Opportunities › Raw image management and digital asset browsing › Proposed app
Lightbox Shelf
Browse, cull and tag raw photo folders fast, without a catalog
- Score
- 44
- confidence 42
- Evidence
- 1
- items on the page
- Rivals
- 1
- named in sources
- First version
- 45 d
- estimate
- Type
- Mobile app
- PWA: installs on iPhone and Android
- Market since
- 2005
- Mature market · AI estimate
ScreensConcept
Mobile app: Photographers cull and tag raw photos in the field while working through shoots, checking full-size images and making quick culling decisions. Sample screens on a phone, in the proposed brand. Their numbers are sample data.
Lisbon Wedding
1,248
- RAW files1,182
- JPEG files66
- Rated 4+143
- Unrated871
- Folder size46.2 GB
About this appAI proposal
Lightbox Shelf is a quick browser for folders of raw photos and other creative files. Open a folder, scroll thumbnails, check a shot at full size, then rate, flag and tag it. Nothing is imported into a catalog and your files stay where they are.
It is made for photographers, asset managers and creative teams who want the core of a file browser like Adobe Bridge without a heavy install or a subscription. Ratings and tags are saved in sidecar files next to the originals, so other tools can still read them.
The free tier covers browsing, culling and tagging. A paid tier adds shared collections and client review links. This is a proposal; scope and pricing are a starting point to test.
- Tagline
- Your raw files, shelved and found in seconds.
- Voice
- PlainQuickCalm
- Why this name
- A lightbox is where photographers once sorted slides. A shelf suggests files kept in place, not moved into a catalog.
In the first version
Members say which features they would use. It tells PWAS what people want; it changes no score.
Folder-first browsing
Open any folder and see raw thumbnails right away. No import step, no catalog to build or repair.
No member yet
Fast culling
Step through shots with the keyboard. Rate, flag a pick or reject, and compare two frames side by side.
No member yet
Tags in sidecar files
Keywords and ratings are written next to each image, so your work is not locked into the app.
No member yet
Saved searches
Find files by rating, tag, camera, date or file type, and keep the search as a smart collection.
No member yet
Brand identityAI proposal
Check the name against trademark registers before using it.
Palette
#1F2A30Slate Ink · text#F5F2ECPaper · surface#1F6F6BDeveloper Teal · primary#E0902BAmber Safelight · accent#D9D5CBFog · borders and panels
Typography
Aa
Lightbox Shelf
ABCDEFGHIJKLMNOPQRSTUVWXYZ 0123456789
Your raw files, shelved and found in seconds.
PricingAI proposal
The material gives no competitor prices, only that Adobe Bridge is a commercial reference. These tiers are a starting point to test, not a market-based price.
Free
Free
- Browse and cull folders
- Ratings, flags and tags
- Sidecar files
- Offline use
Pro
$6 a month
- Saved searches
- Client review links
- Shared collections
- Batch rename and export
Would you pay Pro · $6 a month?
Your answer tells PWAS which prices people accept. It changes no score.
No answers yet.
What it could be worthEstimate
What a software business making this much sells for today, from real deals. Pick a monthly revenue.
If it makes
Worth about
$194,000
Sale range $132,000 to $263,000
$120,000 a year in revenue
From 87 software businesses listed and sold on Empire Flippers in the last year, revenue vetted by the broker: they sell for about 19× their monthly revenue, most between 13× and 26×.
Measured on profit, the middle deal is 32× monthly net profit: about 2.7 years of profit.
An estimate, not an offer or financial advice. A real price depends on profit, growth, churn, how much of the work is the owner's, and the buyer.
How it would growAI proposal
How the product would reach new customers through its own use, and how the first ones would be found. A plan to test, not a result.
- Built-in loop
- Shared outputs. Pro users send review links for picks to clients and collaborators. The page shows a small Lightbox Shelf mark and a link to try it.
- Do they become customers?
- Clients who open a link are mostly not photographers, so few may convert. Test whether some, such as editors and agencies, ask for their own account.
- First customers
- Freelance wedding and event photographers on Mac who shoot raw and send picks to clients.
- Where to reach them
- Hacker News and Show HN: Post the free tier to the audience that already engaged with this topic and gather requests.
- Photography forums: Share culling workflow guides in photographer communities and subreddits.
- First milestone
- Five paying Pro users among freelance photographers, and 100 weekly active free users.
Why people already pay for this
- VerifiedHacker News post received 74 points and 25 comments
Tech stack
Every proposal builds on the same PWA base, installable from the browser on any phone or computer. Dashed boxes are what this app adds.
- AppNext.js and TypeScript
- PWAManifest and service worker
- UITailwind CSS
- Data and authSupabase Postgres
- PaymentsStripe
- EmailResend
- HostingVercel
- This app · Local file accessFile System Access API with a fallbackLets the PWA read raw folders on a Mac without uploading them.
- This app · Raw previewsWebAssembly raw preview extractorRaw formats need embedded previews and metadata read quickly in the browser.
RisksAI inference
- PlatformBrowser folder access is uneven. Safari lacks the File System Access API, so Mac users may need Chromium browsers or a fallback.
- TechnicalDecoding many camera raw formats and large folders in the browser may be too slow compared with a native app.
- CommercialThe evidence is one forum post with 74 points. Willingness to pay for a Bridge alternative is unproven, and free tools exist.
- DataSidecar compatibility with other tools needs testing so tags and ratings are not lost or overwritten.
Everything marked AI proposal or AI inference was written by a model from the evidence on the opportunity page. The proposed name must be checked against trademark registers before it is used.