Photo metadata

Overview

Metadata embedded in an image file travels with the file. Photo CMSs (Photo Mechanic, Lightroom, Capture One) and wire intake systems read a photo's caption, credit, and rights from its IPTC and XMP blocks — not from a separate document or the email it arrived in. If the caption, credit, alt text, and license are not inside the file, they are gone the moment the photo is downloaded, forwarded, or re-uploaded.

One exiftool pass writes the EXIF, IPTC, and XMP layers together and leaves every other tag (camera settings, shot time) untouched.

A capable model already knows the field names. The hard part is not the mechanics — it is the judgment below. Lead with that.

When to use

• Prepping press photos for a wire so partner newsrooms can search, credit, and republish them
• Adding required photographer attribution and a reuse license before publishing or sharing
• Batch-tagging a shoot (a folder of images)
• Making images accessible (embedded alt text) and rights-clear (copyright or Creative Commons)

When not to use: editing pixels (this is metadata only); writing alt text for an HTML <img> (use accessibility-compliance); preserving web pages as evidence (use web-archiving).

The discipline (what agents get wrong)

These are the failures a capable agent makes anyway. They matter more than any tag name.

1. Caption only what is visible. Describe what the frame shows, not what you were told. Do not infer events, intent, identities, relationships, or legal status you cannot see. "Demonstrators gather to protest a court ruling" is a claim about facts not in the frame; "A crowd holds signs outside a courthouse" is the photo.
2. Label people from visible evidence. Name an agency or role only from a visible marking — a labeled vest, a uniform, a badge, a patch. Otherwise write "officers in tactical gear," "a man in a blue shirt." Never assert someone's immigration or legal status (no "detainee," no "undocumented") unless it is unambiguous in the frame.
3. Always write alt text — it is not the caption. Write both: a short screen-reader description in XMP-iptcCore:AltTextAccessibility and the publishable caption in IPTC:Caption-Abstract. Agents routinely write the caption and skip the alt text.
4. Keep structured fields neutral. Editorial framing or a contested label belongs in Headline, never in City, Caption-Abstract, or the location fields. Partner newsrooms apply their own language; clean structured fields let them.
5. Verify the round-trip from source. Read the metadata back from the written file, not from your buffer. After any upload or transfer, re-read it from the destination — a 200 response proves the bytes were accepted, not that the metadata survived.

Quick reference — the fields that carry the weight

Full tag list, the IPTC-IIM byte limits, the Creative Commons field set, and the AP caption recipe: see reference.md.

One pass that writes all three layers

CAPTION="A crowd holds signs outside the Mercer County Courthouse, Friday, June 19, 2026, in Trenton, N.J. (Dana Rivera/Example News Collective)"
ALT="A crowd of people holding handmade signs stands on the steps of a stone courthouse."

exiftool -codedcharacterset=utf8 -overwrite_original \
  -EXIF:Artist="Dana Rivera" -XMP-dc:Creator="Dana Rivera" -IPTC:By-line="Dana Rivera" \
  -IPTC:Credit="Example News Collective" -XMP-photoshop:Credit="Dana Rivera / Example News Collective" \
  -IPTC:Caption-Abstract="$CAPTION" -XMP-dc:Description="$CAPTION" \
    -EXIF:ImageDescription="$CAPTION" -XMP-iptcCore:ExtDescrAccessibility="$CAPTION" \
  -XMP-iptcCore:AltTextAccessibility="$ALT" \
  -IPTC:Keywords="protest" -IPTC:Keywords+="Trenton" \
    -XMP-dc:Subject="protest" -XMP-dc:Subject+="Trenton" \
  -EXIF:Copyright="(c) 2026 Example News Collective. Licensed CC BY 4.0." \
    -IPTC:CopyrightNotice="(c) 2026 Example News Collective. CC BY 4.0." \
    -XMP-dc:Rights="(c) 2026 Example News Collective. Licensed CC BY 4.0." \
  -XMP-xmpRights:Marked=True \
    -XMP-xmpRights:WebStatement="https://creativecommons.org/licenses/by/4.0/" \
    -XMP-xmpRights:UsageTerms="Licensed CC BY 4.0. Credit: Dana Rivera / Example News Collective." \
    -XMP-cc:License="https://creativecommons.org/licenses/by/4.0/" \
    -XMP-cc:AttributionName="Dana Rivera / Example News Collective" \
  -IPTC:City="Trenton" -IPTC:Province-State="New Jersey" \
    -IPTC:Country-PrimaryLocationName="United States" -IPTC:Country-PrimaryLocationCode="USA" \
  "-IPTC:DateCreated<EXIF:DateTimeOriginal" "-IPTC:TimeCreated<EXIF:DateTimeOriginal" \
    "-XMP-photoshop:DateCreated<EXIF:DateTimeOriginal" \
  photo.jpg

Then verify from the file (the step agents skip):

exiftool -G1 -s -IPTC:By-line -IPTC:Caption-Abstract \
  -XMP-iptcCore:AltTextAccessibility -XMP-cc:License -IPTC:Keywords photo.jpg

Batch tagging a folder

For a shoot, drive exiftool from a manifest instead of one command per file. embed.py in this directory takes a folder plus a JSON manifest (constant credit and license fields, then per-image alt text, caption, and keywords), writes tagged copies, and reads each one back to confirm the metadata landed. Run python3 embed.py --help.

Common mistakes (from baseline testing)

Real-world impact

Embedded metadata is what lets a partner newsroom find a photo, credit it correctly, and republish it under a clear license without ever contacting the photographer. Strip it, and the same photo is an orphaned file.