E-commerce
July 1, 2026
"The bot claims it's a counterfeit when it's just the new official design." "The AI promises a refund for the packaging change without checking the SKU." "The chatbot asserts the formula has changed, whereas the PKGCHG-MAP says it's unchanged." Three failures where a badly calibrated packaging change bot amplifies doubt or promises a return outside of SNAD.
An e-commerce packaging change AI chatbot does not replace PKGCHG agents (#701). It reads PKGCHG-MAP, cites authenticity_proof_copy formula_unchanged transition_stock_policy, and hands off SNAD wrong SKU to humans.
This guide #702 covers intents bot_pkgchg_*, flow PKGCHGbot, and KPI pkgchg_bot. The bot companion of the PKGCHG playbook (#701). AI use case: reassuring authenticity without promising returns or confusing packaging with reformulation.
Summary
Why automate packaging changes using a bot?
"Is this a counterfeit?", "did you change the formula?" and "I want to return the new box" arrive right after the post-refresh unboxing. A calibrated bot references the PKGCHG-MAP old new design, authenticity proof, and formula unchanged without promising refunds or inventing formulas.
What the tier 1 bot solves for packaging changes
Reassure authenticity: authenticity_proof_copy map
Formula unchanged: formula_unchanged_copy cite map
Stock transition: transition_stock_policy old new map
What has changed: old vs new packaging description map
Return policy: return_policy_packaging_only explain
Post-refresh packaging tickets often peak within 72 hours post-delivery if the PDP and FAQ do not mention the transition (Shopify, packaging CX 2026).
PKGCHGbot vs PKGCHG #701, PACKFREEbot #608, DISCPKGbot #648 and reformulation #704
Five contents, five distinct packaging angles.
Quick Matrix
#702 PKGCHGbot: bot tier 1 auth formula transition handoff SNAD
#701 PKGCHG: agents SNAD replace refund escalate quality
PACKFREEbot #608: SKU naked without box distinct primary redesign
DISCPKGbot #648: neutral shipping package distinct product packaging
Reformulation #704: changed composition distinct packaging only
Pipeline: #702 bot reassure tier 1 → #701 agents SNAD replace escalate quality.
Which bot_pkgchg_* intents should be configured?
Eight bot changement packaging intents mapped to pkgchg_* typologies #701.
Eight bot_pkgchg intents
bot_pkgchg_authenticity : counterfeit doubt AUTH-CITE map
bot_pkgchg_formula_same : formula_unchanged_copy FORMULA-CITE
bot_pkgchg_whats_changed : old new change_reason explain map
bot_pkgchg_transition : transition_stock_policy old new mixed
bot_pkgchg_pdp_image : pdp_image_update_status explain map
bot_pkgchg_return_policy : return_policy_packaging_only cite
bot_pkgchg_wrong_product : SNAD triage order SKU lookup handoff
bot_pkgchg_handoff : SNAD replace refund → #701
Tier 1 auto : authenticity, formula_same, whats_changed, transition if SKU PKGCHG-MAP + guardrails.
bot_pkgchg_handoff SNAD wrong SKU quality → agents #701 payload order_ref photos intent.
How should PKGCHG-MAP #701 be consumed?
The bot reads PKGCHG-MAP #701: pkgchg_program_id, sku_affected, old_packaging_description, new_packaging_description, change_reason_copy, formula_unchanged_copy, transition_stock_policy, authenticity_proof_copy, pdp_image_update_status, return_policy_packaging_only, customer_communication_copy.
Lookup grounded
AUTH-CITE-BOT: authenticity_proof_copy cite map verbatim
FORMULA-CITE-BOT: formula_unchanged_copy cite packaging only
TRANSITION-CITE-BOT: transition_stock_policy old new mixte map
NO-REFUND-PROMISE-BOT: no refund change packaging notice
NO-FORMULA-CLAIM-BOT: no formula changed except reformulation map
ORDER-SKU-VERIFY-BOT: order API sku match before SNAD respond
RETURN-POLICY-CITE-BOT: return_policy_packaging_only map only
PKGCHG701-HANDOFF-BOT: SNAD replace refund → #701 agents PC-7
Alignment anti-hallucination (#123): auth formula transition = PKGCHG-MAP whitelist only.
PKGCHGBOT-SUP policy with six rules
Six bot rules for responsible packaging change.
PKGCHG-MAP-GROUNDED-BOT: auth formula transition from map only
AUTH-CITE-BOT: authenticity_proof_copy cites authenticity dispute
FORMULA-CITE-BOT: formula_unchanged_copy if packaging refresh only
NO-REFUND-PROMISE-BOT: change of mind return packaging agents only
SNAD-HANDOFF-BOT: wrong SKU confirm → handoff #701 never bot refund
REFORM704-REROUTE-BOT: composition changed → reformulation #704 distinct
Flow PKGCHGbot PCB-1 to PCB-8
Eight-step flow packaging change bot.
PCB-1 Classify: bot_pkgchg_* intent detect post-unboxing chat widget
PCB-2 Collect: order_ref sku photos packaging received
PCB-3 PKGCHG-MAP: old new formula transition auth return policy
PCB-4 Order lookup: order SKU API match lot barcode if provided
PCB-5 Guardrail: AUTH FORMULA TRANSITION NO-REFUND SNAD HANDOFF
PCB-6 Respond: TPL-PKGCHGbot grounded customer_communication_copy
PCB-7 Handoff or close: SNAD wrong SKU quality #701 payload
PCB-8 Log: intent pkgchg_program_id tag pkgchg_bot auth handoff Y/N
Example TPL-PKGCHGbot-AUTH
“Order [order_ref] [sku map]: packaging [new_packaging_description map] is the current official format. [change_reason_copy map.] [authenticity_proof_copy map.] Authentic product, formula [formula_unchanged_copy map.] AUTH-CITE-BOT FORMULA-CITE-BOT.”
TPL-PKGCHGbot templates and touchpoints
Four essential templates.
TPL-PKGCHGbot-AUTH
Program [pkgchg_program_id] [sku]: new design [new_packaging_description map]. Old: [old_packaging_description map]. [authenticity_proof_copy map.] AUTH-CITE-BOT.
TPL-PKGCHGbot-FORMULA
Packaging refresh only: [formula_unchanged_copy map verbatim.] Unchanged composition. [If reformulation: REFORM704-REROUTE.] FORMULA-CITE-BOT.
TPL-PKGCHGbot-TRANSITION
Transition [pkgchg_program_id]: [transition_stock_policy map old or new depending on stock.] Same product inside. TRANSITION-CITE-BOT.
TPL-PKGCHGbot-HANDOFF
Request [SNAD wrong SKU / replacement / real quality] forwarded to team. Summary [order_ref sku photos intent]. SNAD-HANDOFF-BOT PKGCHG701-HANDOFF-BOT.
Touchpoints
PDP refresh banner widget: bot_pkgchg_whats_changed proactive
Post-purchase email footer: bot_pkgchg_transition entry
Chat keyword counterfeit: bot_pkgchg_authenticity trigger
Return portal packaging reason: bot_pkgchg_return_policy handoff
Edge cases and reroutes
Five cases outside tier 1 bot standard packaging change.
Composition reformulation: REFORM704-REROUTE-BOT reformulation distinct packaging
SKU naked PACKFREE: #608 PACKFREEbot reroute distinct redesign
Discrete shipping package: #648 DISCPKGbot outer ship reroute
True SNAD wrong SKU: SNAD-HANDOFF-BOT handoff #701 PC-7 replace
Refund execute bot: NO-REFUND-PROMISE-BOT return_policy agents only
Bot reassures auth formula tier 1. SNAD replace refund quality → agents #701 PKGCHG-RETURN-01.
Essential pkgchg_bot KPIs
Five PKGCHGbot operational metrics.
pkgchg_bot_auth_deflect: authenticity resolved without agent
pkgchg_bot_auth_cite_rate: AUTH-CITE-BOT / bot_pkgchg_authenticity
pkgchg_bot_formula_cite_rate: FORMULA-CITE-BOT / bot_pkgchg_formula_same
pkgchg_bot_refund_promise_violations: refund promised bot target audit 0
pkgchg_bot_handoff_rate: SNAD quality / total pkgchg bot tickets
Target: pkgchg_bot_refund_promise_violations 0 and pkgchg_bot_auth_deflect above 60%.
PKGCHGbot anti-patterns
Five common bot mistakes regarding packaging changes.
Asserted counterfeit bot: AUTH-CITE authenticity_proof_copy map
Refund promised: NO-REFUND-PROMISE return_policy agents only
Invented formula change: FORMULA-CITE formula_unchanged map REFORM704 reroute
SNAD without order verify: ORDER-SKU-VERIFY API before wrong product claim
Confusing PACKFREE #608: naked SKU distinct from product box redesign
PKGCHGbot with Qstomy
Qstomy on Shopify: detect bot_pkgchg intent, PKGCHG-MAP RAG grounded, auth formula transition explain, order SKU verify, handoff #701 SNAD tier 2.
Pipeline: #702 bot reassure tier 1 → #701 agents SNAD replace escalate quality.
Explore AI support and request a demo.
Checklist, FAQ and going further
PKGCHGbot Checklist (8 steps)
Sync PKGCHG-MAP #701: RAG bot PDP refresh banner widget
Policy PKGCHGBOT-SUP: 6 rules AUTH FORMULA NO-REFUND SNAD
8 intents bot_pkgchg_*: flow PCB-1 to PCB-8
4 templates TPL-PKGCHGbot-*: AUTH FORMULA TRANSITION HANDOFF
Order SKU API sync: ORDER-SKU-VERIFY bot agents test
PDP old new gallery embed: bot_pkgchg_whats_changed proactive
Red team 10 prompts: counterfeit claimed refund promised fake formula SNAD bot
Dashboard KPI: pkgchg_bot_* section 9 auth_deflect refund_violations
FAQ
Difference #701?
#701 = agents SNAD replace refund escalate quality. #702 = bot tier 1 auth formula handoff.
Difference reformulation #704?
#704 = composition taste texture changed. #702 = packaging redesign formula unchanged map.
Does bot refund packaging change?
No. NO-REFUND-PROMISE-BOT TPL-PKGCHGbot-HANDOFF #701 return_policy.
Counterfeit or new design?
TPL-PKGCHGbot-AUTH authenticity_proof_copy AUTH-CITE-BOT map grounded.
Going further
This week: index PKGCHG-MAP RAG PDP banner, sync order SKU API bot, red team refund promised bot violations.
Enzo
July 1, 2026
