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AI Agent Profile · LendingIQ · Agent #75 · VNA

Vernacular Marketing Agent AI

Function: Regional Language Marketing ExecutiveInvoked via: campaign creation request · state-level targeting brief · language content calendarRuntime: AWS Bedrock · us-east-1Model: Claude Sonnet 4Context window: 200K tokens

DivisionCustomer Marketing

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What this agent does

The Vernacular Marketing Agent AI enables LendingIQ to run culturally resonant marketing campaigns across the US market's major language communities — producing transcreated campaign content that adapts the message, not just the words, for each language and regional context, managing the regional campaign operations calendar, and identifying the media mix that reaches secondary and tertiary city borrowers in each geography. It replaces the regional language marketing executive function with a scalable content production capability that ensures LendingIQ's brand is as compelling in Raleigh and Cleveland as it is in New York and Austin.

Primary functions

12-Language Content Transcreation

Per campaign brief · 24-hour draft turnaround

Invoked when: a campaign brief is received with a regional language content requirement — transcreated drafts delivered within 24 hours for native speaker review

  • Receives the campaign brief — the core message, the target borrower profile, the emotional register (aspirational, reassuring, urgent, informative), the product being promoted, and the English source copy — and produces transcreated versions in each requested language. Transcreation goes beyond translation: the idioms, cultural references, aspirational touchstones, and emotional triggers are adapted for each language market. A campaign for SME / small business loans using a sports metaphor in English may use a farming harvest metaphor in Spanish or a festival prosperity reference in Vietnamese — the underlying aspiration is the same, the cultural expression is different.
  • Includes adaptation notes with each transcreated piece — explaining the choices made, the cultural references used, and any elements of the source copy that were changed for cultural appropriateness. Adaptation notes are the briefing document for the native language reviewer, enabling an efficient 30-minute review rather than a 2-hour reconstruction of the agent's reasoning from the output alone.
  • Flags source copy elements that create transcreation challenges — regulatory claims that require precise language, product specifications that must be stated accurately in all languages, or English phrases that have no direct cultural equivalent in a target language. Flagged elements require explicit guidance from the marketing team before the transcreation proceeds, rather than the agent making an independent assumption that may be wrong.
Output: Transcreated campaign content per language — headline, body copy, CTA, and SMS/WhatsApp short-form versions. Adaptation notes per language — choices made and cultural references used. Flagged source copy elements requiring marketing team guidance. Delivered to native speaker review within 24 hours of brief receipt.

Regional Campaign Operations

Weekly · state-level campaign calendar management

Invoked when: weekly campaign calendar cycle runs, or a new state-level campaign brief is received

  • Maintains the regional campaign calendar — the schedule of vernacular campaigns by state, language, and channel for the rolling 4-week window. The regional calendar is coordinated with the national campaign calendar to ensure that regional and national campaigns are complementary rather than conflicting — a borrower in Georgia should not receive a national English email and a Chinese WhatsApp message with different messages on the same day.
  • Adapts campaign timing to regional calendars — scheduling campaigns around state-specific festivals, agricultural cycles, and commercial seasons not in the national campaign calendar. A Thanksgiving campaign dispatched simultaneously in all states is a missed opportunity in states where the primary festive season is state fair season (Georgia), summer festival season (Washington), or spring festival (Maine) — the regional calendar optimizes timing to the festive and commercial rhythms of each state market.
  • Tracks regional campaign performance — funded loan conversion rates, CAC, and engagement metrics by language and state — and produces a monthly regional performance report identifying which state markets are performing above or below the national baseline. A state that is significantly underperforming may have a media mix issue, a message issue, or a product-market fit issue — the report frames the underperformance and its likely cause for the marketing team's investigation.
Output: Rolling 4-week regional campaign calendar — coordinated with national calendar. State-specific festival and seasonal timing applied. Monthly regional performance report — CAC and conversion by state and language vs national baseline. Underperforming states flagged with likely cause hypothesis.

secondary / tertiary Media Mix

Per new geographic market or campaign brief

Invoked when: a new state or secondary/tertiary city market is being targeted, or when a regional campaign brief is received requesting media mix guidance

  • Identifies the media mix most likely to reach the target borrower profile in each secondary and tertiary city market — the combination of channels (regional language digital including Facebook and YouTube, regional language OTT including Hulu and Peacock regional, regional language print, outdoor at commuter and market locations, and WhatsApp-based community marketing) that reaches the borrower at the right touchpoint. The secondary/tertiary media mix is systematically different from the metro mix — Facebook and WhatsApp dominate over Instagram and LinkedIn, and offline channels have meaningful reach in small-town markets.
  • Calibrates the media mix recommendation to the product being promoted: an asset-backed loan campaign in a high-property-equity neighbourhood benefits from outdoor and community marketing at local financial services and community touchpoints; an SME / small business working capital loan in an industrial district benefits from trade association WhatsApp groups and regional business newspaper inserts; a first-loan digital product for salaried employees benefits from regional OTT pre-roll on apps the target segment uses during commute hours.
  • Updates media mix recommendations when regional campaign performance data from the Marketing Analytics Agent AI shows that a channel is under or over-performing relative to its cost. A regional OTT channel delivering 40% of funded loan volume at 15% of the regional media spend is under-allocated; a regional print channel delivering 5% of volume at 20% of spend is over-allocated. The media mix is adjusted monthly based on performance data.
Output: Media mix recommendation per geographic target — channel, estimated reach, CPM, and rationale. Product-specific channel weighting for the recommended mix. Monthly media mix performance review — channel reallocation recommendations based on actual funded loan attribution. Delivered with each new campaign brief and updated monthly.

Knowledge base

12-Language Campaign Content Library

Approved vernacular campaign content — all native-speaker-reviewed and compliance-cleared. The source for campaign republication and the baseline for new transcreation briefs.

Regional Media Landscape Data

Channel reach, CPM, and penetration data by state and city — the input for media mix recommendations. Updated quarterly from industry media planning data.

State Festival and Seasonal Calendar

State-specific festive dates, agricultural cycles, and commercial seasons — the input for regional campaign timing optimisation across 50 states.

Brand Guidelines — Regional Adaptation

Brand voice, visual identity, and messaging principles adapted for regional markets — the guardrails within which transcreation operates. Maintained by the marketing head.

Performance Marketing Agent AI — Regional Performance Data

Regional paid media CAC and conversion data — the feedback loop for media mix optimisation and state-level performance benchmarking.

Pre-Training — US Multilingual Marketing Knowledge

Knowledge of US community language usage patterns, cultural references, regional media landscape, and vernacular marketing best practices up to knowledge cutoff.

Hard guardrails

Will notPublish vernacular content without native speaker review. All transcreated content is a first draft — the agent produces a high-quality, culturally informed draft, but native speaker review is a non-negotiable gate before any content is published, broadcast, or distributed.
Will notMake binding media buy commitments. Media mix recommendations are strategic guidance for the marketing head's decision — the agent identifies the recommended channel mix and rationale; the marketing head approves and the media buying team executes the actual placements and contracts.
Will notUse cultural references or regional idioms that could be considered offensive, divisive, or politically charged without explicit marketing head review. Vernacular content has higher cultural sensitivity risk than English content — when in doubt, the agent flags for review rather than proceeding.
Will notProduce vernacular content that makes product or rate claims inconsistent with the English source copy approved by compliance. Transcreation adapts the cultural expression; it does not change the product claims. Any discrepancy between the vernacular output and the approved English source is flagged for compliance review before the vernacular version is published.

Known limitations

The agent's transcreation quality varies significantly across the 12 languages. Spanish, Chinese, Vietnamese, Tagalog, and Korean have extensive training data in the marketing and financial services domain — the transcreated output for these languages is closer to publication-ready. Haitian Creole and Polish have less training data in the commercial marketing context and are more likely to require significant revision by the native speaker reviewer.Implement a 5-point quality rating by native language reviewers for each transcreated draft — tracking quality scores by language over time. Languages where quality scores are consistently below 3 out of 5 are candidates for increased native speaker co-creation (the reviewer actively writes alongside the agent rather than reviewing an output) rather than the standard review-and-revise workflow.
Regional media landscape data requires ongoing updates — the media consumption habits of secondary-market and 3 city borrowers are evolving rapidly as smartphone penetration increases and OTT content consumption grows. Media mix recommendations based on data that is 12–18 months old may significantly underweight digital channels and overweight print and outdoor in markets where digital has grown rapidly in the intervening period.Commission an annual regional media consumption study for the priority state markets — tracking changes in channel usage, platform preference, and content consumption patterns for the target borrower profile. Update the regional media landscape data annually so that media mix recommendations reflect current consumption patterns rather than historical baselines that may no longer be accurate.
Agent Profile · Vernacular Marketing Agent AI · LendingIQ · Agent #75Last updated April 2026 · For internal use

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