E-commerce

AI Chatbot after product demo: remind of benefits, compatibility, and offer

AI Chatbot after product demo: remind of benefits, compatibility, and offer

July 1, 2026

"The bot does not remember the benefits seen at the corner." "The AI promises -20% while the consultant said -15%." "After the demo, the chatbot does not know if it is compatible with my device." Three failures where a poorly calibrated store demo bot blocks demo-to-web.

An e-commerce store demo AI chatbot does not replace INSTDEMO agents (#977). It reads INSTDEMO-MAP, cites benefits_copy compatibility_copy, lookup pdp_url and handoff offer mismatch to humans.

This guide #978 covers intents bot_instdemo_*, flow INSTDEMOBOT IDB-1 to IDB-8 and KPI instdemo_bot. Bot pair of the INSTDEMO playbook (#977). Usecase: tier 1 physical demo extended online.

Summary

Why botify follow-ups after in-store product demonstrations?

"The beauty advisor had me try the product, how do I order online?" and "is it compatible with my current routine?" arrive the very same evening post-corner visit. A calibrated bot looks up INSTDEMO-MAP, quotes benefits_copy compatibility_copy without improvising any off-record offer.

What the tier 1 bot resolves

  • Demo product lookup: demo_product_name → pdp_url demo_product_sku

  • Benefits reminder: benefits_copy grounded map

  • Compatibility: compatibility_copy grounded map

  • Post-demo offer: online_offer_code online_offer_url

  • Beauty advisor card: consultant_card_code checkout guide

  • Purchase guidance: pdp_url online_offer steps

The bot intercepts bot_instdemo_benefits_ask before any invented offer or reroutes to INSTSAMP #975 if a mini sample was received.

Beauty retail tech example

DTC beauty tech with 16 demo corners, 10k instdemo_ tickets/month. Bot syncs INSTDEMO-MAP on Day 0. instdemo_bot_deflect +38%, instdemo_bot_offer_invent_violation 0 in 7 weeks.

INSTDEMOBOT #978 vs INSTDEMO #977, INSTSAMPbot #976, POPUPbot #580, LIVE and guided selling

Seven demo bot contents, seven distinct roles.

Quick Matrix

Pipeline: bot lookup pdp benefits compat offer cite → #977 mismatch ops handoff execute.

Which bot_instdemo_* intents should be configured?

Eight store demo intents mapped to instdemo_* typologies #977.

Eight bot_instdemo intents

  • bot_instdemo_demo_detect: detect demo_product_name store cited card

  • bot_instdemo_pdp_lookup: demo → pdp_url demo_product_sku map

  • bot_instdemo_benefits_recall: benefits_copy recall corner map

  • bot_instdemo_compat_explain: compatibility_copy routine device map

  • bot_instdemo_offer_cite: online_offer_code online_offer_url map

  • bot_instdemo_card_guide: consultant_card_code checkout steps

  • bot_instdemo_buy_guide: buy guidance pdp offer follow_up_window

  • bot_instdemo_handoff: offer mismatch ops → #977

Tier 1 auto: demo_detect, pdp_lookup, benefits_recall, compat_explain, offer_cite, buy_guide if demo + INSTDEMO-MAP + guardrails.

bot_instdemo_handoff, instdemo_offer_mismatch persistent, instdemo_ops_flag → agents #977 payload instdemo_id.

How should I consume INSTDEMO-MAP #977?

The bot reads INSTDEMO-MAP #977: instdemo_id, demo_product_sku, demo_product_name, pdp_url, demo_type, store_location_ref, benefits_copy, compatibility_copy, online_offer_code, online_offer_url, consultant_card_code, follow_up_window_days, demo_script_ref, agent_handoff_url.

Grounded in-store demo lookup

  • Demo detect: product keywords beauty counter card → INSTDEMO-MAP row

  • Shopify verify: demo_product_sku pdp_url live stock

  • PDP-GROUNDED-BOT: pdp_url demo_product_sku map only

  • BENEFITS-GROUNDED-BOT: benefits_copy map only no invent

  • COMPAT-GROUNDED-BOT: compatibility_copy map only

  • OFFER-GROUNDED-BOT: online_offer_code online_offer_url map only

  • NO-OFFER-INVENT-BOT: never promise discount outside of the consultant registry

Mobile widget: entry "Demo received in store" + demo_product_name + consultant card photo.

INSTDEMOBOT-SUP policy in six rules

Six rules bot demo store safe.

  1. DEMO-REGISTRY-GATE: lookup INSTDEMO-MAP before demo response

  2. PDP-GROUNDED-BOT: pdp_url demo_product_sku from map only

  3. BENEFITS-GROUNDED-BOT: benefits_copy cited if demo recall

  4. COMPAT-GROUNDED-BOT: compatibility_copy cited if compat ask

  5. OFFER-GROUNDED-BOT: online_offer map only no invented consultant promise

  6. INSTSAMP-REROUTE-BOT: mini sample received → INSTSAMPbot #976, live replay → LIVEbot #558

Flow INSTDEMOBOT IDB-1 to IDB-8

Eight-step flow: ingest detect lookup verify answer guide reroute handoff log.

  1. IDB-1 Ingest: demo message store corner benefits card compat

  2. IDB-2 Demo detect: bot_instdemo_demo_detect name photo store

  3. IDB-3 Registry lookup: DEMO-REGISTRY-GATE INSTDEMO-MAP

  4. IDB-4 Shopify verify: demo_product_sku pdp_url offer live

  5. IDB-5 Tier 1 answer: pdp_lookup benefits_recall compat_explain offer_cite

  6. IDB-6 Reroute: INSTSAMPbot #976 POPUPbot #580 guided #150

  7. IDB-7 Handoff: offer mismatch ops → agent #977

  8. IDB-8 Log: deflect benefits_cite offer_cite KPI

Example TPL-INSTDEMO-BENEFITS

“Demo {{demo_product_name}}: {{benefits_copy map}}. Sheet: {{pdp_url}}. Post-demo offer: {{online_offer_code map}}. Validity: {{follow_up_window_days}} days.”

TPL-INSTDEMO templates and touchpoints

Four short templates demo store embed widget mobile post-visit.

TPL-INSTDEMO-PDP

[demo_product_name map.] [demo_product_sku.] [pdp_url map.] PDP-GROUNDED.

TPL-INSTDEMO-BENEFITS

[benefits_copy map.] Corner demo recall. BENEFITS-GROUNDED.

TPL-INSTDEMO-COMPAT

[compatibility_copy map.] Post-demo compatibility. COMPAT-GROUNDED.

TPL-INSTDEMO-OFFER

[online_offer_code map.] [online_offer_url.] [follow_up_window_days days.] OFFER-GROUNDED.

TPL-INSTDEMO-HANDOFF

[agent_handoff_url.] Request [mismatch / ops / card] transmitted. Demo [instdemo_id]. Delay [handoff_sla].

Touchpoints

  • “Demo received in-store”: demo_detect + pdp_lookup

  • Post-visit corner chip: benefits_recall + compat_explain

  • “How to order after the demo?”: buy_guide + OFFER template

  • Photo consultant card: card_guide + OFFER template

Edge cases: sample, live, pop-up, expired offer

Five cases out of tier 1 bot demo standard store.

  • Mini sample received not live demo: reroute INSTSAMPbot #976

  • Live shopping session replay: reroute LIVEbot #558

  • Pop-up demo event: alignment POPUPbot #580

  • Persistent rejected consultant code: handoff #977 MISMATCH not invented offer bot

  • Expired post-demo offer window: OFFER template + current offer map or handoff

Bot does not add demo outside INSTDEMO-MAP: handoff #977 register brief if new frequent corner.

Essential instdemo_bot KPIs

Five INSTDEMOBOT management metrics and correlation #977.

  • instdemo_bot_deflect: clarified demos without instdemo_ ticket

  • instdemo_bot_benefits_cite_rate: % benefits_copy sessions provided tier 1

  • instdemo_bot_compat_cite_rate: % compatibility_copy sessions provided

  • instdemo_bot_handoff_rate: % mismatch ops routed #977

  • instdemo_bot_offer_invent_violation: invented offers outside map target 0

Target: offer_invent_violation at zero and benefits_cite_rate above 85% post sync INSTDEMO-MAP D-0.

INSTDEMOBOT anti-patterns

Five common mistakes in shop bot demos.

  1. Inventing consultant discount: OFFER-GROUNDED online_offer map only

  2. Paraphrasing off-map benefits: BENEFITS-GROUNDED benefits_copy only

  3. Improvising compatibility: COMPAT-GROUNDED compatibility_copy only

  4. Confusing INSTSAMPbot #976: #978 live salesperson demo, not mini sample

  5. Honoring off-registry promise: handoff #977 not auto discount bot

INSTDEMOBOT with Qstomy

Qstomy on Shopify: detect bot_instdemo intent, INSTDEMO-MAP RAG demo index, variant verify API, PDP BENEFITS COMPAT OFFER templates, handoff #977 ops payload instdemo_id.

Pipeline: #978 bot lookup pdp benefits compat offer → #977 mismatch ops execute.

Scenario: DTC beauty tech 16 corners. Registry D-0. instdemo_bot_deflect +38%, offer_invent_violation 0.

Explore AI support and request a demo.

Checklist, FAQ and going further

INSTDEMOBOT Checklist (8 steps)

  1. Sync INSTDEMO-MAP #977 : RAG bot demo benefits compat index

  2. Policy INSTDEMOBOT-SUP : 6 rules REGISTRY-GATE BENEFITS-GROUNDED OFFER-GROUNDED

  3. 8 intents bot_instdemo_* : flow IDB-1 to IDB-8

  4. 5 templates TPL-INSTDEMO-* : PDP BENEFITS COMPAT OFFER HANDOFF

  5. Store demo widget : demo_detect post-visit entry

  6. online_offer_code sync : verify checkout mobile test

  7. Red team 10 demos : invent offer benefits off map test

  8. KPI Dashboard : instdemo_bot_* section 9 + delta instdemo_

FAQ

Difference #977?
#977 = agents verify mismatch ops retail execute. #978 = bot tier 1 callback widget.

Does the bot invent an offer?
Not outside of INSTDEMO-MAP. NO-OFFER-INVENT-BOT. Handoff if mismatch.

Difference INSTSAMPbot #976?
#976 = mini sample received in store. #978 = live vendor demo post-visit.

Difference LIVEbot #558?
#558 = live session digital replay. #978 = physical demo store corner.

Consultant code rejected?
Bot cites online_offer_code map. Persistent → handoff #977 MISMATCH.

Go further

This week: sync INSTDEMO-MAP #977, store demo widget, templates BENEFITS COMPAT OFFER, measure instdemo_bot_deflect.

Enzo

July 1, 2026

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