In The Margin · A plug-in for Lightroom Classic, by the photographer behind this site

Every photo you’ve ever taken, finally searchable.

I built this for my own 125,000-photo catalog. It writes tidy, consistent keywords straight into Lightroom, so years of shoots become searchable.

Free trial covers 14 days or 200 photos, whichever comes first. No card needed.

How it works

Step 1

Select

Pick any photos in your Library: one shoot, one year, or the whole catalog.

Step 2

Choose a mode

Instant, Batch (half price) or Local (on your Mac, free).

Step 3

Search

Keywords land on each photo inside Lightroom, ready for smart collections and filters.

What it does

01

Writes straight into your catalog

No exporting, no sidecar files.

Catalog

02

Tidy keywords, not a pile of synonyms

One fixed vocabulary: never turtle, turtles and sea-turtle.

Vocabulary

03

Knows where you were

Uses GPS, or the nearest geotagged shot within six hours.

Location

04

Built for big catalogs

Skips finished photos, resumes after a stop, Batch at half price.

Scale

05

Leaves your words alone

Only ever adds keywords. Your captions stay put.

Safety

06

Checks itself across a shoot

Neighbouring frames fill missed tags and drop stray guesses.

Accuracy

Claude, from Anthropic (recommended)

From $0.13

per 1,000 photos, paid to Anthropic

Most accurate, even in low light and underwater Haiku (fast, cheap) or Sonnet (finer detail) Uses your own Anthropic account Batch mode at half price

A 20,000-photo catalog: about $2.60

Claude, from Anthropic (recommended)

From $0.13

per 1,000 photos, paid to Anthropic

Most accurate, even in low light and underwater Haiku (fast, cheap) or Sonnet (finer detail) Uses your own Anthropic account Batch mode at half price

A 20,000-photo catalog: about $2.60

Local AI on your Mac

Free

offline, through the free Osaurus app

Nothing leaves your Mac Free, through the Osaurus app Best in bright daylight; slower Apple Silicon; memory depends on the model

About 300 photos in half an hour

Local AI on your Mac

Free

offline, through the free Osaurus app

Nothing leaves your Mac Free, through the Osaurus app Best in bright daylight; slower Apple Silicon; memory depends on the model

About 300 photos in half an hour

Running cost

Keywording a whole catalog costs less than a coffee.

With Claude you pay Anthropic directly, and every run shows what it cost. Per 1,000 photos:

Haiku 5.5

About $0.26 instant · $0.13 batch

A 20,000-photo catalog: about $2.60

Default

Sonnet 5.5

About $4.70 instant · $2.30 batch

A 20,000-photo catalog: about $47

Most detailed

Local AI

Free

Free for any size of catalog

Offline

Haiku Batch measured on a real 291-photo run; the rest are estimates from Anthropic’s prices.

Proof

Tested on a real archive, not a demo.

276 of 284 frames tagged with the right national park, checked against my own hand-made tags. 0 given the wrong park. 8 left untagged: night shots and the drive out, the same ones I’d skipped myself.

One afternoon at the Grand Canyon

284 frames

Built and measured on my own 125,000-photo archive, from desert road trips to dives.

Pricing

Pay once. Keep it.

The Plug

$30

one-time, per person

Use it on up to 2 of your computers, Mac or PC All 1.x updates included Works offline after a one-time activation (the key is checked with the store once, then never again) 14-day money-back guarantee

One-time price, per person

Try every feature free for 14 days or 200 photos, whichever comes first. Then paste your licence key into the plug-in and carry on; your keywords stay put.

Install: unzip, then in Lightroom Classic choose File > Plug-in Manager > Add.

Requirements: Lightroom Classic 12+ on macOS 12+ or Windows 10 (64-bit)+; local AI needs an Apple Silicon Mac.

Questions

Do I need an Anthropic account?

Do my photos leave my computer?

Will it touch my existing keywords?

Does it work on Windows?

What happens when the trial ends?

What if I don't like it?

In The Margin is not affiliated with Adobe or Anthropic.