The -well tools · The Picture Org(anizer)
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Labelwell™

Caption Reader

Every caption, kept with its photo.

Grandma's note on the white border, or the slip tucked beside a photo on an album page, is often the only record of who, where and when. Labelwell reads that writing into each photo's caption, so the story travels with the picture instead of staying in a box.

21-day free trialWindows & Mac appLightroom Classic plug-inVersion 1.6.19

What Labelwell does

Labelwell reads the handwritten slip beside a print on an album page, the back of a print, and a caption written on a print's white border, and writes it into the photo's caption.

What it writes is a draft. Every photo it captions also gets a keyword, so you can find them all and check the spelling before you deliver. Everything is read on your computer, and nothing is sent anywhere unless you turn on online reading with your own API key.

It comes two ways, with one license for both: the Lightroom Classic plug-in, and a Windows & Mac app that needs no Lightroom and writes the caption into the photo files themselves.

Labelwell reading a handwritten caption on a print border into the photo’s caption

Labelwell in 77 seconds

On screen

The Windows & Mac app: the writing read from each print, ready for you to check and correct before it is saved as the caption.
The Windows & Mac app: the writing read from each print, ready for you to check and correct before it is saved as the caption.
The Lightroom Classic plug-in: Read captions on the selected photos, read on your own computer, with a check-and-correct step before anything is saved.
The Lightroom Classic plug-in: Read captions on the selected photos, read on your own computer, with a check-and-correct step before anything is saved.

Features

Labels, backs and borders

Album label slips, the backs of prints and captions on a print's border. On a print, only writing on plain light paper counts, not a shop sign in the picture.

Made to follow Squarewell

Run Squarewell on album pages first: its “Photo 2 note” copy gets the label's writing, and so does the print beside it.

Fronts followed by their backs

Scan each front and then its back, and the writing on each back goes on its front. A caption the back already has is copied as it is.

Check before it's saved

Each caption is shown beside its photo, 20 at a time, for you to fix any typo before anything is saved. Captions from notes and backs come out in title case, as in Grandma's Birthday at the Lake, however they were written.

Copy to nearby photos

Several photos often share one label. Copy a caption to the photos it belongs on in one step.

Into the file itself

The app writes the caption where Lightroom, Bridge, Photos and Windows show it, and reads each file back to check. The picture itself is never re-saved.

Keys and Stream Deck

Every action has a key: press ? to see them. A Stream Deck or other macro pad can run them too, including Labelwell's Lightroom commands. Ready-made buttons come with Labelwell, one profile for the app and one for Lightroom: press ? and click Add Stream Deck buttons. In Lightroom you can give Labelwell's commands your own keys: click Keyboard shortcuts in Lightroom. The same window can give a key to another plug-in's menu item, such as Negative Lab Pro, by its name.

How it works

In Lightroom Classic

  1. For album pages, run Squarewell first so each print and label has its own copy. Crop single prints with their border.
  2. Select the photos and choose Library (or File) > Plug-in Extras > Labelwell: Read captions… (or Labelwell: Read captions from photo backs…).
  3. Check and correct each caption, then save. Filter on “Check caption” later to review the drafts.

In the app

  1. Choose a folder or some photos, or paste a folder's path.
  2. Say what they are: each photo on its own, or fronts followed by backs. Click Read the captions.
  3. Correct any caption, untick any photo to leave it as it is, and click Save captions.

Step by step for every job: the Labelwell User Guide.

Requirements

Windows
Windows 10 or 11 (64-bit). Nothing else to install: Python and the image libraries come with it.
Mac
A Mac with Apple silicon (M1 or later) and macOS 13 or later. Intel Macs aren't supported.
Lightroom Classic
For the plug-in only. The app needs no Lightroom, just a current web browser (Edge, Chrome, Safari or Firefox).
Files
JPEG, TIFF, PNG, DNG, HEIC, WebP, PSD and camera raw files. Camera raw files get the caption in an .xmp sidecar beside them, as Lightroom makes.

Price and free trial

$29
One license · up to 2 computers · never expires
Try it first:
  • Every feature works free for 21 days on each computer, with no watermark and no account. After that, Labelwell keeps working for 7 more days with a reminder; then it stops reading new captions. Captions already saved stay as they are.
  • One license is for one person on up to 2 computers, covers both the app and the Lightroom Classic plug-in, and includes complimentary updates within the major version (a version 1 key works for every 1.x release).
  • Your key arrives by email. It is checked on your computer: no account or internet connection is needed to use Labelwell.
  • Moving to a new computer? Click “Remove license from this computer” on the old one and enter your key on the new one.
  • Also in The Well Tools Bundle: Squarewell™, Spoolwell™, Pivotwell™, Datewell™ and Labelwell™ on one license key for $149.

Windows may show “Windows protected your PC” the first time: click More info, then Run anyway. The Mac download is signed and checked by Apple: open it and double-click the Install app.

Lost your key? · License terms · Refund policy · Questions: info@thepictureorg.com

Questions

My antivirus or Windows blocked the download. Is it safe, and what do I do?

Labelwell is signed by The Picture Org LLC and is safe. Some antivirus programs (Norton, for example) flag any new download that few people have run yet, even a signed one, and the block goes away as more people install it. Windows SmartScreen (“Windows protected your PC”): click More info, then Run anyway. Norton: open Norton, go to Security > History, choose the entry for the download, and click Restore & exclude this file, then run it again. Microsoft Defender: open Windows Security > Virus & threat protection > Protection history, choose the entry, and click Actions > Allow on device. Other antivirus programs have a similar Restore or Allow choice in their quarantine or history. If you would rather not change a setting, email info@thepictureorg.com and we will send you a zip you can install by hand. We report every false alarm to the antivirus maker so it is cleared for everyone.

How well does it read handwriting?

Handwriting is hard for any computer. On our test labels Labelwell got about three words in four right. Block capitals read best; joined-up writing and faded pencil read worst. That's why every caption is a draft you can check and correct.

Is my writing sent over the internet?

No. Everything is read on your computer. Online reading is optional, uses your own API key, and sends only label slips and photo backs, never a print or the front of a photo.

Do I need an API key?

No. If you want one for the hardest handwriting, the User Guide has step-by-step instructions for Claude, OpenAI and Google Gemini. A chat subscription such as ChatGPT Plus or Claude Pro does not include an API key. The cost is on your own account, usually a few cents per thousand labels. A key you saved in Datewell or Sortwell works in Labelwell too.

Do I need Squarewell?

Only for album pages: Squarewell splits each page into one copy per print and per label, and Labelwell reads them. Single prints and photo backs need nothing else.

Will it overwrite captions I've written?

No. A photo that already has a caption keeps it unless you tick Replace captions already written. Edit > Undo takes back a run in Lightroom, and Undo this run in the app.

Is anything sent from my computer?

Only a check for a newer version when Labelwell opens, which fetches a small version list and sends nothing about your computer, your photos or your license key. You can turn it off. If something goes wrong, Create an error log can send a report to us, but only after you have seen exactly what it holds and clicked Send. Online reading, if you turn it on, sends only what is described above, with your own API key.

How do updates work?

Labelwell tells you when a new version is out. Install now downloads it, checks that it carries The Picture Org's signature, and installs it, putting everything back if anything goes wrong. Installing it in the app or in Lightroom updates both. Updates within the major version are complimentary.

Does it work with Lightroom (the cloud version)?

No. Adobe lets plug-ins run only in Lightroom Classic. If you use the Lightroom app, use the Labelwell app on your photo folders instead.

Does it run on an Intel Mac?

No. Labelwell needs a Mac with Apple silicon (M1 or later).

More answers in the Labelwell User Guide, or email info@thepictureorg.com.

What's new

Version 1.6.19 7 November 2026

  • New: choose your own keys for Labelwell’s Lightroom commands: click Keyboard shortcuts in Lightroom. They keep working however many plug-ins you add.
  • The Keyboard shortcuts window can also give a key to another plug-in’s menu item, such as Negative Lab Pro, by its name.
  • Lightroom’s Plug-in Manager shows Labelwell’s sections in the same order as our other apps, with Reading online after Check my setup and License last. The Updates message no longer runs off the edge.
  • Reading and saving captions for many photos at once is quicker in Lightroom.
Earlier versions

Version 1.6.18 4 November 2026

  • Labelwell’s commands are now also under File > Plug-in Extras, so you can find them in every module, and every one starts with Labelwell: (Labelwell: Read captions...).

Version 1.6.17 4 November 2026

  • Fixed: in Lightroom's Plug-in Manager, the service you choose for reading online (Claude, OpenAI or Google Gemini) is now saved, so Enter API key... works. Before, it said to choose a service first.
  • Captions read from notes and backs now come out in title case: each word starts with a capital, the rest lower case. Short words such as the, and, of and with stay lower case unless they come first or last.
  • Labelwell's Lightroom windows now have a Keyboard shortcuts button next to User Guide.
  • Setup on Windows uses the same names as our other apps for what it installs, and shows Labelwell's own icon. When you remove Labelwell you can also remove its settings, logs and undo records (left unticked).
  • The User Guide shortcut in the Start menu now has its own page icon, so it's easy to tell from the app.
  • Setup now reports a clear error code to package managers when Lightroom is open or the app can't be closed.

Version 1.6.16 1 November 2026

  • New: keys for every action (press ? to see them), and buttons for a Stream Deck or other macro pad. In Lightroom, a Stream Deck button can run Labelwell’s commands.
  • New: Stream Deck buttons come with Labelwell: press ? and click Add Stream Deck buttons. Two ready-made Stream Deck profiles: one for the apps, one for Lightroom.
  • Closing Labelwell or clicking the progress bar’s x while it is reading now asks first, so a slip doesn’t stop a long run; you can still close.
  • When only one photo is selected in a folder you chose, Read captions and Read backs ask whether you meant every photo in it.
  • The Read captions, Read backs and Copy caption windows have a User Guide button.
  • Create an error log can now send the report to The Picture Org for you; you see exactly what is sent first.
  • Fixed: on a Mac, the Enter key button in the Plug-in Manager’s License section is no longer cut off.

Version 1.6.15 27 October 2026

  • Reading online: an API key you saved in Datewell or Sortwell now works in Labelwell too, so you only paste it once.
  • Behind the scenes: reading online now uses the same code in every Picture Org app that reads online.

Version 1.6.14 27 October 2026

  • Version numbers now start with 1: this is the version after 0.9.13. Your license key and complimentary updates carry on as before.
  • The app now checks for a newer version every time it opens.
  • Installing an update from the app now updates the Lightroom plug-in too, and the other way round.
  • Moving the backs of photos into a Backs folder is now safer on network drives.

Version 0.9.13 26 October 2026

  • Fixed: on Windows, Setup and the uninstaller now close Labelwell when it is open, so they no longer stop on a file that is in use.

Version 0.9.12 25 October 2026

  • User Guide: rearranged so it starts with what Labelwell is and a quick start, then one section per job.
  • New: in Lightroom's Plug-in Manager, buttons open Labelwell's home page, the User Guide on our website (or the copy that comes with Labelwell when you're offline) and our other -well tools.
  • New: Other -well tools in the app's menu opens our Tools page.
  • Each finished job now says how long it took, in Lightroom and in the app.
  • Fixed: in Lightroom's Plug-in Manager, the Labelwell icon no longer runs past the edge of the box.

Version 0.9.10 25 October 2026

  • Faster: several photos are read at once, about 1.7 times as fast on a 4-core computer, with the same readings.
  • Faster start: the first photo is read sooner, in Lightroom and in the app.
  • In Lightroom, the plug-in now appears as “tpo: Labelwell™” so all The Picture Org plug-ins sit together.
  • New: the User Guide now walks you through getting an API key for reading online, step by step.
  • User Guide: the License, Updates and Help sections now match the other Picture Org apps.
  • When an update needs a fresh install, Install update now downloads the installer, checks it and starts it for you.

Version 0.9.9 24 October 2026

  • Fixed: on a Mac, a short line such as a date written on its own could be missed.

Version 0.9.8 24 October 2026

  • When you check captions, the back of each photo is shown larger and the front smaller, so the writing on the back is easier to read.
  • Fixed: the writing on a back could come out last line first.
  • Fixed: handwriting could come out as letters of another alphabet (it looked like Russian).
  • A word read as a jumble of capital and small letters now comes out in small letters, ready for you to correct.

Version 0.9.7 23 October 2026

  • Labelwell now shares its license, update and setup code with the other Picture Org apps.
  • Fixed: the reminder after an update now names Labelwell's own Read captions command.
  • On Windows, the app's shortcuts now show the new icon after an in-app update.

Version 0.9.6 23 October 2026

  • Fixed: if the reader could not start, Lightroom could wait forever; it now says what went wrong.
  • Small reliability and privacy fixes in the app and in saving your API key on a Mac.

Version 0.9.5 23 October 2026

  • Faster reading of album pages with several labels.
  • A new app icon.

Version 0.9.4 23 October 2026

  • Fixed: Enter API key... in the Plug-in Manager now opens the box to paste your key.
  • Fixed: on some Windows computers, Choose a folder and Choose photos in the app did nothing.
  • Steadier progress reporting on Windows while Labelwell reads.

Version 0.9.3 22 October 2026

  • New: the Labelwell app, which reads captions without Lightroom Classic and saves them into the photo files themselves. Check and correct every caption before it is saved, and undo a run later if you need to. Setup lets you install the Lightroom plug-in, the app, or both.
  • New: copy a caption to nearby photos. In Lightroom, Library > Plug-in Extras > Labelwell: Copy caption to selected photos; in the app, Copy to... under any caption.
  • New: read hard handwriting online with your own Claude, OpenAI or Google Gemini API key, only when your computer isn't sure. Only label slips and photo backs are sent, never the photos.
  • Labelwell now checks for updates and can install them from inside Lightroom (File > Plug-in Manager).
  • New: Check my setup in the Plug-in Manager, and Library > Plug-in Extras > Labelwell: Create an error log.

Version 0.9.2 22 October 2026

  • Writing that is sideways or upside down is now read too.
  • Label slip copies get the keyword "Labelwell > Label slip", so you can remove them when a project is done.
  • In Lightroom's Plug-in Manager, the License section is now last, just above Status, and it says thank you once a license is entered. The panel now shows the Labelwell™ icon beside its description.
  • The Windows Setup now shows the Labelwell picture.

Version 0.9.1 22 October 2026

  • New: Read captions from photo backs (Library > Plug-in Extras). Scan each print's front, then its back (or a note or scrap of paper that belongs to it), and Labelwell puts the writing from each back on its front. Backs get the keyword "Labelwell > Back of photo".
  • New: check and correct every caption before it is saved. Labelwell shows each photo with the caption it read; fix any typos, or clear a box to leave that photo as it is.
  • The Labelwell keywords are never included when you export photos, even if you made them yourself.

Version 0.9.0 22 October 2026

  • First release. Labelwell™ reads the writing on album label slips and on print borders into each photo's Caption in Lightroom Classic (Library > Plug-in Extras > Read captions...).
  • Every caption it writes is a draft, marked with the keyword "Labelwell > Check caption" so you can find, check and correct them in one place. Captions you have already written are kept unless you choose to replace them.
  • Works from Lightroom's crop: run Squarewell™ on album pages first, and the writing on each label also goes onto the print beside it. Single prints cropped by hand work too.
  • Reads on your own computer: Apple's built-in text reader on a Mac, RapidOCR on Windows. Your photos are not uploaded anywhere.
  • Windows Setup installs for your account without administrator permission; the Mac installer adds the plug-in to Lightroom Classic.
  • 21-day free trial, then a license key.

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