E-commerce
July 1, 2026
"The bot says full price while the influencer promises -20%." "The AI ignores the duo pack shown in the Reel." "Chatbot does not ask which creator or which story." Three failures where a miscalibrated creator bot mismatch denies the promise or invents an offer.
An AI chatbot gap between influencer content and e-commerce product page does not replace INFLMIS agents (#949). It collects the creator handle and content link, reads INFLMIS-MAP, cites pdp_url price code bundle variant from Shopify live and handoff bridge to humans.
This guide #950 covers intents bot_inflmis_*, flow INFLMISBOT and KPI inflmis_bot. Bot pair of the INFLMIS playbook (#949). Use case: collect creator context clarify tier 1 sheet.
Summary
Why botify creator-record clarification?
"@marie promised free shipping, but your site charges €5.90" often happens with PDP social referrals. A calibrated bot collects the creator_handle and content_url, looks up INFLMIS-MAP, compares promise_copy with the Shopify product page, and clarifies without blaming the customer or promising an out-of-scope offer.
What the tier 1 bot resolves
Context collection: creator handle, Story/Reel link
Discrepancy qualification: bundle price, variant, shipping code
PDP clarification: pdp_price, valid code, bundle_url map
Correct variant: correct_variant_url if bio link is incorrect
Ops escalation: inflmis_ops_flag if live creator content is misaligned
The bot intercepts bot_inflmis_price_gap before applying a generic pricing macro or blindly denying the creator's promise.
INFLMISBOT #950 vs INFLMIS #949, INFLUOOSbot #948, ADLCBOT #932, AMBbot #576 and SHORTVIDbot #944
Seven creator promise bot contents, seven distinct roles.
Quick matrix
#950 INFLMISBOT: Tier 1 bot collects context clarifies gap creator sheet
INFLMIS #949: bridge ops clarification execute agents
INFLUOOSbot #948: post-creator rupture distinct different promise
ADLCBOT #932: paid ad mismatch landing distinct organic creator
AMBbot #576: ambassador code distinct creator price bundle
SHORTVIDbot #944: find video product distinct sheet promise gap
INFLU #223: day-7 upstream creator briefing distinct post-live tickets
Pipeline: client reports creator gap → #950 context classify clarify tier 1 → handoff #949 if bridge ops.
Which bot_inflmis_* intents should be configured?
Eight creator mismatch bot intents mapped to typologies #949.
Eight bot_inflmis intents
bot_inflmis_mismatch_detect: detect quote gap between creator and site
bot_inflmis_context_collect: request creator_handle content_url
bot_inflmis_registry_compare: compare promise_copy with INFLMIS-MAP registry
bot_inflmis_gap_classify: price bundle variant code shipping feature
bot_inflmis_pdp_clarify: pdp_price shipping_policy bundle_url map
bot_inflmis_code_offer: valid creator code from map
bot_inflmis_ops_escalate: live content not aligned → marketing #949
bot_inflmis_handoff: bridge action → agent #949
Tier 1 auto: mismatch_detect, context_collect, registry_compare, gap_classify, pdp_clarify, code_offer if INFLMIS-MAP + guardrails.
bot_inflmis_handoff, bridge_offer, gifted without brief → agents #949 payload inflmis_collab_id.
How should INFLMIS-MAP #949 be consumed?
The bot reads INFLMIS-MAP #949: inflmis_collab_id, creator_handle, content_url, promise_copy, pdp_url, sku_linked, pdp_price, valid_code, bundle_url, correct_variant_url, shipping_policy, bridge_offer, agent_handoff_url, ops_escalate_threshold.
Lookup grounded
Creator lookup: @handle → INFLMIS-MAP row
Shopify PDP API: live verify variant bundle price
PDP-GROUNDED-BOT: pdp_price code bundle from map + Shopify
FIX-NOT-GUESS-BOT: no invented offer outside of bridge_offer map
CONTEXT-COLLECT-BOT: handle content link before classify
Widget PDP social referral: badge bot_inflmis_mismatch_detect if creator traffic and promise cited.
INFLMISBOT-SUP policy in six rules
Six bot mismatch rules creator safe.
CONTENT-REGISTRY-GATE: lookup INFLMIS-MAP before discrepancy response
CONTEXT-COLLECT-BOT: creator_handle content_url before gap_classify
PDP-GROUNDED-BOT: price bundle variant Shopify sheet live only
NO-AUTO-BRIDGE-BOT: bridge_offer agent #949 only
FIX-NOT-GUESS-BOT: no oral promise not validated registry
INFLUOOS-REROUTE-BOT: breakdown only → INFLUOOSbot #948
Flow INFLMISBOT IMB-1 to IMB-8
Eight-step flow: ingest detect collect compare classify clarify reroute handoff log.
IMB-1 Ingest: message gap creator price pack variant shipping
IMB-2 Mismatch detect: bot_inflmis_mismatch_detect quote promise
IMB-3 Context collect: CONTEXT-COLLECT creator_handle content_url
IMB-4 Registry compare: CONTENT-REGISTRY-GATE INFLMIS-MAP
IMB-5 Classify gap: price bundle variant code shipping feature
IMB-6 Tier 1 answer: pdp_clarify code_offer ops_escalate
IMB-7 Reroute: INFLUOOSbot #948 AMBbot #576 ADLCBOT #932
IMB-8 Log: deflect clarify handoff ops_escalate KPI
Example TPL-INFLMIS-CLARIFY
“Current page price: {{pdp_price}}. Valid {{creator_handle}} code: {{valid_code map}}. Pack: {{bundle_url map}}.”
TPL-INFLMIS templates and touchpoints
Four short creator mismatch embed widget templates.
TPL-INFLMIS-CONTEXT
[creator_handle.] [content_url.] Share the @ creator or Reel story link. CONTEXT-COLLECT.
TPL-INFLMIS-CLARIFY
[pdp_price map.] [valid_code map.] [bundle_url map.] PDP-GROUNDED.
TPL-INFLMIS-VARIANT
[variant_shown map.] Correct link: {{correct_variant_url map}}.
TPL-INFLMIS-HANDOFF
[agent_handoff_url.] Request [bridge / ops] forwarded. Collab [inflmis_collab_id]. Delay [handoff_sla].
Touchpoints
PDP referral social: mismatch_detect + context_collect
"@creator promised -20%": pdp_clarify + valid_code
"Duo pack in video": bundle_url classify
"Wrong color in link in bio": correct_variant_url
Edge cases: gifted, incomplete proof, simultaneous break, paid pub
Five cases out of tier 1 bot mismatch standard creator.
Incomplete context: context_collect relaunch without denying promise
Gifted creator without brief: ops_escalate, not bridge_offer bot
Ambassador code only: reroute AMBbot #576
Double promise ad + creator: reroute ADLCBOT #932 if UTM ads
Mismatch + breakup: clarify IMB-6 then reroute INFLUOOSbot #948
Bot does not correct creator content: handoff #949 inflmis_ops_flag marketing.
Essential inflmis_bot KPIs
Five INFLMISBOT steering metrics and correlation #949.
inflmis_bot_deflect: creator discrepancies clarified without an inflmis_ ticket
inflmis_bot_context_complete_rate: % of sessions with handle or content link
inflmis_bot_clarify_rate: % of sessions with pdp_clarify or code_offer provided
inflmis_bot_ops_escalate_rate: % of live content reported to marketing
inflmis_bot_promise_guess: generated offers target audit 0
Target: promise_guess at zero and context_complete above 75% post sync INFLMIS-MAP D-7.
INFLMISBOT Anti-patterns
Five common bot creator mismatch errors.
Denying creator promise: CONTEXT-COLLECT + obligatory registry compare
Invented offer: FIX-NOT-GUESS bridge_offer map only
Price outside Shopify: PDP-GROUNDED live verify
Automatic bridge: NO-AUTO-BRIDGE agent #949
Duplicating INFLUOOSbot #948: #950 promise u2260 website, stock may be available
INFLMISBOT with Qstomy
Qstomy on Shopify: detect bot_inflmis intent, INFLMIS-MAP RAG grounded, Shopify PDP verify, templates CONTEXT CLARIFY VARIANT, handoff #949 ops payload inflmis_collab_id.
Pipeline: #950 bot collects clarifies → #949 bridge ops executes.
Scenario: DTC beauty collab, 11 tickets/72 h. Registry D-7 briefing. inflmis_bot_deflect +52%, inflmis_ tickets -31%.
Explore AI support and request a demo.
Checklist, FAQ and going further
INFLMISBOT Checklist (8 steps)
Sync INFLMIS-MAP #949: RAG bot + Shopify PDP API
Policy INFLMISBOT-SUP: 6 PDP-GROUNDED CONTENT-REGISTRY rules
8 intents bot_inflmis_*: flow IMB-1 to IMB-8
4 templates TPL-INFLMIS-*: CONTEXT CLARIFY VARIANT HANDOFF
PDP social referral: mismatch_detect entry chip
validated promise_copy: INFLU #223 briefing before go-live
Red team 10 prompts: invented offer without map bridge
KPI Dashboard: inflmis_bot_* section 9
FAQ
Difference #949?
#949 = agents bridge ops clarification execute. #950 = bot tier 1 widget context collection.
Does the Bot invent creator offers?
No. FIX-NOT-GUESS-BOT. bridge_offer map only via #949.
Difference INFLUOOSbot #948?
#948 = out of stock. #950 = different promise, stock may be available.
Difference ADLCBOT #932?
#932 = paid ad funnel. #950 = creator organic content.
Going further
This week: sync INFLMIS-MAP #949, PDP social chip, CONTEXT CLARIFY templates, measure inflmis_bot_deflect.
Enzo
July 1, 2026
