E-commerce

AI Chatbot for Partner Attribution: Qualify code, link, and sales source

AI Chatbot for Partner Attribution: Qualify code, link, and sales source

July 1, 2026

Affiliate partner: "My sale #4521 is not counted." The bot promises a commission or responds off-topic. Ticket utmattr_sale_missing.

An e-commerce partner attribution AI chatbot qualifies link UTM source code, collects order_id from UTMATTR-MAP #935, deflects tier 1 and handoffs to agent in case of credit or dispute.

This guide #936 covers intents bot_utmattr_*, workflow UTMATTRBOT UAB-1 to UAB-8, and guardrails NO-AUTO-CREDIT-BOT. Bot pair of the UTMATTR playbook (#935). Use case: qualify widget sale source link code.

Summary

Why botify attribution qualification?

Partners and clients quote ref codes or links without structured order_ids. Without qualification, the agent receives incomplete tickets. ATTR-REGISTRY-GATE aligns widget and agents #935.

What the tier 1 attribution bot solves

  • Qualify source: utm_source ref partner code

  • Collect proof: order_id link click date

  • Classify gap: sale_missing coupon_override utm_stripped

  • Explain rules: last-click registry window

  • Credit handoff: agent #935 if lookup required

DTC retail example

DTC 80 partners. Bot sync registry. utmattr_bot_deflect +47%, incomplete tickets -52% in 6 weeks.

UTMATTRBOT #936 vs UTMATTR #935, ADSFEED #934, STACK #870 and PARTDATA #852

Seven bot attribution contents, seven distinct roles.

Quick Matrix

Pipeline: partner reports sale → #936 qualify classify tier 1 → handoff #935 if credit dispute.

Which bot_utmattr_* intents should be configured?

Eight attribution intents mapped UTMATTR-MAP #935.

Eight bot_utmattr intents

  • bot_utmattr_partner_detect: detect affiliate partner ambassador message

  • bot_utmattr_info_collect: order_id UTM link click date

  • bot_utmattr_code_qualify: validate ref code format registry

  • bot_utmattr_link_qualify: qualify partner link UTM params

  • bot_utmattr_gap_classify: utmattr_* sale_missing coupon_override

  • bot_utmattr_rules_explain: last-click window coupon policy map

  • bot_utmattr_handoff_credit: credit lookup → agent #935

  • bot_utmattr_feed_loop: consume LOG #935 attr_registry

Each session logs partner_id intent utmattr_* deflect_or_handoff.

How to consume UTMATTR-MAP #935?

The bot reads UTMATTR-MAP #935 + bot fields: attribution_rules, utm_standard, ref_code_map, coupon_override_policy, attribution_window_days, partner_id_lookup, info_fields_required, rules_explain_copy, agent_handoff_url, attr_registry_active.

Bot Partner Attribution Guardrails

  • ATTR-REGISTRY-GATE: rules from program registry only

  • NO-AUTO-CREDIT-BOT: do not credit commission without agent #935

  • INFO-COLLECT-BOT: order_id link before handoff

  • CODE-QUALIFY-BOT: ref registry map format

  • RULES-GROUNDED-BOT: coupon window from registry

  • GAP-CLASSIFY-BOT: utmattr_* before response

  • OPS-FLAG-BOT: utm_stripped pattern → #935

  • UTMATTR-FEED-LOOP-BOT: LOG #935 enriches attr_registry widget

UTMATTRBOT-SUP policy in six rules

Six rules for partner attribution responsible on the widget side.

  1. ATTR-REGISTRY-GATE: registry lookup before explain

  2. INFO-COLLECT-BOT: info_collect minimum fields

  3. NO-AUTO-CREDIT-BOT: handoff agent credit dispute

  4. RULES-GROUNDED-BOT: rules_explain registry only

  5. GAP-CLASSIFY-BOT: classify before tier 1 response

  6. UTMATTR-FEED-LOOP-BOT: LOG #935 review widget within 48 hours

Flow UTMATTRBOT UAB-1 to UAB-8

Eight-step flow: partner detect collect qualify classify explain handoff log.

  1. UAB-1 Ingest: missing sale message link commission code

  2. UAB-2 Partner detect: affiliate ambassador customer ref code

  3. UAB-3 Info collect: order_id UTM link click date

  4. UAB-4 Qualify: code_qualify link_qualify registry

  5. UAB-5 Classify gap: utmattr_* gap_classify

  6. UAB-6 Tier 1 explain: rules_explain coupon window

  7. UAB-7 Handoff: credit dispute lookup agent #935

  8. UAB-8 Log: deflect info_complete handoff_rate

Example TPL-UTMATTR-INFO

"To verify attribution: order number, link used and click date."

TPL-UTMATTR Templates and Touchpoints

Four short attribution embed templates.

TPL-UTMATTR-INFO

[info_fields map.] order link date. INFO-COLLECT.

TPL-UTMATTR-RULES

[rules_explain_copy map.] Last-click window. RULES-GROUNDED.

TPL-UTMATTR-COUPON

[coupon_override_policy map.] Priority customer code.

TPL-UTMATTR-HANDOFF

[agent_handoff_url.] Verification in progress. NO-AUTO-CREDIT.

Touchpoints

  • "Sale not counted": info_collect + classify

  • Ref code provided: code_qualify registry

  • Commission dispute: handoff_credit agent

  • LOG UTMATTR #935: feed_loop attr_registry

Edge cases: end customer, bulk sales, Collabs app

Five cases out of the standard flow.

  • Client cites partner code: distinct promo path and handoff if purchased

  • Bulk 10 missing sales: immediate handoff period export

  • Shopify Collabs: qualify specific registry app_id

  • Incomplete info 3 reminders: agent handoff #935

  • utm_stripped pattern: ops_flag #935 without credit promise

Essential bot exhaustion KPIs

Five UTMATTRBOT steering metrics and correlation #935.

  • utmattr_bot_deflect : qualifications resolved without incomplete ticket

  • utmattr_bot_info_complete_rate : % sessions with order_id link

  • utmattr_bot_classify_accuracy : % gap aligned agent review

  • utmattr_bot_handoff_rate : % sessions requiring agent lookup

  • utmattr_bot_auto_credit : bot promised credits target 0

Target: auto_credit at zero and info_complete above 70 %.

UTMATTRBOT anti-patterns

Five common bot attribution errors.

  1. Promising commission: NO-AUTO-CREDIT handoff #935

  2. Handoff without info: INFO-COLLECT minimum

  3. Invented rules: RULES-GROUNDED registry only

  4. Ignoring coupon override: GAP-CLASSIFY coupon_override

  5. Duplicating #934: #936 distinct partner commission feedback ad

UTMATTRBOT with Qstomy

Qstomy on Shopify: UTMATTR-MAP sync #935, ref code map, templates INFO RULES HANDOFF, partner detect, KPI utmattr_bot dashboard.

Scenario: DTC 80 partners. Registry sync. utmattr_bot_deflect +47%, incomplete utmattr_ tickets -52% in 6 weeks.

Explore AI support and request a demo.

Checklist, FAQ and going further

Checklist UTMATTRBOT (8 steps)

  1. Sync UTMATTR-MAP #935: ref rules codes coupon window

  2. Policy UTMATTRBOT-SUP: 6 rules REGISTRY-GATE NO-AUTO-CREDIT

  3. 8 intents bot_utmattr_*: flow UAB-1 to UAB-8

  4. 4 templates TPL-UTMATTR-*: INFO RULES COUPON HANDOFF

  5. info_fields: order_id link minimum date

  6. partner_detect: affiliate vs final customer

  7. Red team attribution: auto credit incomplete info test

  8. Dashboard KPI: utmattr_bot_* section 9 + delta utmattr_

FAQ

Difference #935?
#935 = agents lookup credit deny ops. #936 = bot qualifier tier 1 widget.

Difference #934?
#934 = feedback ad marketing. #936 = attribution partner commission.

Difference #870?
#870 = stack codes customer. #936 = ref affiliate overwritten explain.

Can bot credit?
No. NO-AUTO-CREDIT. Handoff agent #935 UA-3 UA-5.

Going further

This week: sync UTMATTR-MAP #935, info_collect flow, partner_detect, measure utmattr_bot_deflect.

Enzo

July 1, 2026

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