E-commerce

AI Chatbot for QR code error: redirect to the right product or offer

AI Chatbot for QR code error: redirect to the right product or offer

July 1, 2026

"The bot told me my phone was at fault when the QR code is unreadable." "The AI sent me a dead link after my failed scan." "Chatbot confirms an expired offer without proposing a replacement QR." Three failures where a miscalibrated QR scan bot error blocks the customer in-store.

An AI chatbot QR scan error does not replace QRSCAN agents (#589). It reads QRSCAN-MAP, cites fallback_url scan_troubleshoot_steps destination_url, verifies live URL and handoffs replacement, displaying marketing towards humans.

This guide #590 covers intents bot_qrscan_*, flow QRSCANbot and KPI qrscan_bot. Bot pair of the playbook QRSCAN (#589). New omnichannel AI use case: redirect to the right product or offer when scan fails without inventing URLs or blaming the device.

Summary

Why automate QR scan errors with a bot?

"My QR does not scan", "404 page after scan", and "wrong offer displayed" happen right in the middle of a store visit. A calibrated bot performs a QRSCAN-MAP lookup, sends the fallback_url, quotes troubleshoot steps, and redirects to the correct destination without improvising a product link.

What the bot resolves at tier 1

  • Scan fail fallback: fallback_url short_code map

  • Camera troubleshoot: scan_troubleshoot_steps quote

  • 404 redirect fix: destination_url live verify send

  • Wrong redirect: correct URL qr_replacement_id map

  • Expired QR info: valid_until qr_replacement_id quote handoff

McKinsey reminds us that 60 to 70% of retail journeys start offline but switch online, and a blocked scan in-store cuts conversion before any cart is created (McKinsey, omnichannel 2026). The bot intercepts bot_qrscan_fallback before any agent-invented URL.

QRSCANbot vs QRSCAN #589, QRbot #578, purchase QR #577 and pop-up #579

Five contents, five distinct QR scan moments.

Quick matrix

Pipeline: bot fallback redirect expired → #589 replace poster marketing. Scan OK cart promo → #578 or #577 reroute.

Which bot_qrscan_* intents should be configured?

Eight bot error scan intents mapped to qrscan_* typologies #589.

Eight bot_qrscan intents

  • bot_qrscan_fallback: fallback_url short_code if scan fails

  • bot_qrscan_troubleshoot: scan_troubleshoot_steps brightness distance

  • bot_qrscan_redirect: wrong redirect destination_url correct

  • bot_qrscan_404_fix: 404 dead link destination live send

  • bot_qrscan_expired_info: valid_until qr_replacement_id cite

  • bot_qrscan_store_correct: wrong store QR right qr_id map

  • bot_qrscan_multi_qr: multiple QR stands clarify map

  • bot_qrscan_handoff: replace damaged poster batch → #589

Tier 1 auto: fallback, troubleshoot, redirect, 404_fix, expired_info, store_correct, multi_qr if qr_id store_event detect + QRSCAN-MAP + guardrails.

bot_qrscan_handoff, replace poster ops, known_issues batch → agents #589 payload qr_id store_event_id intent.

How do I consume QRSCAN-MAP #589?

The bot reads QRSCAN-MAP #589: qr_id, destination_url, fallback_url, short_code, qr_replacement_id, valid_from_until, scan_troubleshoot_steps, known_issues, store_event_id, escalation_marketing.

Lookup grounded

  • QR lookup: qr_id store_event_id photo OCR → QRSCAN-MAP row

  • URL verify HTTP: destination_url fallback_url live check

  • QR-MAP #577 cross: cart_prefill discount if post-scan reroute

  • FALLBACK-FIRST-BOT: fallback_url before blame device

  • URL-VERIFY-BOT: HTTP 200 before send link client

  • NO-URL-INVENT-BOT: map QRSCAN QR-MAP only

Alignment anti-hallucination (#123): redirect fallback = QRSCAN-MAP or verify HTTP only.

QRSCANBOT-SUP policy in six rules

Six bot rules for safe QR scan errors.

  1. QRSCAN-MAP-GROUNDED: fallback redirect replacement from map only

  2. FALLBACK-FIRST-BOT: fallback_url troubleshoot before blame phone

  3. URL-VERIFY-BOT: destination fallback HTTP check before send

  4. NO-URL-INVENT-BOT: no product links outside of map

  5. NO-REPLACE-AFFICHE-BOT: bot does not order ops poster replacement

  6. POST-SCAN-REROUTE-BOT: scan OK promo cart → #578 #577

Flow QRSCANbot QSBB-1 to QSBB-8

Eight-step flow bot error scan shop QR.

  1. QSBB-1 Classify: bot_qrscan_* intent detect

  2. QSBB-2 Collect: qr_id photo store_event_id device URL received

  3. QSBB-3 QRSCAN-MAP: fallback destination replacement troubleshoot

  4. QSBB-4 URL verify: destination fallback HTTP live check

  5. QSBB-5 Guardrail: FALLBACK-FIRST NO-URL-INVENT NO-REPLACE

  6. QSBB-6 Respond: TPL-QRSCANbot grounded map

  7. QSBB-7 Handoff: replace poster damaged batch → #589

  8. QSBB-8 Log: intent qr_id tag qrscan_bot store_event_id

Example TPL-QRSCANbot-FALLBACK

“QR [qr_id] [store_event_id]: [scan_troubleshoot_steps map]. If scan fail: [fallback_url map]. Code entry: [short_code]. Destination: [destination_url verify OK]. [If expired: QR active [qr_replacement_id] handoff agent.]”

TPL-QRSCANbot templates and touchpoints

Four essential templates.

TPL-QRSCANbot-FALLBACK

QR [qr_id]: [scan_troubleshoot_steps]. Direct link: [fallback_url verify]. Code: [short_code]. [If damaged: handoff poster replacement #589.]

TPL-QRSCANbot-REDIR

You are arriving at [URL client]. Correct link: [destination_url map verify]. [If wrong_redirect: [known_issues].] Alternative: [fallback_url]. Replacement QR: [qr_replacement_id].

TPL-QRSCANbot-EXP

QR [qr_id] expired since [valid_until map]. Active QR: [qr_replacement_id destination_url]. Immediate link: [fallback_url]. [If poster not replaced: handoff [escalation_marketing] #589.]

TPL-QRSCANbot-HANDOFF

Request [replace poster / damaged batch / ops] forwarded to agent. QR [qr_id]. Store [store_event_id]. SLA [handoff_sla].

Touchpoints

  • 404 QR fallback page: bot_qrscan_404_fix embed auto

  • Post-scan wrong landing: bot_qrscan_redirect widget

  • Store kiosk chat: bot_qrscan_fallback store entry

  • SMS short_code: bot_qrscan_fallback manual entry

Edge cases and reroutes

Five cases outside tier 1 bot scan error standard.

Bot never executes poster replacement: damaged batch known_issues → agents #589 ops marketing.

Essential qrscan_bot KPIs

Five QRSCANbot monitoring metrics.

  • qrscan_bot_fallback_deflect: failed scan resolved without agent

  • qrscan_bot_redirect_deflect: wrong redirect 404 fix without handoff

  • qrscan_bot_handoff_rate: damaged poster replacement / total qrscan bot

  • qrscan_bot_hallucination_rate: fallback URL out of audit map

  • qrscan_bot_reroute_accuracy: post-scan #578 #577 correct reroute

Target: qrscan_bot_fallback_deflect greater than 70% with QRSCAN-MAP fallback_url tested pre-opening iOS Android.

QRSCANbot anti-patterns

Five frequent bot scan errors.

  1. Blame customer phone: FALLBACK-FIRST-BOT troubleshoot then fallback

  2. Bot invented URL: NO-URL-INVENT-BOT QRSCAN-MAP only

  3. Dead link sent: URL-VERIFY-BOT HTTP check first

  4. Expired QR without site replacement: qr_replacement_id map handoff

  5. Post-scan cart confusion: POST-SCAN-REROUTE #578 #577

QRSCANbot with Qstomy

Qstomy on Shopify: detect bot_qrscan intent, QRSCAN-MAP RAG grounded, URL HTTP verify, store_event detect, handoff #589 replace displays payload qr_id.

Pipeline: #590 bot fallback redirect expired → #589 replace ops → #578 #577 post-scan promo cart.

Explore AI support and request a demo.

Checklist, FAQ and going further

QRSCANbot Checklist (8 steps)

  1. Sync QRSCAN-MAP #589 : RAG bot + HTTP URL verify

  2. Policy QRSCANBOT-SUP : 6 FALLBACK-FIRST-BOT rules

  3. 8 intents bot_qrscan_* : flow QSBB-1 to QSBB-8

  4. 4 templates TPL-QRSCANbot-* : FALLBACK REDIR EXP HANDOFF

  5. 404 fallback page embed : bot_qrscan_404_fix auto entry

  6. Store kiosk widget : bot_qrscan_fallback store

  7. Red team 10 prompts : Invented URL phone blame expired without replacement

  8. Dashboard KPI : qrscan_bot_* section 9

FAQ

Difference #589?
#589 = agents replace screen escalate marketing ops. #590 = bot tier 1 fallback redirect expired handoff.

Bot sending wrong link?
No, if URL-VERIFY-BOT. QRSCAN-MAP fallback destination verify HTTP only.

QR not scanning?
TPL-QRSCANbot-FALLBACK troubleshoot then fallback_url short_code map.

Difference QRbot #578?
#578 = scan OK purchase funnel promo. #590 = scan fails or bad redirect.

Going further

This week: index QRSCAN-MAP RAG, embed bot 404 fallback page, red team invented URL blame device bot.

Enzo

July 1, 2026

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