CatalogSnap · ExpoListr

Mobile-first offline photo-to-CSV tool that lets Shopify fashion store owners snap supplier catalog pages and instantly extracts structured product rows (title, price, variants, description) directly into their existing Google Sheet or Shopify CSV template.

Who pays

Fashion/street-luxe Shopify store owners who are already paying $33-109 USD per brand for ongoing manual CSV filling (recurring per new supplier drop).

The evidence

Recurring theme of paying humans for ongoing, repetitive supplier catalog data entry into Excel/CSV templates, explicitly because supplier sites block scraping. Grounded in paid freelance briefs on Freelancer.com.

Why now

Supplier portals increasingly block automation; rising Shopify catalog sizes and new collection drops make the manual workload grow weekly.

Smallest shippable thing

iOS app using on-device OCR + simple regex rules for common catalog layouts; exports clean CSV; 2-week scoped MVP with support for 5 common supplier layouts.

Competition & the wedge

No offline mobile-first photo harvester exists for this exact Shopify CSV workflow; PortalHarvester and similar prior ideas were landscaping-focused. Incumbents like Parseur or Make.com cannot do reliable offline phone photography of blocked supplier sites.

Best case against it

Market too small — only fashion/ecom owners with blocked supplier sites will pay, and most will eventually switch to suppliers that offer proper feeds or use cheap overseas VAs at $3-5/hr.

Why it survives that

The briefs prove validated, recurring spend ($33-109 per brand, multiple brands per month) on a painful, growing workflow that owners hate doing themselves and cannot automate with existing tools because sites explicitly block scraping; the mobile offline wedge creates strong habit and cannot be easily copied by web-only tools.

Cheapest test this week

Post in 3 'Shopify Store Owners' Facebook groups with a 30-second Loom demo of the photo-to-CSV flow and a $49/mo pre-order link targeted at owners who posted about catalog building in last 30 days; green-light if 4+ pre-orders within 5 days.

Dead-simple weekly web research tool that turns a list of 40+ trade shows into a clean, deduplicated Excel of every participating vendor with booth, contact, and website, pulling only from public directories and manual-allowed sources.

Who pays

B2B lead-generation or exhibition-focused agencies already spending $164-493 USD per project for ongoing vendor list building (repeatable every quarter ahead of major trade-show seasons).

The evidence

Explicit paid brief requiring manual research (no automated scraping allowed) across 40+ exhibitions to build vendor lead lists in Excel, because official sites block scrapers.

Why now

Trade show calendars are packed in 2025; manual research workload is exploding while lead quality from generic tools remains poor.

Smallest shippable thing

Web app where user pastes show names or URLs; backend queues human-friendly research tasks + lightweight browser automation that mimics manual navigation; exports polished Excel. Shippable in 3 weeks.

Competition & the wedge

No product does the exact "respects no-scrape rules + formats for immediate sales use" workflow. Incumbents like ZoomInfo or built-in exhibitor scrapers cross ethical/legal boundaries these buyers explicitly avoid.

Best case against it

This is a one-off research project market, not repeatable SaaS; buyers will treat it as a consulting gig and not subscribe.

Why it survives that

The brief explicitly asks for lists for 40+ exhibitions and similar briefs appear regularly; the repeatable quarterly nature before every major trade-show season makes it ongoing. The narrow focus on "manual-research compliant" lists creates defensibility that generic scrapers cannot claim.

Cheapest test this week

Email 12 people who posted recent exhibition research briefs on Freelancer.com and Upwork with a one-page PDF mockup of the output Excel + $79 one-time pricing; green-light if 3+ commit to buy within 7 days.

Lightweight external Table component for Bubble that adds native grouping, stable column widths, and zero distortion inside groups — drop-in replacement for the buggy native table and Repeating Groups without migrating away from Bubble.

Who pays

Bubble power users and agencies running production apps who are already paying Bubble's higher plans and are at risk of churning entirely; they pay in time lost and imminent migration costs.

The evidence

Multiple users reporting the new native Table element lacks grouping, distorts when placed in groups, and is unstable; several explicitly want to migrate away from Bubble or Repeating Groups because of it.

Why now

Bubble just shipped a flawed Table element that was supposed to solve RG problems but introduced new blockers; frustration peaked in recent Discourse threads.

Smallest shippable thing

Single JS plugin/component that wraps FullCalendar-style or ag-grid logic, exposes Bubble-compatible states/actions, and specifically fixes grouping + container distortion. Ship in under 3 weeks.

Competition & the wedge

Zeroqode plugins are being actively abandoned for the exact same stability issues. Bubble's own table is the incumbent but structurally will not prioritize obscure group-container fixes that only affect a vocal minority.

Best case against it

Bubble will eventually fix grouping and distortion themselves, killing the moat; or the entire Bubble ecosystem is shrinking so fast the market for plugins is dying.

Why it survives that

Bubble repeatedly ships half-baked core elements and then ignores niche but painful bugs for months (as seen in plugin migration stories). A stable, focused drop-in that requires zero backend change exploits exactly the "we don't want to fully migrate" pain that keeps thousands stuck.

Cheapest test this week

Reply to the 4 most recent Discourse threads complaining about the Table element (including the grouping one) with a private Loom of the working grouped table inside a group and a $29/mo beta link; green-light if 5+ paid signups in 4 days.