Print on Demand T-Shirt Design & Listing Generator
Pricing
from $320.00 / 1,000 trademark clearance screenings
Score print-on-demand niches, screen every brand and slogan against the US trademark registry, write copy validated against your platform’s own character limits, and generate print-ready transparent artwork. Supports Amazon Merch on Demand, Etsy, Redbubble and Zazzle.
🧩 Tier
_tier
Optional
Which stage produced this row: niche, clearance, listing or design. Filter on this to split the dataset.
🎯 Operation
_operation
Optional
The specific operation that produced the row.
🔢 Query
_query
Optional
The niche or phrase this row is about.
⏰ Fetched At
_fetchedAt
Optional
ISO-8601 timestamp when the row was produced.
✅ Status
status
Optional
success, partial or error. partial means some of the work landed — check errorMessage or designError.
⚠️ Error Message
errorMessage
Optional
Human-readable reason when the row is not a clean success.
🌍 Marketplace
marketplace
Optional
Storefront the row relates to.
🎯 Niche
keyword
Optional
Niche/listing/design rows: the niche this row is about.
📈 Demand Score
demandScore
Optional
0-100. How much buyer demand the live evidence supports.
⚔️ Competition Score
competitionScore
Optional
0-100. How hard the niche is to rank in — higher is harder.
💡 Opportunity Score
opportunityScore
Optional
0-100. Demand that is not already well served. The headline number.
🔢 Total Listings
resultCount
Optional
How many listings match the niche on the marketplace.
🔬 Listings Analysed
analysedCount
Optional
How many competitor listings were examined in detail.
⭐ Avg Reviews
avgReviewCount
Optional
Mean review count across the analysed listings.
📊 Median Reviews
medianReviewCount
Optional
Median review count — less skewed by one runaway bestseller.
🌟 Avg Rating
avgStarRating
Optional
Mean star rating across the analysed listings.
💵 Avg Price
avgPrice
Optional
Mean listed price across the analysed listings.
🏆 Best Sellers
bestSellerCount
Optional
How many analysed listings carry a best-seller flag.
✔️ Choice Badges
amazonChoiceCount
Optional
How many analysed listings carry a marketplace recommendation badge.
🥇 Top Competitors
topAsins
Optional
The leading competitor listings with price, rating, review count and URL.
🌱 Sub-niche Ideas
subNicheIdeas
Optional
Narrower angles to target instead of the broad niche.
🧠 Rationale
rationale
Optional
Why the niche scored the way it did, citing the actual numbers.
⚖️ Phrase
phrase
Optional
Clearance rows: the brand, title or slogan that was screened.
🌱 Phrase Origin
phraseOrigin
Optional
Where the phrase came from: designText (the wording that will be printed), slogan, discovered (mined from a video), subNiche, niche (one you supplied) or input (a phrase you supplied directly).
📋 Registry Availability
available
Optional
yes, no or unknown — the raw registry answer, before risk assessment.
🚦 Risk Level
riskLevel
Optional
clear, caution or blocked. Never a bare yes/no — blocked hard-stops downstream generation for that phrase.
💬 Risk Reason
riskReason
Optional
Plain-language explanation of the verdict.
👕 Apparel Conflict
apparelClassConflict
Optional
True when a live mark covers the apparel class — the case that most often ends a seller account.
🛑 Blocking Marks
blockingMarks
Optional
The actual conflicting trademarks: owner, serial number, registration number, status, classes and a link to the official record.
🔢 Live Marks
liveMarkCount
Optional
How many of the returned marks are currently live.
🟢 Available Classes
availableClasses
Optional
Nice classes in which the phrase appears free.
🔍 Conflicts Checked
conflictingMarksChecked
Optional
Whether the deeper conflicting-marks lookup ran.
🎚️ Threshold Used
riskThreshold
Optional
The risk threshold this verdict was computed under.
🏛️ Jurisdiction
jurisdiction
Optional
Which registry was screened.
🕐 Checked At
checkedAt
Optional
When the screening ran — trademark status changes over time.
📌 Disclaimer
disclaimer
Optional
Scope statement carried on every clearance row.
™️ Brand
brand
Optional
Listing rows: the suggested seller brand name.
📰 Listing Title
listingTitle
Optional
The product title, validated against the title character limit.
🔸 Bullet Points
bulletPoints
Optional
Feature bullets, each validated against the bullet character limit.
📝 Listing Description
listingDescription
Optional
The long-form product description, validated against the description limit.
🔢 Character Counts
charCounts
Optional
Actual character count of every generated field.
📏 Limits Applied
limitsApplied
Optional
The exact limits this row was validated against.
✅ Within Limits
validationPassed
Optional
Whether every field is inside its limit. Copy is only charged when this is true.
⚠️ Violations
validationViolations
Optional
Any field still outside its limit after repair.
🔧 Repair Passes
repairAttempts
Optional
How many rewrite passes were needed to fit the limits.
✂️ Truncated
deterministicTruncationApplied
Optional
Whether a final word-boundary trim was applied as the compliance guarantee.
💭 Concept
concept
Optional
The design concept the copy was written for, when there is one.
👕 Product Type
productType
Optional
Product the row was produced for.
🆔 Concept ID
conceptId
Optional
Design rows: stable id linking the design to its stored image files.
🖌️ Design Style
designStyle
Optional
Visual style used.
🎨 Design Prompt
designPrompt
Optional
The generation prompt, so a result can be reproduced or refined.
🚫 Negative Prompt
negativePrompt
Optional
What the design was steered away from.
💡 Concept Summary
conceptSummary
Optional
One-line summary of the visual idea.
🖨️ Print-ready File
printReadyImageUrl
Optional
Direct link to the full-resolution 300-DPI transparent PNG.
↔️ Width
canvasWidth
Optional
Pixel width of the delivered artwork.
↕️ Height
canvasHeight
Optional
Pixel height of the delivered artwork.
🔬 DPI
dpi
Optional
Print resolution declared in the file itself.
💾 File Size
fileSizeBytes
Optional
Size of the print-ready file in bytes.
🫥 Transparent
hasAlpha
Optional
Whether the file has genuine transparent pixels — an opaque file is rejected at upload.
📐 Transparent Ratio
transparentRatio
Optional
Share of the canvas that is fully transparent (0-1).
🎯 Within Safe Zone
withinSafeZone
Optional
Whether the artwork sits inside the printable safe area.
🔗 Pipeline Steps
pipelineSteps
Optional
Every stage of this row's work with its outcome and duration in milliseconds — shows exactly where a failed row stopped and where the time went. Present on all four tiers.
🔬 Design Research
designResearch
Optional
How this image was actually produced: the model that wrote the prompt, the style directive it was given, the image generator and its pinned version and parameters, the background strategy, the upscaler, where the canvas size came from, and per-stage timings.
⚠️ Design Error
designError
Optional
Why artwork generation failed or only partially completed.
🏪 Platform
platform
Optional
Which platform's published rules this row was produced and validated against.
🏪 Platform name
platformLabel
Optional
Human-readable name of that platform.
⚠️ Unenforced fields
unenforcedFields
Optional
Fields for which the selected platform publishes NO character limit, so none was enforced. Check these yourself before uploading — an absent limit is reported honestly rather than replaced with a guessed number.
📚 Limits source
limitsSource
Optional
Where the character limits on this row came from.
🖼️ Canvas preset
canvasPreset
Optional
The named print canvas the artwork was built for.
📐 Print geometry
printGeometry
Optional
How the artwork was placed: upscaled size, placed size, transparent padding, printed size in inches, and the native sampling density behind the declared DPI.
📏 Printed width (in)
printedWidthIn
Optional
Physical printed width of the artwork at the declared DPI.
📏 Printed height (in)
printedHeightIn
Optional
Physical printed height of the artwork at the declared DPI.
🔬 Native sampling DPI
nativeSamplingDpi
Optional
Resolution of the ORIGINAL generation measured over the printed area, before the upscaler. The delivered file is at the declared DPI; this says what detail is behind it.
🚦 Niche gate
nicheGate
Optional
Deterministic pass/fail on the platform’s own thresholds, computed from the live rows rather than asked of a model: how many listings clear the review floor (demand proof), how many of those are still winnable on review count and price, and the thresholds used.
🚦 Niche gate passed
nicheGatePasses
Optional
Whether the niche cleared the deterministic gate. null where the selected platform defines no gate.
🎯 Exact mark match
exactMarkMatch
Optional
True when a LIVE registered mark’s name is canonically IDENTICAL to the screened phrase. This blocks at every risk threshold.
🎯 Exact matched term
exactMarkMatchedTerm
Optional
The phrase that matched a live mark exactly.
🫧 Transparency mode
transparency
Optional
How the artwork got its transparent background: keyed (generated then cut out) or native (real alpha from the start, no cutting step).
🛡️ Copy IP Risk
copyRiskLevel
Optional
IP risk of the GENERATED copy: clear, caution or blocked. Distinct from the seed phrase's riskLevel — this screens the title, brand, bullets, description and tags the actor wrote.
📄 Copy IP Reason
copyRiskReason
Optional
Plain-language summary of what the copy screen found.
🚩 Copy IP Findings
copyFindings
Optional
Per-field hits: which field, which term, why it is risky, and a suggested replacement.
🔬 Copy Screened
copyScreened
Optional
Whether the copy screen completed. False means the verdict is UNVERIFIED, reported as caution rather than clear.
⚖️ Copy Screen Disclaimer
copyScreenDisclaimer
Optional
Scope of the copy screen. It is a recall check over generated text, not a registry search and not legal advice.
💡 Slogans
slogans
Optional
Slogan candidates for the niche. Each carries the emotion it targets and why it converts. Every one is screened against the trademark register before anything is built on it.
🔢 Slogan Count
sloganCount
Optional
How many slogans survived the word-count and duplicate rules.
🚫 Rejected Slogans
rejectedSlogans
Optional
Slogans the model returned that were dropped, with the reason — too many words, too long, duplicate or empty.
📏 Slogan Word Limit
sloganWordLimit
Optional
Maximum words allowed on a slogan, enforced in code rather than requested in the prompt.
🎯 Commercial Angle
designAngle
Optional
The commercial angle the artwork was drawn for — who it targets and why they buy more than one.
👕 Garment Colour
garmentColor
Optional
The garment colour the contrast rules were written for. 'any' means the art was drawn to work on both light and dark fabric.
✍️ Design Text
designText
Optional
The exact wording rendered onto the artwork.
🖼️ Art Output
artOutput
Optional
Which artwork path produced this row — AI-generated printReady, or textOnly rendered from a font file.
🔤 Font
fontFamily
Optional
The font the text was rendered in.
📎 Font Source
fontSource
Optional
Where the font came from — a curated Google family, or the custom URL supplied.
📐 Rendered Font Size
renderedFontSize
Optional
Point size chosen to fill the block without overflowing it.
📄 Rendered Lines
renderedLines
Optional
The text as broken across lines. Compare it to your input — it is reproduced exactly, never re-interpreted.
🚫 Rejected Sub-Niches
rejectedSubNicheIdeas
Optional
Sub-niche ideas dropped as unusable, with the reason. A print-on-demand niche names WHO buys the design; ideas naming a room or a product category are filtered out.
🔬 Sub-Niches Validated
subNicheIdeasValidated
Optional
Whether the sub-niche quality filter ran. False means it could not complete and every idea was kept unfiltered.
🩹 Design Finish
designFinish
Optional
The distressed finish applied, or 'clean' if none.
🔍 Finish Report
grungeReport
Optional
What the distressing actually did — effect mode, whether the art was detected as white, how many pixels it touched, and the seed that reproduces it.
📡 Source Channel
sourceHandle
Optional
The creator channel these niche ideas came from.
🏷️ Source Note
sourceNote
Optional
What that channel covers.
🆔 Channel ID
sourceChannelId
Optional
Resolved YouTube channel id.
🎬 Videos Analysed
videosAnalysed
Optional
How many recent videos actually yielded a transcript and were analysed.
📹 Videos
videos
Optional
The videos mined, with title, age, length and how many niches each surfaced.
💎 Discovered Niches
discoveredNiches
Optional
Actionable niches found, each already screened against the trademark register.
🚫 Rejected Niches
rejectedNiches
Optional
Extracted terms discarded as unusable, with the reason — typically a product category or a room rather than a buyer.
🔑 Key Points
keyPoints
Optional
The main takeaways from each video, with the video they came from.
🔬 Niches Validated
nichesValidated
Optional
Whether the quality filter ran. False means every extracted term was kept unfiltered.
🤖 Model
model
Optional
Language model used for extraction.
