E-commerce
July 1, 2026
"The bot says I have too much debt." "The AI promises that Klarna will accept if I try again." "Chatbot blames the store for the Alma refusal." Three failures where a badly calibrated refused BNPL bot judges the customer, promises acceptance, or abandons the cart.
A fractional payment refused e-commerce AI chatbot does not replace BNPLDEC agents (#785). It reads BNPLDEC-MAP, quotes scoring_explain_copy refusal_not_personal_copy, proposes alternative_methods_copy and handoffs the finance provider to humans.
This guide #786 covers intents bot_bnpldec_*, flow BNPLDECbot, and KPI bnpldec_bot. Bot pair of the BNPLDEC playbook (#785). Sensitive AI use case: judgment-free alternatives at checkout.
Summary
Why automate BNPL rejection by bot at checkout?
"Alma refused", "am I blacklisted", "Klarna says no" arrive at the checkout payment step shopping cart widget. A calibrated bot cites the scoring map, reassures without judgment, and suggests a PayPal card without promising forced acceptance or blaming creditworthiness.
What the bot resolves tier 1 BNPL refused
Scoring explain : scoring_explain_copy SCORING-CITE-BOT map
No judgment calm : refusal_not_personal_copy NO-JUDGMENT-BOT map
Alternative propose : alternative_methods_copy ALT-CITE-BOT map
Amount limit : amount_limit_copy map
Handoff finance : #785 payload provider cart_amount
BNPL refusals generate abandonment if they feel accusatory (Klarna, merchant support 2026). Without a grounded bot, the AI judges the customer or routes to SPLITPAY #775.
BNPLDECbot vs BNPLDEC #785, SPLITPAYbot #776, payment declined and anti-hallucination #123
Six contents, six distinct split pathways.
Quick matrix
#786 BNPLDECbot: bot tier 1 non-judgmental alternatives checkout embed
#785 BNPLDEC: agents finance escalate provider
SPLITPAYbot #776: distinct merchant direct debits BNPL financier
General BNPL: post-purchase disputes distinct checkout refusal
Card payment declined: bank refusal 3DS distinct BNPL scoring
Anti-hallucination #123: scoring alternatives = map whitelist only
Pipeline: #786 bot non-judgmental alternatives tier 1 → #785 agents finance escalate provider.
Which bot_bnpldec_* intents should be configured?
Eight BNPL declined bot intents mapped to bnpldec_* typologies #785.
Eight bot_bnpldec intents
bot_bnpldec_scoring: scoring_explain_copy SCORING-CITE-BOT map
bot_bnpldec_no_judgment: refusal_not_personal_copy NO-JUDGMENT-BOT map
bot_bnpldec_alternative: alternative_methods_copy ALT-CITE-BOT map
bot_bnpldec_amount: amount_limit_copy map
bot_bnpldec_klarna: klarna_refusal_copy map
bot_bnpldec_alma: alma_refusal_copy map
bot_bnpldec_retry: retry_steps_copy map
bot_bnpldec_handoff: finance escalate → BNPLDEC785-HANDOFF-BOT
Tier 1 auto: scoring alternative no_judgment if BNPLDEC-MAP active + guardrails NO-JUDGMENT-BOT NO-ACCEPTANCE-PROMISE-BOT.
bot_bnpldec_handoff provider dispute → agents #785 payload provider cart_amount error_type.
How to consume BNPLDEC-MAP #785?
The bot reads BNPLDEC-MAP #785: bnpldec_program_id, scoring_explain_copy, refusal_not_personal_copy, amount_limit_copy, retry_steps_copy, alternative_methods_copy, klarna_refusal_copy, alma_refusal_copy, splitpay_reroute_copy, financeur_contact_copy.
Lookup grounded checkout embed
SCORING-CITE-BOT: scoring_explain_copy cite map verbatim
NO-JUDGMENT-BOT: refusal_not_personal_copy calm tone map only
ALT-CITE-BOT: alternative_methods_copy cite map only
NO-ACCEPTANCE-PROMISE-BOT: bot does not promise forced BNPL acceptance map
CHECKOUT-EMBED-ONLY-BOT: payment step BNPL refused not post-purchase
SPLITPAY776-REROUTE-BOT: merchant direct debits → #776 distinct financier
BNPL194-REROUTE-BOT: schedule incident → ops distinct checkout refusal
BNPLDEC785-HANDOFF-BOT: finance escalate → #785 agents BD-7 execute
Alignment anti-hallucination (#123): scoring alternatives = BNPLDEC-MAP whitelist only. Bot does not force financier scoring.
BNPLDECBOT-SUP Policy in six rules
Six rules bot BNPL rejected checkout manager.
BNPLDEC-MAP-GROUNDED-BOT: BNPL rejection response from map only
SCORING-CITE-BOT: scoring_explain_copy quotes without omission
NO-JUDGMENT-BOT: refusal_not_personal_copy calm tone map only
ALT-CITE-BOT: alternative_methods_copy quotes map only
NO-ACCEPTANCE-PROMISE-BOT: no promise of forced BNPL acceptance map
CHECKOUT-EMBED-ONLY-BOT: widget payment step BNPL rejection no post-purchase email
Flow BNPLDECbot BDB-1 to BDB-8
Eight-step flow for BNPL declined checkout embed bot.
BDB-1 Classify: bot_bnpldec_* intent detect checkout payment step keyword Klarna Alma declined listed
BDB-2 Collect: provider klarna alma cart_amount minimal 1 field
BDB-3 BNPLDEC-MAP: scoring refusal amount retry alt klarna alma splitpay financier
BDB-4 Provider classify: Klarna Alma amount scoring listing
BDB-5 Guardrail: SCORING NO-JUDGMENT ALT NO-PROMISE SPLITPAY776 BNPL194 CHECKOUT-EMBED HANDOFF
BDB-6 Respond: TPL-BNPLDECbot grounded scoring alternatives max 2 sentences
BDB-7 Handoff or close: finance #785 payload provider or close alternative OK
BDB-8 Log: intent bnpldec_program_id tag bnpldec_bot no_judgment_cited handoff Y/N
Example TPL-BNPLDECbot-SCORING
" [scoring_explain_copy map.] [refusal_not_personal_copy map.] Alternatives: [alternative_methods_copy map.] SCORING-CITE-BOT NO-JUDGMENT-BOT. "
TPL-BNPLDECbot templates and touchpoints
Four short checkout embed templates.
TPL-BNPLDECbot-SCORING
[scoring_explain_copy map.] [refusal_not_personal_copy map.] SCORING-CITE-BOT NO-JUDGMENT-BOT.
TPL-BNPLDECbot-ALT
Alternatives: [alternative_methods_copy map.] [retry_steps_copy map.] ALT-CITE-BOT.
TPL-BNPLDECbot-FICHAGE
No store listing: [refusal_not_personal_copy map.] [financeur_contact_copy map.] NO-JUDGMENT-BOT.
TPL-BNPLDECbot-AMOUNT
Cart amount: [amount_limit_copy map.] [alternative_methods_copy map.] ALT-CITE-BOT.
Touchpoints checkout only
BNPL refused event checkout: bot_bnpldec_scoring bot_bnpldec_no_judgment instant
Keyword Alma Klarna refused: bot_bnpldec_alternative trigger
Keyword listed Banque de France: bot_bnpldec_no_judgment listing trigger
Payment step embed widget: bot_bnpldec_alternative proactive
No embed post-purchase schedule: installment-payment or general BNPL depending on intent.
Edge cases and reroutes
Five non-tier 1 cases bot BNPL standard refused.
Merchant debits: SPLITPAY776-REROUTE-BOT #776 distinct BNPL financier
Post-purchase schedule incident: BNPL194-REROUTE-BOT ops refund distinct checkout refusal
Provider dispute escalate: BNPLDEC785-HANDOFF-BOT agents #785 finance only bot does not force
Card also declined: declined payment distinct BNPL scoring
Post-purchase BNPL dispute: general BNPL shop vs financier map
Checkout refusal tier 1. Finance escalate provider → agents #785.
Essential bnpldec_bot KPIs
Five BNPLDECbot steering metrics.
bnpldec_bot_checkout_deflect: BNPL declined resolved alternative without agent checkout completed
bnpldec_bot_no_judgment_cite_rate: NO-JUDGMENT-BOT / bot_bnpldec scoring listing
bnpldec_bot_judgment_violations: accusatory tone bot audit target 0
bnpldec_bot_alt_cite_rate: ALT-CITE-BOT / bot_bnpldec refused alternative
bnpldec_bot_handoff_rate: finance escalate / total bnpldec bot
Target: bnpldec_bot_checkout_deflect greater than 50% and bnpldec_bot_judgment_violations 0.
BNPL anti-patterns
Five common errors BNPL bot declined checkout.
Accusing bot tone: NO-JUDGMENT-BOT refusal_not_personal_copy map calm
Promising BNPL acceptance: NO-ACCEPTANCE-PROMISE-BOT scoring_explain_copy lender only
No alternative offered: ALT-CITE-BOT alternative_methods_copy map only
Route SPLITPAY #776: SPLITPAY776-REROUTE-BOT merchant direct debits separate BNPL refusal
Post-purchase schedule embed: CHECKOUT-EMBED-ONLY-BOT payment step refusal only
BNPLDECbot with Qstomy
Qstomy on Shopify: detect bot_bnpldec intent checkout payment step, BNPLDEC-MAP RAG grounded, NO-JUDGMENT guardrail, ALT-CITE alternatives, handoff #785 finance tier 2.
Pipeline: #786 bot alternatives without judgment tier 1 → #785 finance agents escalate provider.
Explore AI support and request a demo.
Checklist, FAQ and going further
BNPLDECbot Checklist (8 steps)
Sync BNPLDEC-MAP #785: RAG bot checkout payment step embed BNPL refused
Policy BNPLDECBOT-SUP: 6 rules SCORING NO-JUDGMENT ALT NO-PROMISE CHECKOUT-EMBED
8 intents bot_bnpldec_*: flow BDB-1 to BDB-8
4 templates TPL-BNPLDECbot-*: SCORING ALT FICHAGE AMOUNT
BNPL refused event sync: Klarna Alma checkout trigger test
Red team 10 prompts: solvency judgment promise acceptance no alternative route split
Checkout alternative embed: bot_bnpldec_alternative proactive payment step
Dashboard KPI: bnpldec_bot_* section 9 checkout_deflect judgment_violations handoff
FAQ
Difference #785?
#785 = finance agents escalate provider. #786 = bot tier 1 alternatives without judgment without force scoring.
Bot says client is indebted?
No. TPL-BNPLDECbot-SCORING NO-JUDGMENT-BOT refusal_not_personal_copy map.
Bot promises Klarna will accept?
No. NO-ACCEPTANCE-PROMISE-BOT scoring_explain_copy lender decision only.
Difference SPLITPAYbot #776?
#776 = merchant direct debits schedule. #786 = BNPL lender refusal checkout.
Going further
This week: deploy BNPLDEC-MAP RAG checkout BNPL refused embed, red team judgment_violations audit, sync Alma Klarna refused trigger alternative_methods test.
Enzo
July 1, 2026
