E-commerce

AI Chatbot for paper catalogs: find a product from a printed reference code

AI Chatbot for paper catalogs: find a product from a printed reference code

July 1, 2026

"Reference A452 page 18, the bot finds nothing." "The AI guesses a product that does not exist on the site." "My 2024 catalog, chatbot ignores the obsolete edition." Three failures where a poorly calibrated paper catalog bot blocks the print-to-PDP conversion.

An e-commerce paper catalog AI chatbot does not replace PRINTCAT agents (#961). It reads PRINTCAT-MAP, lookups print_ref edition page, cites pdp_url shopify_sku map, and hands off variant ops to humans.

This guide #962 covers intents bot_printcat_*, flow PRINTCATBOT PCB-1 to PCB-8 and KPI printcat_bot. Bot pair of the PRINTCAT playbook (#961). Usecase: link printed reference and tier 1 online shop.

Summary

Why botify the catalog reference lookup?

The customer cites print_ref page catalog before agent ticket. Without the print edition registry, the bot guesses the SKU or denies without pdp_url. CATALOG-REGISTRY-GATE aligns widget and agents #961.

What the bot resolves tier 1

  • Reference lookup: print_ref page_number → product_name_print map

  • PDP Link: pdp_url shopify_sku cite grounded

  • Catalog edition: catalog_edition validity expiry map

  • Print variant: variant_options_print vs PDP options

  • Discontinued product: alternative_sku map if discontinued_flag

The bot intercepts bot_printcat_ref_lookup before agent SKU guess or dead end without pdp_url.

DTC retail example

DTC furniture retail, 1 catalog/half-year, 14 printcat_ tickets/month. Bot sync PRINTCAT-MAP Day-0. printcat_bot_deflect +51%, printcat_bot_guess_violation 0 in 7 weeks.

PRINTCATBOT #962 vs PRINTCAT #961, OFFADBOT #960, PRIVCATbot #812, QR #963 and SHORTVID #944

Seven lookup print bot contents, seven distinct roles.

Quick Matrix

Pipeline: print_ref pdp_url cite lookup bot → #961 variant ops handoff execute.

Which bot_printcat_* intents should be configured?

Eight paper catalog intents mapped printcat_* typologies #961.

Eight bot_printcat intents

  • bot_printcat_ref_lookup: print_ref page_number → PRINTCAT-MAP row

  • bot_printcat_edition_detect: catalog_edition validity expiry map

  • bot_printcat_pdp_link: pdp_url shopify_sku cite grounded

  • bot_printcat_variant_info: variant_options_print vs PDP options

  • bot_printcat_price_info: catalog price vs Shopify live

  • bot_printcat_discontinued_alt: alternative_sku if discontinued_flag

  • bot_printcat_not_found_ask: ask edition page photo if ref missing

  • bot_printcat_handoff: variant ops → #961

Tier 1 auto: ref_lookup, edition_detect, pdp_link, variant_info, price_info if print_ref entered + PRINTCAT-MAP + guardrails.

bot_printcat_handoff, printcat_ops_flag, persistent out-of-map ref → agents #961 payload printcat_id.

How should PRINTCAT-MAP #961 be consumed?

The bot reads PRINTCAT-MAP #961: printcat_id, catalog_edition, catalog_issue_date, expiry, print_ref, page_number, product_name_print, shopify_sku, pdp_url, variant_options_print, online_shop_url, qr_per_page, discontinued_flag, alternative_sku, current_edition, agent_handoff_url.

Lookup grounded reference

  • Ref index: print_ref + page_number + catalog_edition → row

  • Fuzzy ref gate: typo A45Z → A452 if spelling_variants map, otherwise handoff

  • REF-GROUNDED-BOT: pdp_url shopify_sku map only, do not invent

  • Shopify Product API: status stock live price verify

  • NO-SKU-GUESS-BOT: never propose product out of register

  • EDITION-CHECK-BOT: expiry catalog_edition before lookup

Website widget: entry "I have a catalog reference" + print_ref page edition fields.

PRINTCATBOT-SUP Policy in six rules

Six rules for a secure paper catalog bot.

  1. CATALOG-REGISTRY-GATE : lookup PRINTCAT-MAP before reference response

  2. REF-GROUNDED-BOT : print_ref pdp_url from map only

  3. PDP-LINK-BOT : pdp_url always if bot_printcat_ref_lookup matches

  4. NO-SKU-GUESS-BOT : bot does not suggest or replace shopify_sku outside map

  5. EDITION-CHECK-BOT : catalog_edition expiry mentioned if edition is obsolete

  6. OFFAD-REROUTE-BOT : flyer promo code → OFFADBOT #960, expired QR → #963

Flow PRINTCATBOT PCB-1 to PCB-8

Eight-step flow: ingest ref edition lookup verify answer reroute handoff log.

  1. PCB-1 Ingest: message print_ref catalog page photo edition

  2. PCB-2 Ref detect: bot_printcat_ref_lookup print_ref page

  3. PCB-3 Edition check: CATALOG-REGISTRY-GATE catalog_edition

  4. PCB-4 Registry lookup: PRINTCAT-MAP row match

  5. PCB-5 Shopify verify: shopify_sku live stock price status

  6. PCB-6 Tier 1 answer: pdp_url variant price edition alt

  7. PCB-7 Reroute: OFFADBOT #960 QR #963 PRIVCATbot #812

  8. PCB-8 Handoff log: variant ops → #961 deflect KPI

Example TPL-PRINTCAT-FIND

“Reference {{print_ref}} page {{page_number}}. Product: {{product_name_print}}. Shop: {{pdp_url}}.”

TPL-PRINTCAT templates and touchpoints

Four short templates catalog print embed widget mobile.

TPL-PRINTCAT-FIND

[print_ref map.] [page_number.] [product_name_print.] [pdp_url.] REF-GROUNDED.

TPL-PRINTCAT-VARIANT

[variant_options_print map.] Choose on PDP: [pdp_url.] VARIANT-CITE-BOT.

TPL-PRINTCAT-EDITION

[catalog_edition map.] [expiry map.] Current edition: [current_edition.] EDITION-CHECK.

TPL-PRINTCAT-HANDOFF

[agent_handoff_url.] Request [variant / ops / not_found] forwarded. Catalog [printcat_id]. Delay [handoff_sla].

Touchpoints

  • "Catalog reference A452": ref_lookup + pdp_link

  • Page 18 not found on site: ref_lookup + variant_info

  • Old 2024 catalog: edition_detect + current_edition

  • Product no longer available: discontinued_alt + alternative_sku

Edge cases: promo flyer, private B2B, QR page, reference error

Five cases outside tier 1 standard paper catalog bot.

  • Visible flyer discount code: reroute OFFADBOT #960 no catalog ref lookup

  • B2B distributor catalog: reroute PRIVCATbot #812 account access required

  • Expired catalog page QR code: reroute QR print #963

  • Typo reference excluding variants: not_found_ask then handoff #961

  • Product seen in video: reroute SHORTVID #944 video URL distinct from print

Bot does not add print_ref outside of PRINTCAT-MAP: handoff #961 brief register if new frequent mistake.

Essential printcat_bot KPIs

Five PRINTCATBOT steering metrics and #961 correlation.

  • printcat_bot_deflect: clarified catalog lookups without a printcat_ ticket

  • printcat_bot_ref_match_rate: % tier 1 matched print_ref sessions

  • printcat_bot_pdp_link_rate: % pdp_url sessions provided in widget

  • printcat_bot_handoff_rate: % ops variants routed #961

  • printcat_bot_guess_violation: guessed SKUs outside target map 0

Target: guess_violation at zero and ref_match_rate above 82% post PRINTCAT-MAP D-0 sync.

PRINTCATBOT anti-patterns

Five common paper catalog bot errors.

  1. Guessing product off-map: NO-SKU-GUESS-BOT registry only

  2. Ignoring obsolete edition: Systematic EDITION-CHECK current_edition

  3. Confusing catalog promo: #962 lookup ref instead of OFFADBOT #960

  4. Free typos without gate: fuzzy ref variants map only, otherwise handoff

  5. Duplicating PRIVCATbot #812: #962 print general public, not B2B access

PRINTCATBOT with Qstomy

Qstomy on Shopify: detect bot_printcat intent, PRINTCAT-MAP RAG ref index, Shopify product verify, templates FIND VARIANT EDITION, handoff #961 ops payload printcat_id.

Pipeline: #962 bot lookup print_ref pdp_url → #961 variant ops execute.

Scenario: retail DTC furniture 1 catalog/semester. Registry D-0. printcat_bot_deflect +51%, guess_violation 0.

Explore AI support and request a demo.

Checklist, FAQ and going further

PRINTCATBOT Checklist (8 steps)

  1. Sync PRINTCAT-MAP #961: RAG bot print_ref edition index

  2. Policy PRINTCATBOT-SUP: 6 rules REGISTRY-GATE REF-GROUNDED NO-SKU-GUESS

  3. 8 intents bot_printcat_*: flow PCB-1 to PCB-8

  4. 4 templates TPL-PRINTCAT-*: FIND VARIANT EDITION HANDOFF

  5. Catalog reference widget: ref_lookup entry print_ref page

  6. Fuzzy ref gate: spelling_variants map only → handoff

  7. Red team 10 refs: guess SKU edition ignore test

  8. KPI Dashboard: printcat_bot_* section 9 + delta printcat_

FAQ

Difference #961?
#961 = agents verify alt ops edition execute. #962 = bot tier 1 lookup reference widget.

Bot guesses the product?
No, outside of PRINTCAT-MAP. NO-SKU-GUESS-BOT. Handoff if unknown.

Difference OFFADBOT #960?
#960 = promo offer flyer code. #962 = multipage catalog reference lookup.

Difference PRIVCATbot #812?
#812 = private B2B catalog access. #962 = print public catalog.

Catalog photo mandatory?
No, tier 1 bot. not_found_ask page edition if ref missing from map.

Go further

This week: sync PRINTCAT-MAP #961, catalog reference widget, FIND VARIANT templates, measure printcat_bot_deflect.

Enzo

July 1, 2026

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