E-commerce

AI Chatbot for textile recycling: evaluate condition, procedure, and reward

AI Chatbot for textile recycling: evaluate condition, procedure, and reward

July 1, 2026

"The bot says my voucher is credited even though the trade-in is still in transit." "The AI accepts my torn jacket when the map requires clean condition." "Chatbot promises €20 credit without verifying submission_id." Three failures where a poorly calibrated textile trade-in bot invents rewards or validates items out of rules.

An AI textile trade-in chatbot does not replace TEXTTB agents (#605). It reads TEXTTB-MAP, verifies submission queue status, cites condition_rules reward_amount_rules, and hands off rejected credit missing to human ops.

This guide #606 covers intents bot_texttb_*, flow TEXTTBbot, and KPI texttb_bot. Bot pair of the TEXTTB playbook (#605). New AI circularity use case: qualify eligibility explain procedure without promising credit or accepting item.

Summary

Why automate textile take-back with a bot?

"How does it work?", "is my labelless pair of jeans accepted?" and "where is my voucher?" are frequently asked questions regarding fashion circularity programs. A calibrated chatbot looks up TEXTTB-MAP, verifies submission status, and cites condition_rules without improvising credit.

What the tier 1 chatbot resolves

  • Procedure explained: customer_copy shipping_method map

  • Category eligibility: accepted_categories brand_scope map

  • Condition status: condition_rules rejection_rules cite

  • Reward status: submission queue processing_sla API

  • Proof of postage: proof_required deposit_fee_policy guide

ThredUp notes that fashion take-back programs convert better when eligibility and reward timelines are clear from the very beginning of the chat (ThredUp, resale programs 2026). The chatbot intercepts bot_texttb_eligibility before any dummy acceptance takes place.

TEXTTBbot vs TEXTTB #605, return to customer service, eco #225 and second hand

Five contents, five distinct circularity moments.

Quick matrix

Pipeline: bot explain elig status → #605 credit reject escalate. New return → RETURN-REROUTE.

Which bot_texttb_* intents should be configured?

Eight textile return bot intents mapped to texttb_* typologies #605.

Eight bot_texttb intents

  • bot_texttb_explain : customer_copy shipping procedure reward map

  • bot_texttb_eligibility : accepted_categories brand_scope map

  • bot_texttb_condition : condition_rules rejection_rules cite

  • bot_texttb_label_check : label_required without label map

  • bot_texttb_reward_status : submission queue processing_sla cite

  • bot_texttb_proof_guide : proof_required upload tracking receipt

  • bot_texttb_deposit_info : deposit_fee_policy deposit map

  • bot_texttb_handoff : rejected reward missing → #605

Tier 1 auto: explain, eligibility, condition, label_check, reward_status, proof_guide, deposit_info if TEXTTB-MAP + guardrails.

bot_texttb_handoff, rejected dispute credit issue → agents #605 payload submission_id program_id.

How should TEXTTB-MAP #605 be consumed?

The bot reads TEXTTB-MAP #605: program_id, accepted_categories, brand_scope, condition_rules, min_items_qty, reward_type, reward_amount_rules, deposit_fee_policy, shipping_method, proof_required, processing_sla_days, rejection_rules, customer_copy.

Lookup grounded

  • Program detect: program footer page → TEXTTB-MAP row

  • Submission queue API: ops portal status SUBMISSION-VERIFY-BOT

  • Customer email match: submission_id lookup by email

  • NO-REWARD-PROMISE-BOT: reward_amount_rules map only

  • NO-ACCEPT-BOT: bot never approves accepted parts ops

  • CONDITION-CITE-BOT: refusal eligibility cites condition_rules map

Alignment anti-hallucination (#123): reward status = submission queue API only.

Policy TEXTTBBOT-SUP in six rules

Six rules bot textile return safe.

  1. TEXTTB-MAP-GROUNDED: reward condition deposit from map only

  2. SUBMISSION-VERIFY-BOT: queue API before status reward cite

  3. NO-REWARD-PROMISE-BOT: bot does not promise credit off map

  4. NO-ACCEPT-BOT: bot neither approves nor validates received item

  5. CONDITION-CITE-BOT: elig refusal according to condition_rules rejection_rules

  6. RETURN-REROUTE-BOT: new order return → distinct return policy

Flow TEXTTBbot TTB-1 to TTB-8

Flow eight steps bot textile take-back.

  1. TTB-1 Classify: bot_texttb_* intent detect

  2. TTB-2 Collect: email submission_id items category question

  3. TTB-3 TEXTTB-MAP: program reward condition shipping proof

  4. TTB-4 Submission verify: queue API status SUBMISSION-VERIFY

  5. TTB-5 Guardrail: NO-REWARD-PROMISE NO-ACCEPT CONDITION-CITE

  6. TTB-6 Respond: TPL-TEXTTBbot grounded map

  7. TTB-7 Handoff: rejected reward missing → #605

  8. TTB-8 Log: intent program_id tag texttb_bot

Example TPL-TEXTTBbot-REWARD

“Take-back [submission_id]: status [queue API: received / processing / credited / rejected]. [If pending: reward within [processing_sla_days map] d.] [If credited: [reward_type] [amount map] sent [date].] [If rejected: TPL-TEXTTBbot-ELIG handoff #605.]”

TPL-TEXTTBbot and touchpoints templates

Four essential templates.

TPL-TEXTTBbot-EXPLAIN

Program [program_id]: [customer_copy map]. Accepted: [accepted_categories brand_scope]. Min [min_items_qty] items. Shipping: [shipping_method]. Reward: [reward_type reward_amount_rules]. Processing time: [processing_sla_days] days.

TPL-TEXTTBbot-ELIG

Item [catégorie]: [eligible / rejected according to map]. Conditions: [condition_rules]. [If label: [label_required map].] [If rejected: [rejection_rules].] [Bot does not approve: shipment subject to ops review.]

TPL-TEXTTBbot-REWARD

Submission [submission_id]: [queue status]. [If pending: SLA [processing_sla_days].] [If credited: [reward_type] [amount].] Tracking link: [portal status].

TPL-TEXTTBbot-HANDOFF

Request [rejected / reward missing / dispute] forwarded to trade-in team. Submission [submission_id]. Program [program_id]. Processing time [handoff_sla].

Touchpoints

  • Trade-in program page: bot_texttb_explain embed

  • Eligibility FAQ: bot_texttb_eligibility widget

  • Submission status portal: bot_texttb_reward_status entry

  • Circularity checkout footer: bot_texttb_explain chip

Edge cases and reroutes

Five cases outside tier 1 bot standard textile recovery.

Bot never issues credit or validates items: ops decision → agents #605 workflow queue.

Essential bot KPIs

Five TEXTTBbot monitoring metrics.

  • texttb_bot_elig_deflect: eligibility condition resolved without agent

  • texttb_bot_explain_deflect: explain procedure resolved without handoff

  • texttb_bot_reward_deflect: reward_status resolved without ticket

  • texttb_bot_handoff_rate: rejected reward missing / total texttb bot

  • texttb_bot_hallucination_rate: promised accepted credit out of target audit map 0

Target: texttb_bot_elig_deflect greater than 70% with TEXTTB-MAP sync program page API submission.

Anti-patterns TEXTTBbot

Five common textile takeback bot errors.

  1. Invented promised credit: NO-REWARD-PROMISE-BOT reward_amount_rules map

  2. Bot approved item: NO-ACCEPT-BOT handoff ops #605

  3. Invented credited status: SUBMISSION-VERIFY-BOT queue first

  4. Confusing return as new: RETURN-REROUTE refund distinct

  5. Accepting outside condition_rules: CONDITION-CITE-BOT rejection_rules cite

TBbot with Qstomy

Qstomy on Shopify: detect bot_texttb intent, TEXTTB-MAP RAG grounded, submission queue lookup, condition_rules cite, handoff #605 reject credit payload submission_id.

Pipeline: #606 bot status elig → #605 credit reject escalate ops.

Explore AI support and request a demo.

Checklist, FAQ and going further

TEXTTBbot Checklist (8 steps)

  1. Sync TEXTTB-MAP #605: RAG bot + submission API

  2. Policy TEXTTBBOT-SUP: 6 NO-ACCEPT-BOT rules

  3. 8 intents bot_texttb_*: flow TTB-1 to TTB-8

  4. 4 templates TPL-TEXTTBbot-*: EXPLAIN ELIG REWARD HANDOFF

  5. Program page embed: bot_texttb_explain entry

  6. Portal status widget: bot_texttb_reward_status

  7. Red team 10 prompts: promised credit, torn item accepted, invented "credited" status

  8. Dashboard KPI: texttb_bot_* section 9

FAQ

Difference with #605?
#605 = credit reject escalate ops agents. #606 = tier 1 bot elig procedure handoff status.

Does the bot approve my item?
No. NO-ACCEPT-BOT. Ops control after receipt.

Voucher delivery time?
TPL-TEXTTBbot-REWARD processing_sla_days map queue API.

New order return?
RETURN-REROUTE policy, refund return distinct from textile take-back.

Going further

This week: index TEXTTB-MAP RAG, embed program page bot take-back, red team promised credit, invented "credited" status.

Enzo

July 1, 2026

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