: storret_program_id, eligible_skus, store_locations, return_policy_copy, return_window_days, proof_requirements_copy, pos_return_process_copy, refund_method_policy_copy, refund_timing_days_copy, store_hours_policy_copy, exclusions_copy, customer_communication_copy.

Lookup grounded

  • POLICY-CITE-BOT: return_policy_copy cite map verbatim

  • PROOF-CITE-BOT: proof_requirements_copy cite map only

  • REFUND-METHOD-CITE-BOT: refund_method_policy_copy cite cashless if forbidden map

  • HOURS-CITE-BOT: store_hours_policy_copy cite location map

  • NO-RETURN-PROMISE-BOT: no return confirmed bot handoff #745 POS ops

  • STEXCH743-REROUTE-BOT: exchange → STEXCHbot #744 distinct from refund

  • RETURNONLINE-REROUTE-BOT: label portal → return bot #10 distinct from counter

  • STORRET745-HANDOFF-BOT: refund delay dispute → #745 agents SR-7

Alignment anti-hallucination (#123): eligibility refund delay hours = STORRET-MAP whitelist only.

STORRETBOT-SUP policy in six rules

Six bot rules for responsible in-store return.

  1. STORRET-MAP-GROUNDED-BOT : refund proof eligibility from map only

  2. POLICY-CITE-BOT : return_policy_copy quotes without omission

  3. REFUND-METHOD-CITE-BOT : refund_method_policy_copy quotes without cash if prohibited by map

  4. NO-RETURN-PROMISE-BOT : no return confirmed by bot handoff #745 POS ops

  5. HOURS-CITE-BOT : store_hours_policy_copy quotes location before guide

  6. STEXCH743-REROUTE-BOT : exchange → STEXCH #743 separate from refund

Flow STORRETbot SRB-1 to SRB-8

Flow of the eight steps for the web post-purchase in-store return bot.

  1. SRB-1 Classify : bot_storret_* intent detect help page post-delivery returns widget

  2. SRB-2 Collect : order_ref store_location sku refund question

  3. SRB-3 STORRET-MAP : policy proof process refund_method timing hours exclusions

  4. SRB-4 Lookup : order delivered status return_window verify

  5. SRB-5 Guardrail : POLICY PROOF REFUND-METHOD HOURS NO-RETURN STEXCH743 RETURNONLINE HANDOFF

  6. SRB-6 Respond : TPL-STORRETbot grounded customer_communication_copy

  7. SRB-7 Handoff or close : dispute refund delay refusal POS #745 payload

  8. SRB-8 Log : intent storret_program_id tag storret_bot policy_cited handoff Y/N

Example TPL-STORRETbot-ELIGIBILITY

“Order [order_ref map]: in-store return [store_locations map.] Return window [return_window_days map] days post-delivery. [exclusions_copy map.] POLICY-CITE-BOT NO-RETURN-PROMISE-BOT.”

TPL-STORRETbot and touchpoints templates

Four essential templates.

TPL-STORRETbot-POLICY

Program [storret_program_id]: [return_policy_copy map.] Window [return_window_days map] d. [exclusions_copy map.] POLICY-CITE-BOT NO-RETURN-PROMISE-BOT.

TPL-STORRETbot-REFUND

Refund: [refund_method_policy_copy map.] Window [refund_timing_days_copy map] d after counter return. REFUND-METHOD-CITE-BOT. No cash if prohibited map.

TPL-STORRETbot-HOURS

In-store return [store_location map]: [store_hours_policy_copy map.] [pos_return_process_copy map.] HOURS-CITE-BOT PROOF-CITE-BOT.

TPL-STORRETbot-VS-EXCHANGE

Return refund: [pos_return_process_copy map.] Size exchange: STEXCHbot #744 distinct refund. STEXCH743-REROUTE-BOT if exchange preferred map.

Touchpoints

  • In-store return help page: bot_storret_policy proactive

  • Post-delivery email footer: bot_storret_eligibility entry

  • Returns page chat widget: bot_storret_refund_method trigger

  • Keyword return in store: bot_storret_proof bot_storret_hours entry

Edge cases and reroutes

Five non-tier 1 cases bot standard store return.

Bot explain policy proof refund hours tier 1. Dispute refund delay refusal counter → agents #745.

Essential storret_bot KPIs

Five STORRETbot management metrics.

  • storret_bot_eligibility_deflect: proof refund hours eligibility resolved without agent

  • storret_bot_policy_cite_rate: POLICY-CITE-BOT / bot_storret policy eligibility

  • storret_bot_return_promise_violations: return promised bot audit target 0

  • storret_bot_cash_promise_violations: cash promised if forbidden audit target 0

  • storret_bot_handoff_rate: dispute refund delay POS refusal / total storret bot

Target: storret_bot_return_promise_violations 0 and storret_bot_eligibility_deflect greater than 50%.

STORRETbot anti-patterns

Five common bot store return errors.

  1. Confirmed return bot: NO-RETURN-PROMISE-BOT handoff #745 POS API

  2. Cash promised forbidden: REFUND-METHOD-CITE-BOT refund_method_policy_copy map

  3. Confusing exchange #744: STEXCH743-REROUTE-BOT exchange distinct refund

  4. Invented refund delay bot: REFUND-METHOD-CITE-BOT refund_timing_days_copy map only

  5. Invented hours bot: HOURS-CITE-BOT store_hours_policy_copy map only

STORRETbot with Qstomy

Qstomy on Shopify: detect bot_storret intent, STORRET-MAP RAG grounded, refund method hours cite, NO-RETURN guardrail, handoff #745 ops tier 2.

Pipeline: #746 bot rules refund hours tier 1 → #745 agents dispute refund delay escalate store ops.

Explore AI support and request a demo.

Checklist, FAQ and going further

STORRETbot Checklist (8 steps)

  1. Sync STORRET-MAP #745: RAG bot help page email post-delivery feedback

  2. Policy STORRETBOT-SUP: 6 rules POLICY REFUND-METHOD NO-RETURN HOURS STEXCH743

  3. 8 intents bot_storret_*: flow SRB-1 to SRB-8

  4. 4 templates TPL-STORRETbot-*: POLICY REFUND HOURS VS-EXCHANGE

  5. Order lookup API sync: delivered return_window verify test agents

  6. Store return help page chat embed: bot_storret_policy proactive

  7. Red team 10 prompts: promised cash return confused exchange invented timeframe

  8. Dashboard KPI: storret_bot_* section 9 return_violations cash_violations deflect

FAQ

Difference #745?
#745 = dispute agents refund delay POS refusal escalate store ops. #746 = tier 1 bot schedule rules refund handoff without return promised.

Does the bot confirm counter return?
No. TPL-STORRETbot-POLICY NO-RETURN-PROMISE-BOT STORRET745-HANDOFF-BOT.

Difference online return bot #10?
Label portal = RETURNONLINE-REROUTE-BOT. Store return = bot_storret_* map.

Difference store exchange #744?
#744 = size color exchange. #746 = store counter refund post-web purchase.

Next steps

This week: index STORRET-MAP RAG store return help page, red team cash_promise_violations audit, sync email post-delivery widget eligibility entry.

Enzo

July 1, 2026

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