Tag less. Cull faster. Ship the shoot.
Stock Keyworder writes titles, descriptions and ranked keywords with AI — then grades and culls the shoot around them. Import straight from an SD card, and send stars, colour labels and metadata to Lightroom, Bridge and Capture One. Built for stock contributors, and just as at home on a wedding, a match day or a property set.
AI keywording only. Fastest path to a clean CSV.
AI curator scores focus, noise, exposure & composition. Catches the rejects before the agency does.
Score, cluster, cull. Keep only your best frames.
Full pipeline. Quality checking and culling run after keywording.
Context-aware titles written from each image. Phrased to match how buyers search on Adobe Stock and Getty — without writing them by hand.

// BEFORE / AFTER


Each image gets 25–50 ranked keywords, exportable as CSV for Shutterstock, Adobe Stock, Getty, and Alamy. Edit and bulk-apply before export.
An AI curator scores every frame for focus, noise, exposure, composition, anatomy, text and face integrity — with written reasoning on every fail, so you can disagree and override.

A 5,000-frame stock batch, a 1,200-frame wedding, a 4,000-frame match day, a 300-frame property set — every frame scored, near-identical bursts grouped, one keeper suggested per cluster. Drag the scale and watch the review grid re-grade.








// Sample frames — stars & colour labels export straight to Lightroom, Bridge & Capture One
Titles, 25–50 ranked keywords and agency-shaped CSV for Shutterstock, Adobe Stock, Getty and Alamy — plus QC before you submit.
Blinks, soft frames and near-identical bursts grouped and graded so you deliver from a shortlist, not 3,000 frames.
High frame-rate bursts clustered by hash and capture time, with the peak-action keeper surfaced per sequence.
Brackets and repeat setups clustered, exposure and sharpness scored, keywords written for the catalogue.
One settings-driven grading standard across every shooter, with reversible rejects and reasons attached.
XMP sidecars, embedded JPEG/PNG/TIFF fields and an ExifTool script — read by Lightroom, Bridge, Capture One and more.
Pick the card or the shoot folder in your browser and the whole thing is scanned — subfolders optional, RAW+JPG pairs matched by filename, huge cards processed in managed chunks you can pause, stop, reconnect and resume.

Titles, descriptions, keywords, star ratings and colour labels are written into XMP sidecars — and embedded directly for JPEG, PNG and TIFF. Open the folder in Lightroom or Bridge and the shoot is already rated, labelled and tagged. The export zip ships an ExifTool script for macOS, Linux and Windows if you want it burned into the files.
One .xmp per frame — stars, colour label, title, description, keywords.
JPEG, PNG and TIFF get the fields written straight into the file.
Included in the export zip to push metadata into RAW originals.
Stars, colour label, title, description, keywords. Already catalogued? Metadata → Read Metadata from File.
Stars, colour label, title, description, keywords on folder open — no plugin.
Stars, label and keywords once "Prefer Sidecar XMP" is enabled in Preferences → Image → Metadata.
IPTC/XMP title, description, keywords and stars. Its colour classes use their own naming.
Stars, tags and colour label via darktable's own colorlabels field. Load sidecars before editing.
Stars, tags plus colour and pick labels written to digiKam's native fields.
Adobe Stock, Shutterstock, Getty/iStock, Alamy, Dreamstime, Pond5, 123RF, Pixta, Depositphotos, Canva.
Drop a batch. Route to Index, QC, or both. Files are converted to a 1280px preview on-device — originals never upload.
AI generates titles and keywords per asset. Editable, exportable, agency-ready.
Scores focus, noise, exposure, and composition. Clusters near-duplicates so you keep your best shots.
Searchable archive of processed assets, organized by batch or date.
Per-asset metadata refinement. Bulk-apply across selections.
Throughput funnel — uploaded, scored, kept, exported. Per platform.
Titles + keywords generated in one pass, tuned for stock agency taxonomies. Not a bolt-on plugin.
No desktop install, no Lightroom dependency. Open a tab, drop a batch.
Only a 1280px JPEG preview is uploaded for AI analysis. Your full-resolution originals — RAW included — never leave your device.
1 credit per AI action (keyword or cull). Upload, dedupe, and export are always free. Start free, scale on a monthly plan, top up anytime.
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Yes. The free tier covers a monthly batch with full AI keywording, AI titles, and CSV export to Shutterstock, Adobe Stock, Getty, and Alamy. Paid plans raise the monthly cap and add the AI Photo Culling module.
Stock Keyworder works as a free Shutterstock keyword tool on the starter tier — drop a batch and export Shutterstock-formatted CSV. The same export works for Adobe Stock, Getty, and Alamy.
Drag a batch of images into Stock Keyworder. Each photo gets a title and 25–50 ranked keywords, exportable as CSV for Shutterstock, Adobe Stock, Getty, and Alamy.
Stock Keyworder is built for stock contributors. Keywording is paired with photo culling in the same workflow, so submissions are pre-filtered before they reach an agency review.
Yes. The AI photo culling engine scores focus, noise, exposure, and composition, then clusters near-duplicates so you keep the best 3 angles per scene. A 5,000-image shoot is processed in minutes.
Stock Keyworder is built around stock keywording, but the same pipeline culls any high-volume shoot — weddings and events, sports and wildlife, real estate and product, and studio or agency batches. The grading scale, star mapping and colour labels are all yours to set.
Yes. Point the browser at the card or the shoot folder and the whole thing is scanned in place — subfolder scanning optional, RAW+JPG pairs matched by filename, large cards processed in managed chunks you can pause, stop, reconnect and resume.
Yes. Titles, descriptions, keywords, star ratings and colour labels are written into XMP sidecars, and embedded directly for JPEG, PNG and TIFF. Lightroom Classic, Adobe Bridge, Photo Mechanic, darktable and digiKam read them with no plugin (Capture One needs "Prefer Sidecar XMP" switched on), and the export zip includes an ExifTool script for RAW originals.
Yes — JPEG, PNG, HEIC, TIFF and common RAW (CR2, CR3, NEF, ARW, DNG, RAF, ORF, 3FR). For every file the embedded preview is extracted in the browser and downscaled to a 1280px JPEG; only that preview is uploaded for AI analysis. Originals stay on your device.
Only a 1280px JPEG preview (~150–300 KB) is uploaded — that's what the AI scores and keywords. Full-resolution originals (and any RAW) stay on your device. The vault stores the preview, the title, keywords and QC scores; originals are never received.
Stock Keyworder is credit-based — start free, then R149/month for casual contributors or R599/month for pros. No desktop install, no per-seat license, and keywording + culling are included in every plan.
Launch the studio, drop a batch, watch the queue clear.