E-commerce
July 1, 2026
"The bot says my shampoo arrives in a box when the product page indicates bare format." "The AI promises a replacement without seeing the order." "The chatbot downplays the hygiene of a packaging-free product." Three failures where a poorly calibrated packaging-free bot invents formats or compensates outside of policy.
A packaging-free products AI chatbot does not replace PACKFREE agents (#607). It reads PACKFREE-MAP, quotes hygiene_notes ship_protection customer_copy, distinguishes shipping package from product packaging, and hands off damage disputes to humans.
This guide #608 covers intents bot_packfree_*, flow PACKFREEbot, and KPI packfree_bot. Companion bot to the PACKFREE playbook (#607). New sustainability AI use case: explaining benefits and limits of delivery without promising a box or a refund.
Summary
Why automate unboxed questions with a bot?
"Is it normal without a box?", "is it hygienic?" and "does the package protect the product?" come up pre- and post-purchase on zero waste ranges. A calibrated bot looks up PACKFREE-MAP, cites hygiene_notes ship_protection without promising absent retail packaging.
What the tier 1 bot resolves
Format explain: customer_copy packaging_level primary_packaging map
Reassure hygiene: hygiene_notes sealed transit cite
Protection ship: ship_protection outer box padding map
Storage guide: storage_guidance shelf_life_impact map
Ship vs product: shipping package distinct primary packaging
Lush documents that naked format transparency reduces tickets when PDP and chat align real photos and logistics (Lush, naked products 2026). The bot intercepts bot_packfree_hygiene before minimization or over-promising.
PACKFREEbot vs PACKFREE #607, eco #225, discrete #647 and change #701
Five contents, five distinct packaging angles.
Quick Matrix
#608 PACKFREEbot: bot tier 1 explain hygiene ship storage handoff
#607 PACKFREE: agents damage replace escalate quality
Discreet #647: confidentiality parcel distinct naked SKU
Change #701: new format authenticity doubt
Pipeline: bot explain hygiene ship → #607 damage replace refund escalate.
Which bot_packfree_* intents should be configured?
Eight packfree bot intents mapped to packfree_* typologies #607.
Eight bot_packfree intents
bot_packfree_explain: customer_copy naked minimal format map
bot_packfree_hygiene: hygiene_notes sealed transit cite
bot_packfree_ship_protect: ship_protection padding policy map
bot_packfree_storage: storage_guidance shelf_life_impact map
bot_packfree_refill: refill_only vs first purchase map
bot_packfree_pdp_format: pdp_image_note actual format cite
bot_packfree_ship_vs_product: outer ship distinct primary_packaging
bot_packfree_handoff: return_damage dispute → #607
Tier 1 auto: explain, hygiene, ship_protect, storage, refill, pdp_format, ship_vs_product if PACKFREE-MAP + guardrails.
bot_packfree_handoff, transit damage refund dispute → agents #607 payload order_ref SKU photos.
How to consume PACKFREE-MAP #607?
The bot reads PACKFREE-MAP #607 : sku_or_category, packaging_level, primary_packaging, ship_protection, hygiene_notes, storage_guidance, shelf_life_impact, return_damage_policy, pdp_image_note, customer_copy.
Lookup grounded
SKU detect : PDP URL variant ID → PACKFREE-MAP row
Order lookup optional : Shopify order_ref confirm naked SKU handoff only
NO-BOX-PROMISE-BOT : bot never promises retail packaging missing map
SHIP-vs-PRODUCT-BOT : shipping parcel cites ship_protection distinct primary
HYGIENE-CITE-BOT : hygiene_notes map without downplaying
NO-COMPENSATE-BOT : bot issues neither refund nor replacement
Alignment anti-hallucination (#123) : packaging format = PACKFREE-MAP only, not invented.
PACKFREEBOT-SUP policy in six rules
Six bot rules without secure packaging.
PACKFREE-MAP-GROUNDED: hygiene protection format from map only
NO-BOX-PROMISE-BOT: bot does not promise retail box if primary_packaging is none
SHIP-vs-PRODUCT-BOT: shipping parcel distinct from mentioned product packaging
HYGIENE-CITE-BOT: hygiene_notes map without vague "it's okay"
NO-COMPENSATE-BOT: refund replacement handoff #607 only
ECO225-REROUTE-BOT: general eco excluding naked SKU → #225
Flow PACKFREEbot PFB-1 to PFB-8
Eight-step flow for bot product without packaging.
PFB-1 Classify: bot_packfree_* intent detect
PFB-2 Collect: SKU product_url order_ref question type
PFB-3 PACKFREE-MAP: format hygiene ship storage return policy
PFB-4 Guardrail: NO-BOX-PROMISE SHIP-vs-PRODUCT HYGIENE-CITE
PFB-5 Respond: TPL-PACKFREEbot grounded map
PFB-6 Damage detect: return_damage intent → handoff skip compensate
PFB-7 Handoff: damage dispute refund → #607 payload
PFB-8 Log: intent sku_or_category tag packfree_bot
Example TPL-PACKFREEbot-EXPLAIN
“Product [SKU]: [customer_copy map]. Format: [packaging_level primary_packaging]. No retail packaging: waste reduction choice. Protected shipping: [ship_protection map]. PDP Photo: [pdp_image_note].”
TPL-PACKFREEbot and touchpoints templates
Four essential templates.
TPL-PACKFREEbot-EXPLAIN
Product [SKU]: [customer_copy map]. Format: [packaging_level primary_packaging]. Shipping: [ship_protection outer box padding]. PDP photo shows actual format: [pdp_image_note].
TPL-PACKFREEbot-HYGIENE
Hygiene [SKU]: [hygiene_notes map]. Warehouse handling: [sealed transit handling]. Storage at your home: [storage_guidance]. [If applicable: [shelf_life_impact].]
TPL-PACKFREEbot-SHIP
Product packaging: [primary_packaging none / minimal]. Delivery package: [ship_protection map]. We protect the product during shipping even without a retail box.
TPL-PACKFREEbot-HANDOFF
Request [transit damage / replacement / dispute] forwarded to support team. Order [order_ref] SKU [sku]. Resolution time [handoff_sla].
Touchpoints
Packaging-free block PDP: bot_packfree_explain embed
Zero waste hygiene FAQ: bot_packfree_hygiene widget
Naked SKU checkout: bot_packfree_ship_vs_product chip
Post-purchase email: bot_packfree_storage link storage_guidance
Edge cases and reroutes
Five cases outside tier 1 bot without standard packaging.
Transit damage dispute: NO-COMPENSATE-BOT handoff #607 PACKFREE-DAMAGE-01
Box expectation vs bare received: TPL-PACKFREEbot-EXPLAIN pdp_image_note then handoff if dispute
General eco question: ECO225-REROUTE #225 ECO-PACK-01
Discreet packaging: #647 privacy outer ship reroute
SKU packaging change: #701 authenticity reroute
Bot never issues refund or replacement: return_damage_policy → agents #607 workflow PF-6.
Essential packfree_bot KPIs
Five PACKFREEbot management metrics.
packfree_bot_explain_deflect: explain format resolved without agent
packfree_bot_hygiene_deflect: hygiene resolved TPL-HYGIENE without handoff
packfree_bot_ship_deflect: ship_protect ship_vs_product resolved without ticket
packfree_bot_handoff_rate: damage dispute / total packfree bot
packfree_bot_hallucination_rate: box promised refund invented audit target 0
Target: packfree_bot_hygiene_deflect greater than 75% with PACKFREE-MAP sync PDP packaging block.
PACKFREEbot anti-patterns
Five common errors with the unpackaged bot.
Invented box promise: NO-BOX-PROMISE-BOT primary_packaging map
Direct refund bot: NO-COMPENSATE-BOT handoff #607
Minimized hygiene: HYGIENE-CITE-BOT hygiene_notes map
Confusing shipping and product: SHIP-vs-PRODUCT-BOT TPL-SHIP
Vague greenwashing: customer_copy map only, no invented claims
PACKFREEbot with Qstomy
Qstomy on Shopify: detect bot_packfree intent, PACKFREE-MAP RAG grounded, SKU naked lookup, hygiene ship cite, handoff #607 damage payload order_ref SKU.
Pipeline: #608 bot explain hygiene ship → #607 damage replace escalate quality.
Explore AI support and request a demo.
Checklist, FAQ and going further
PACKFREEbot Checklist (8 steps)
Sync PACKFREE-MAP #607: RAG bot + PDP block
Policy PACKFREEBOT-SUP: 6 NO-BOX-PROMISE rules
8 intents bot_packfree_*: flow PFB-1 to PFB-8
4 templates TPL-PACKFREEbot-*: EXPLAIN HYGIENE SHIP HANDOFF
PDP naked embed: bot_packfree_explain entry
Checkout chip: bot_packfree_ship_vs_product
Red team 10 prompts: promised box refund direct hygiene minimized
KPI Dashboard: packfree_bot_* section 9
FAQ
Difference #607?
#607 = agents damage replace refund escalate. #608 = bot tier 1 explain hygiene ship handoff.
Bot promises box packaging?
No. NO-BOX-PROMISE-BOT quotes primary_packaging map.
Product damaged in transit?
NO-COMPENSATE-BOT handoff #607 PACKFREE-DAMAGE-01.
General eco packaging question?
ECO225-REROUTE #225 ECO-PACK-01 excluding naked SKU.
Going further
This week: index PACKFREE-MAP RAG, embed bot PDP naked SKUs, red team promised box refund bot direct.
Enzo
July 1, 2026
