E-commerce

AI Chatbot for expired story links: find the original offer and source

AI Chatbot for expired story links: find the original offer and source

July 1, 2026

"The story has disappeared, the bot can no longer find the -20% offer." "The AI doesn't know which story campaign I saw." "The chatbot invents a compensatory code for an expired story." Three failures where a badly calibrated expired story bot leaves the customer without an offer or a source.

An e-commerce expired story link AI chatbot does not replace STORYLINK agents (#955). It reads STORYLINK-MAP, identifies story_campaign_ref utm_params, cites equivalent_offer_expired destination_url, and hands off proof of attribution to humans.

This guide #956 covers intents bot_storylink_*, flow STORYLINKBOT, and KPI storylink_bot. Bot pair of the STORYLINK playbook (#955). Usecase: retrieve original source offer from a past 24-hour story.

Summary

Why botify the expired recovery story?

"I missed the story yesterday, is the offer still valid?" often arrives 24-48 hours post-publication. A calibrated bot looks up STORYLINK-MAP by campaign date or mentioned utm_campaign, and returns equivalent_offer_expired story_campaign_ref without inventing codes or confirming clicks without proof.

What the bot resolves tier 1

  • Expired story detect: story 24 hours past, offer requested

  • Source origin: story_campaign_ref utm_params map

  • Substitute offer: grounded equivalent_offer_expired

  • Live destination: destination_url still active

  • Attribution window: attribution_window_hours mentioned if order_ref

The bot intercepts bot_storylink_expired_detect before agent compensatory code or dead end without alternative.

STORYLINKBOT #956 vs STORYLINK #955, BROKLINKbot #946, EXPIADbot #930, FOLLEXbot #952 and HIGHLIGHT

Seven social bot story contents, seven distinct roles.

Quick Matrix

Pipeline: bot expired source offer cite → #955 proof attribution handoff execute. URL 404 → BROKLINKbot #946.

Which bot_storylink_* intents should be configured?

Eight expired bot story intents mapped to typologies #955.

Eight bot_storylink intents

  • bot_storylink_expired_detect: detect past story for requested offer

  • bot_storylink_campaign_lookup: STORYLINK-MAP story_campaign_ref match

  • bot_storylink_source_recover: utm_params story_campaign_ref reference

  • bot_storylink_equivalent_offer: equivalent_offer_expired map grounded

  • bot_storylink_destination_link: destination_url live reference

  • bot_storylink_offer_window: attribution_window_hours story_offer status

  • bot_storylink_proof_collect: eligible_proof_fields if window active

  • bot_storylink_handoff: attribution dispute → #955

Tier 1 auto: expired_detect, campaign_lookup, source_recover, equivalent_offer, destination_link if campaign or date + STORYLINK-MAP + guardrails.

bot_storylink_handoff, proof dispute, bridge action → agents #955 payload storylink_id.

How should STORYLINK-MAP #955 be consumed?

The bot reads STORYLINK-MAP #955: storylink_id, story_campaign_ref, utm_params, destination_url, story_offer, attribution_window_hours, eligible_proof_fields, equivalent_offer_expired, expiry_date, agent_handoff_url.

Lookup grounded

  • Campaign lookup: flash_juin story date → STORYLINK-MAP row

  • UTM match: utm_campaign param → story row

  • OFFER-GROUNDED-BOT: equivalent_offer_expired map only

  • SOURCE-RECOVER-GATE: story_campaign_ref utm always cites

  • NO-ATTRIBUTION-GUESS-BOT: do not confirm click without proof of order UTM

Widget entry: “I missed the story” + optional date field or campaign name.

STORYLINKBOT-SUP policy in six rules

Six bot rules safe expired story.

  1. STORY-REGISTRY-GATE: lookup STORYLINK-MAP before offer recovery

  2. SOURCE-RECOVER-GATE: cite story_campaign_ref utm_params map

  3. OFFER-GROUNDED-BOT: equivalent_offer_expired map only

  4. NO-CODE-ISSUE-BOT: bot does not issue or replace story_offer

  5. NO-ATTRIBUTION-GUESS-BOT: proof_collect before confirm click

  6. BROKLINK-REROUTE-BOT: destination 404 → BROKLINKbot #946

Flow STORYLINKBOT SLB-1 to SLB-8

Eight-step flow: ingest detect lookup source offer reroute handoff log.

  1. SLB-1 Ingest: expired story message missed offer yesterday flash

  2. SLB-2 Expired detect: bot_storylink_expired_detect citation

  3. SLB-3 Campaign lookup: STORY-REGISTRY-GATE date utm_campaign

  4. SLB-4 Source recover: story_campaign_ref utm_params cite

  5. SLB-5 Tier 1 answer: equivalent_offer destination_link offer_window

  6. SLB-6 Reroute: BROKLINKbot #946 EXPIADbot #930 FOLLEXbot #952

  7. SLB-7 Handoff: proof attribution dispute → agent #955

  8. SLB-8 Log: deflect source_recover handoff KPI

TPL-STORYLINK-EXPIRED Example

“Story {{story_campaign_ref}} expired. Source: {{utm_params map}}. Current offer: {{equivalent_offer_expired}}. Access: {{destination_url}}.”

TPL-STORYLINK templates and touchpoints

Four short expired story embed mobile widget templates.

TPL-STORYLINK-EXPIRED

[story_campaign_ref map.] [equivalent_offer_expired map.] [destination_url.] OFFER-GROUNDED.

TPL-STORYLINK-SOURCE

[utm_params map.] Campaign: [story_campaign_ref.] SOURCE-RECOVER.

TPL-STORYLINK-WINDOW

[attribution_window_hours map.] [story_offer status.] [eligible_proof_fields if active.]

TPL-STORYLINK-HANDOFF

[agent_handoff_url.] Request [proof / attribution] transmitted. Story [storylink_id]. Delay [handoff_sla].

Touchpoints

  • “I missed the story”: expired_detect + campaign_lookup

  • &dots;Which offer yesterday?”: equivalent_offer + source_recover

  • Referral utm_medium=story: auto entry campaign_lookup

  • Order_ref + window: offer_window + proof_collect

Edge cases: active highlight, creator collab, dead link, ads boost

Five cases outside tier 1 standard expired bot story.

  • Highlight still live: active story_offer → OFFER-01 flow #955 not expired only

  • Creator collab story: lookup row collab INFLMIS reroute if promise ≠ file

  • 404 Destination: reroute BROKLINKbot #946

  • Paid boosted story: reroute EXPIADbot #930 if UTM ads

  • Proof out of window: equivalent_offer only, handoff #955 if marketing bridge

Bot does not recreate story: handoff #955 storylink_ops_flag if destination UTMs are inconsistent.

Essential storylink_bot KPIs

Five STORYLINKBOT steering metrics and correlation #955.

  • storylink_bot_deflect: expired stories clarified without a storylink_ ticket

  • storylink_bot_source_recover_rate: % of identified story_campaign_ref sessions

  • storylink_bot_equivalent_offer_rate: % of substitute offer provided sessions

  • storylink_bot_handoff_rate: % of attribution proofs routed #955

  • storylink_bot_code_issue_violation: compensatory codes issued target 0

Target: code_issue_violation at zero and source_recover above 80% post sync STORYLINK-MAP D-0.

STORYLINKBOT anti-patterns

Five common expired story bot errors.

  1. Compensatory code: NO-CODE-ISSUE-BOT mandatory

  2. Confirming click without proof: NO-ATTRIBUTION-GUESS proof first

  3. Invented offer: OFFER-GROUNDED equivalent_offer_expired only

  4. Ignoring original source: SOURCE-RECOVER utm_campaign cite

  5. Duplicating BROKLINKbot #946: #956 expired story offer recovery, not 404 alone

STORYLINKBOT with Qstomy

Qstomy on Shopify: detect bot_storylink intent, STORYLINK-MAP RAG grounded, templates EXPIRED SOURCE WINDOW, handoff #955 proof payload storylink_id.

Pipeline: #956 bot source offer recover → #955 proof attribution execute.

Scenario: DTC mode 2 stories/week. Registry D-0 sync. storylink_bot_deflect +51%, code_issue_violation 0.

Explore AI support and request a demo.

Checklist, FAQ and going further

STORYLINKBOT Checklist (8 steps)

  1. Sync STORYLINK-MAP #955: RAG bot + equivalent_offer_expired

  2. Policy STORYLINKBOT-SUP: 6 SOURCE-RECOVER OFFER-GROUNDED rules

  3. 8 intents bot_storylink_*: flow SLB-1 to SLB-8

  4. 4 templates TPL-STORYLINK-*: EXPIRED SOURCE WINDOW HANDOFF

  5. Entry "missed story": expired_detect chip widget

  6. attribution_window: documented sync go-live story

  7. Red team 10 prompts: compensatory code invented attribution

  8. Dashboard KPI: storylink_bot_* section 9

FAQ

Difference #955?
#955 = agents proof UTM ops attribution. #956 = bot tier 1 expired story recovery widget.

Does the bot issue a story code?
No. NO-CODE-ISSUE-BOT. equivalent_offer_expired map only.

Difference BROKLINKbot #946?
#946 = dead 404 URL. #956 = disappeared story source recovery offer.

Difference EXPIADbot #930?
#930 = expired paid ad. #956 = organic brand Instagram story.

Going further

This week: sync STORYLINK-MAP #955, missed story chip entry, EXPIRED SOURCE templates, measure storylink_bot_deflect.

Enzo

July 1, 2026

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