IndeedHarvester · AirtableFieldSync

Dead-simple daily Indeed job scraper that runs on a schedule, extracts title/company/description/salary/location for any keyword+location, and drops clean rows into the user's existing Google Sheet.

Who pays

Small recruitment agencies or solo recruiters (service businesses) who currently pay bookkeepers or VAs ~$30/hr or $54-109 per scrape run; the pain is urgent because they need fresh data daily/weekly to fill client mandates.

The evidence

Multiple paid freelance briefs where owners are paying humans $54-250 to manually scrape job listings or business data into Excel/Google Sheets on a repeatable basis ([1],[2],[4]). They list exact fields and pagination needs, showing the workflow is already documented and budgeted.

Why now

Google's scraping protections and Indeed's rate limits have made free tools unreliable; freelancers are tired of maintaining brittle Python scripts and want a set-and-forget SaaS that respects polite delays.

Smallest shippable thing

Web app where user inputs keyword + optional location + target Google Sheet URL; backend runs headless browser on a daily cron, appends only new listings, ships in under 3 weeks using Playwright + Sheet API.

Competition & the wedge

Bardeen and Magical do general automation but are too broad; incumbent job boards won't build an exporter that lets users leave their platform.

Best case against it

Market too small — only recruiters scrape Indeed, and many will just use the free Indeed API or existing tools like PhantomBuster.

Why it survives that

The paid briefs prove recruiters already hire humans at $50-250 per run for this exact repeatable workflow; they want reliability without maintaining code. PhantomBuster is noisy and expensive per run; a narrow, polite, Sheets-native tool has a clear wedge incumbents ignore because it cannibalizes their own job-board revenue.

Cheapest test this week

Post in 3 Facebook groups for Australian recruitment agencies offering a $49/mo 'Indeed-to-Sheets' service with mock screenshots and a Stripe pre-order link; green-light if 4+ owners pay the deposit within 5 days.

Mobile-first offline calendar + map view skin for Airtable that caches property inspection schedules and pins, works fully offline on iOS, and syncs changes back when online — built for weekend property hunters and villa turnover cleaners.

Who pays

Solo property investors or small STR/villa turnover cleaning companies who already pay for Airtable (or similar) but waste hours on desktop-only workflows or lose data on-site; urgency is lost inspections or cleaning jobs.

The evidence

Repeated Airtable iOS App Store reviews complaining about missing calendar view, no map+calendar combo, no offline support, and inability to use on-site without constant internet ([26],[43],[46]). Exact workflow: research on desktop, create weekend inspection schedule, need mobile map order view.

Why now

Airtable has repeatedly ignored mobile parity requests in their forums and reviews; offline-first mobile expectations have risen sharply post-COVID for field service.

Smallest shippable thing

React Native app that connects to one Airtable base via API key, syncs specific tables/views, provides offline cache of Calendar + Map cards using local SQLite; 3-week MVP focused only on read + simple status update.

Competition & the wedge

Airtable's own app is the incumbent but structurally refuses full offline + combined calendar+map because it would reduce desktop seat revenue and complicate their sync engine.

Best case against it

Buyers won't switch — they already use Airtable and will wait for the company to add the feature rather than pay for a third-party mobile skin.

Why it survives that

Reviews explicitly say the desktop experience is great but the app is 'unusable' or 'a real pity' with 'large demand on their forums and no engagement from the developers'. Service businesses need the mobile workflow now; Airtable's priorities lie with enterprise, not weekend inspectors or cleaners. The wedge (offline-first field view that doesn't require them to change their base schema) is something they structurally deprioritize.

Cheapest test this week

DM 12 owners of small STR cleaning companies (found via Google Maps 'vacation rental cleaning' in Sunshine Coast/Byron Bay) a 60-second Loom of the mockup + $39/mo link; green-light if 3+ pre-pay.

Offline-first mobile inspection + receipt camera for builders and auto-repair shops that reliably saves photos/notes even when offline, lets users sort transactions oldest-first, and auto-pushes to Xero without login/logout bugs.

Who pays

Trades (builders, auto repair shops, HVAC) already paying for Xero/FreshBooks (~$30-60/mo) plus overtime or bookkeeper time to reconcile on desktop because the mobile app burns hours.

The evidence

FreshBooks and Xero mobile app reviews detail exact failures: can't sort by ascending date for reconciliation, photos of receipts won't save, app won't open after updates, defaults to personal email, and forces desktop fallback wasting time ([29],[30],[31],[77],[79]). Builders explicitly mention 'tools and equipment' category gaps and receipt workflow.

Why now

Recent app updates made the problems worse ('new version is terrible', 'dreadful update', 'won't open'), driving users back to desktop and increasing frustration with rising subscription costs.

Smallest shippable thing

Light React Native wrapper app that uses device camera+local storage, enforces ascending date view for bank feed, attaches photos reliably, then syncs via Xero API when online. Ship in ~3 weeks focused on reconciliation + receipt capture only.

Competition & the wedge

Xero and FreshBooks own the accounting layer but treat mobile as an afterthought because their core revenue is desktop/web seats and they avoid deep offline complexity that could increase support load.

Best case against it

Already solved — Xero and FreshBooks exist, and users can just use the desktop site on a tablet.

Why it survives that

The reviews prove the official apps are so broken that users have given up and gone back to desktop ('waste of 30 minutes', 'I will stick with the computer', 'app won't even open'). The specific workflow moment ('can't put the dates in ascending order… scroll forever', 'wouldn't save photos of receipts') is narrow enough that the accounting incumbents won't prioritize it over enterprise features. A thin, reliable mobile skin with guaranteed offline capture has a moat via device permissions and local-first architecture they are structurally slow to adopt.

Cheapest test this week

Visit 10 local auto repair or building firms (via Google Maps in one suburb), show the 45-second demo video on an iPhone and ask for $29/mo commitment; green-light if 3+ sign up on the spot or via invoice.