Content Intelligence

Audit your campaign before you publish

Creative effectiveness across cultural contexts. See how clearly content communicates its intended message, how relevant and trustworthy it may feel to target audiences, and where cultural mismatch or exclusion risk may weaken impact. Get practical adaptation recommendations. Audience comparisons of original and revised cuts will test whether those changes land.

How the analysis reads an asset

Content goes in. Content Intelligence maps narrative, emotion, symbol, aesthetic, subculture, and intent across cultural contexts.

Campaign still with a lone figure in a bright room
Campaign still with a family at a table
Campaign still of a meeting room conversation
Campaign still with polished lifestyle framing
Content Intelligence
  • Narrative
  • Emotion
  • Symbol
  • Aesthetic
  • Subculture
  • Intent

Technology: cultural lenses on multimodal signals

Content Intelligence reads language, visuals, voice, behaviour, and narrative together. Each cultural lens asks one question of the scene. Two examples below.

How we identify direct and indirect communication

Content Intelligence

Direct / Indirect

How explicitly is intent expressed?

Multimodal reading of the cut

  • Language

    • Explicit requests and hints
    • Refusals and disagreement
    • Softening expressions
    • Literal and implied meaning
  • Visuals

    • Facial expressions and reactions
    • Direction of gaze
    • Gestures instead of words
    • Alignment of words and actions
  • Voice

    • Intonation and emphasis
    • Pauses and hesitation
    • Pace and volume
    • Alignment of words and tone
  • Interaction

    • How requests begin
    • Response to misunderstanding
    • How refusal is expressed
    • The listener's reaction
  • Context

    • Relationships between speakers
    • Previous remarks
    • Situation and genre
    • Subsequent actions

Two independent audits

Cultural fit and DEIB each keep their own score.

Cultural Intelligence

How the message may land in another cultural environment. Eight Chameleo axes, plus storytelling, tone, speech, and visual signals.

DEIB

Risks of discrimination, exclusion, and stereotyping. Representation, accessibility, and belonging, scored on their own.

How it works

The audit screen itself. Drag the slider to move from upload to findings.

chameleo.world/cultural-qa/new

Deck or stillChoose filePDF · PNG · JPG · WebP · ≤10MBDrop a deck or still, or browse
Short videoSelectedMP4 · MOV · WebM · ≤40s · ≤100MBnordic-savings-spot.mp418.4 MB
Content goal (optional)
Promote a consumer finance app
Promote a consumer finance appDrive SaaS sign-upsLaunch a consumer brand campaign
Analyse this asset

UploadAdd a deck, still, or short video, plus what the asset should do.

Assets in. Findings out.

One upload runs Cultural Intelligence and DEIB as separate tracks.

Supported assets

PDF decks, still frames (PNG, JPG), and short video (MP4, WebM). Add the source market, target market, and the content goal.

What you receive

A cultural fit score with axis gaps, evidence, and red flags. DEIB findings by category, each with status, evidence, a recommendation, and confidence. One combined list of actions to try.

Cultural Adaptation Scanner

Four scans from one system. On each case, switch the view to see the original campaign, then the same idea after the audit.

Cultural Fit

How the content sits against the target market on eight lenses: Direct and Indirect, Low Context and High Context, Linear and Multiactive, I First and We First, Authority and Equality, Task and Relationship, Safe and Brave, Strict and Flexible.

DEI & Representation

Who appears, who has agency, who speaks and decides. Stereotyped roles, accessibility, body representation, gender, age, and other signals that can exclude.

Message Effectiveness

Intended message, the signals on screen, and the reading a target audience may take away. Then a change that narrows that gap.

Case 1

Finland / Nordics to Mexico / LATAM

Functional to relational

One person alone in a white room, holding a plain bottle

Found: the product message is clear, and the scene is emotionally empty. One person, a white room, almost no shared moment.

  • Cultural fit risk: High
  • DEI risk: Low
  • Message risk: High

Case 2

Global / local campaign

Familiar to stereotypical

A man explains a laptop budget while a woman stands by grocery bags and children play

Found: the family setting can feel familiar. Financial agency sits with one person. The other listens beside the shopping.

  • Cultural fit risk: Low
  • DEI risk: High
  • Message risk: Medium

Case 3

United States to Japan

Brave to confrontational

A young manager leans over a meeting table and faces a senior colleague directly

Found: the line can say “Be brave.” The behaviour reads as interrupting a senior colleague.

  • Cultural fit risk: High
  • DEI risk: Low
  • Message risk: High

Case 4

Latin America to Finland / Nordics

Aspirational to distant

Two people in designer coats stand in a marble room with a luxury car outside

Found: success is carried by a luxury car, designer clothes, and a polished interior. Where understated self-presentation is more salient, that can read as distance.

  • Cultural fit risk: High
  • DEI risk: Low
  • Message risk: High

Case studies

Ads that upset the people they were made for. Each card says what viewers saw, why it hurt, and what the brand did next.

Who it's for

Companies entering new marketsStartupsBrandsAgenciesDEIB program ownersBrand-safety owners

See how this asset lands

Self-serve upload is coming soon. Leave a demo request and we will walk you through a Content Intelligence review on your PDF, PNG, JPG, or short MP4 / WebM.

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