Floward Creative Innovation  /  June 2026

AI imagery disclosure — options for review

Five directions  ·  Three copy variants each
Legal + brand criteria scored
Evaluation criteria
Brand premium feel HighElevates the brand, editorial register, no defensive hedging
Legal compliance HighNear-image, visible before purchase, all 9 markets
Craft enabler framing HighAI as production tool; florist craft visible and central
Customer clarity MedClear in 30 seconds, no jargon, what varies vs. what stays
Return-risk mitigation MedPre-addresses variation scope before purchase
Implementation speed MedCMS-only = July 1 ready; dev sprint required = lower score
Arabic adaptability MedTranslates cleanly for GCC markets
Recommendation
Direction 1: The Honest Craft Note Primary
Scores highest on brand feel, craft framing, and clarity. Deployable via CMS edit before July 1. The only direction where the florist's craft is embedded in the disclosure itself, turning a legal requirement into a brand statement.
Direction 4: The Brand Confidence Badge Tier 2 upgrade
Inline badge under the image carousel with Direction 1 copy as the tooltip text. Dev sprint, Month 2. No rework between tiers.
Direction 0: The Legal Floor Fallback
If legal requires verbatim language rather than a brand-considered version that clears the same threshold.
The Legal Floor
Verbatim from the legal memo. The baseline every other direction is measured against.
Brand feel 3/5 Legal 5/5 Craft framing 3/5 Clarity 4/5 Return risk 5/5 Speed 5/5
Context

The legal team's drafted wording covers every required element: AI origin, variation source, and consistency commitments. Technically complete and compliant across all 9 markets. The drawback is register — it reads like a T&C clause rather than brand communication. Useful as the legal floor to build from, not necessarily the final customer-facing text.

Brands using this: Etsy sellers (premium handmade goods) commonly start from legal-floor language before iterating. Wolf & Badger started from this register before adding brand voice.
Strengths
  • Legal team signed off
  • Covers all 9 markets
  • Explicit on what stays consistent
  • Zero creative risk
Weaknesses
  • Disclaimer register, not brand voice
  • No craft or human framing
  • Cold for a gifting context
Placement: Extend "Disclaimer:" line in description accordion. Zero dev. Confirm accordion default on mobile before rollout.
Copy variants
ShortAbbreviated legal version
AI-generated image. Actual arrangement may vary slightly. Size, style, colour palette, and packaging are as listed.
MediumVerbatim legal draft
AI-generated representative image. Actual arrangement may vary slightly due to seasonality, availability, and hand assembly. We match the listed size, style, colour palette, packaging, and value.
LongLegal draft with product list pointer
AI-generated representative image. Actual arrangement may vary slightly due to seasonality, availability, and hand assembly. We match the listed size, style, colour palette, packaging, and value. For the exact contents of your order, see the product list below.
The Honest Craft Note Recommended
AI as a styling tool. Human florists as the real craft. Enabler language embedded.
Brand feel 5/5 Legal 4/5 Craft framing 5/5 Clarity 5/5 Return risk 4/5 Speed 5/5
Context

Frames AI as a production enabler while keeping the florist's hands as the truth at the centre. Leads with what the image is for (showing how the arrangement looks in a curated setting), then grounds trust in the actual product and the person assembling it. The only direction where the human craft is visibly present in the disclosure itself, turning a legal requirement into a brand statement.

Brands using this: THE ICONIC / Atoir: "All products are real, finished samples... this imagery is used to style the garments onto our model." Etsy premium jewellery: "You will receive a handmade piece exactly like this, crafted by expert artisans." HolyWeaves uses craft-as-truth framing above the buy box.
Strengths
  • Florist craft is the hero of the note
  • Pre-addresses return risk
  • Passes all 9-market legal thresholds
  • Translates cleanly to Arabic
  • CMS edit only, July 1 ready
Weaknesses
  • Slightly longer than the legal floor
  • Brand version needs legal sign-off
Tier 1: Extend "Disclaimer:" line in accordion (CMS, July 1 ready). Tier 2: Inline between image carousel and product name (dev sprint). Mirrors Atoir / THE ICONIC pattern: visible at the image-judgment moment.
Copy variants
ShortTightest brand read
This image was styled using AI. The flowers, sizes, and packaging are exactly as listed, assembled by our florists.
MediumCurated setting context, no variation note
This image was styled using AI to show how your arrangement looks in a curated setting. The flowers, packaging, and size are exactly as listed. Every arrangement is hand-assembled by our florists.
LongFull enabler narrative (recommended default)
This image was styled using AI to show how your arrangement looks in a curated setting. The flowers, vase, packaging, size, and colour palette are exactly as listed. Every arrangement is hand-assembled by our florists. Minor natural variation may occur.
The Styled Scene
Lead-in label signals context, not apology. Premium luxury marketplace register.
Brand feel 5/5 Legal 3/5 Craft framing 4/5 Clarity 4/5 Return risk 3/5 Speed 3/5
Context

The 1stDibs and Chairish pattern: "staged interior images are AI-generated for visual inspiration." Treats the AI image as contextual storytelling and points shoppers to the product contents list for authoritative detail. Works well here because AI images show the arrangement in a styled setting, not a raw product shot. The "Styled scene:" lead-in functions as a label rather than a disclaimer.

Brands using this: 1stDibs and Chairish use this verbatim across hundreds of PDPs. Wolf & Badger uses a variant in the same register.
Strengths
  • Premium register, proven at luxury tier
  • Short and scannable
  • No apology tone
Weaknesses
  • "Inspiration" may undersell accuracy
  • No florist or craft mention
  • Lighter legal coverage than D1
  • Label effect lost if placed in accordion
Best placement: Inline under image carousel, above price (Tier 2, dev sprint). Medium variant works in accordion (Tier 1) but the label effect is diminished.
Copy variants
ShortLabel only, maximum premium feel
Styled scene: AI-generated for visual inspiration. For exact contents, see the product list below.
MediumScene with variation note
Styled scene: this image is AI-generated for visual inspiration and may feature subtle variations in colour, bloom density, or setting details. The arrangement will match the listed size, style, and packaging. For exact contents, see the product list below.
LongFull context, closer to legal floor
Styled scene: this image is AI-generated to show your arrangement in a curated setting. It may feature subtle variations in colour, bloom density, or scene details. We guarantee the listed size, flower variety, colour palette, and packaging. For the exact contents of your order, see the product list below.
The Invisible Note
Minimum visible footprint. Present enough to satisfy legal. Minimal disruption to the purchase flow.
Brand feel 3/5 Legal 3/5 Craft framing 3/5 Clarity 3/5 Return risk 2/5 Speed 5/5
Context

A single low-prominence line: present enough to satisfy the legal threshold, invisible enough not to interrupt the customer journey. Satisfies the minimum legal bar but does nothing to build trust and nothing to pre-address returns. Also the direction most at risk as regulation tightens, particularly in EU/UK. The premium market trend is moving toward confident disclosure, not minimal concealment.

Brands using this: Mango uses "Images may have been created using AI assistance" embedded in standard product copy. Common in fast fashion. Rarely used at premium tier.
Strengths
  • Minimal brand disruption
  • Fast CMS implementation
  • Lowest purchase-flow friction
Weaknesses
  • Weakest legal coverage
  • No variation explanation, higher return risk
  • No craft framing
  • Gets weaker as regulation tightens
Placement: Extend "Disclaimer:" line in accordion. Confirm accordion mobile default before relying on it for legal compliance.
Copy variants
ShortSingle line
Images may have been created with AI assistance.
MediumMinimal with variation note
Some product images are AI-generated. Actual arrangement may vary slightly from the image shown.
LongMinimal with legal coverage appended
Some product images are AI-generated for visual reference. Actual arrangement may vary slightly due to flower availability and hand assembly. Size, colour palette, and packaging remain as listed.
The Brand Confidence Badge
Disclosure as a design element. "AI Styled" inline badge with tooltip expansion.
Brand feel 5/5 Legal 5/5 Craft framing 5/5 Clarity 4/5 Return risk 4/5 Speed 2/5
Context

Treats disclosure as a feature, not a footnote. A labeled badge ("AI Styled") sits inline under the image carousel, exactly where the customer is making their visual judgment. On tap or hover it expands to the full note. Signals transparency as a brand value. Creates a scalable design system element that applies consistently across all AI imagery on the site.

Brands using this: HolyWeaves uses a dedicated "This Product Uses AI Imagery" block with full explanation above the buy button. Atoir places disclosure inline below model info as a persistent visible element.
Strengths
  • Highest brand confidence signal
  • Inline: best legal coverage
  • Scalable design system element
  • Tooltip: full info without visual noise
  • Positions Floward as a transparency leader
Weaknesses
  • Dev sprint required; not July 1 standalone
  • Tooltip accessibility needs testing
  • Requires design team alignment
Placement: Inline badge under image carousel, above product name (Tier 2, dev sprint). Pair with D1 for July 1. D1 medium copy becomes the tooltip text. No rework between tiers.
Copy variants (badge label + tooltip text)
ShortBadge label only
Badge: AI Styled
MediumBadge with standard tooltip
Badge: AI Styled    Tooltip: This image was styled using AI to show your arrangement in a curated setting. Flowers, packaging, size, and colour palette are exactly as listed. Hand-assembled by our florists.
LongBadge with full disclosure tooltip
Badge: AI Styled    Tooltip: This image was styled using AI to show how your arrangement looks in a real setting. The flowers, vase, packaging, size, and colour palette are exactly as listed. Every arrangement is hand-assembled by our florists. Minor natural variation may occur due to seasonality. For exact order contents, see the product list below.
Side-by-side comparison
Direction Brand Legal Craft Clarity Returns Speed July 1
D0: Legal Floor 3/55/53/54/55/55/5 Yes
D1: Honest Craft Note 5/54/55/55/54/55/5 Yes
D2: Styled Scene 5/53/54/54/53/53/5 Partial
D3: Invisible Note 3/53/53/53/52/55/5 Yes (weakest)
D4: Brand Confidence Badge 5/55/55/54/54/52/5 No (dev needed)
Deployment approach
Tier 1CMS edit, July 1

Zero dev. Live before the deadline.

  • D1 long variant in "Disclaimer:" slot
  • Apply to all AI imagery SKUs before rollout
  • Arabic: D1 long translated, human QA'd
  • No dev or design team involvement
  • Legally sufficient per legal memo
Tier 2Dev sprint, Month 2

Inline badge. Best-in-class coverage.

  • D4 badge ("AI Styled") inline under carousel
  • D1 long copy as the tooltip text
  • Visible on mobile without interaction
  • Arabic and English inline, human QA'd
  • Owner: Product and Tech team

Why two tiers? July 1 is hard and a dev sprint cannot be guaranteed in time. Tier 1 satisfies the legal threshold using existing CMS infrastructure. Tier 2 moves to the ideal inline placement and introduces a badge design system. The Tier 1 copy becomes the Tier 2 tooltip. No rework between tiers.