Privacy-first bank aggregator that writes to a local file, no credential sharing
A desktop tool for people managing multiple bank/card accounts that pulls transactions into one local file or spreadsheet without handing over banking logins.
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Supporting evidence4
Users explicitly describe manually piecing together statements from five different banks each month into spreadsheets, indicating a real recurring workflow pain.
A separate signal frames the same need as wanting an easy, free, local aggregation file rather than a cloud service, suggesting privacy/local-storage is a specific unmet requirement.
A Product Hunt launch pitching 'no bank logins' net worth tracking got signal traction, showing the credential-free angle resonates as a distinct pitch.
Existing open-source tools (GnuCash, Actual Budget) and aggregation APIs (SimpleFIN, teller.io) validate that the pieces (ledger apps, bank-data APIs) already exist and could be composed rather than built from scratch.
Falsifying evidence4
None of the four incumbent products show verified revenue, which is weak evidence that users will pay for this rather than use free/open-source tools indefinitely.
The cluster has only 3 signals with 0 in the last 30 days, too thin to confirm this is a sustained, growing pain rather than a handful of one-off complaints.
GnuCash, Actual Budget, SimpleFIN and teller.io already occupy this exact workflow and are named as the reference products for these signals, meaning the gap may be UX polish rather than a missing category.
Bank-data aggregation APIs (SimpleFIN, teller.io) still require paid access and bank-side integration, so the 'free, no-login' promise is hard to deliver at scale without recurring API costs eating into any margin.
Most likely cause of death
The founder builds a polished local-file aggregator, discovers that the actual data-pulling still depends on paid aggregation APIs (SimpleFIN/teller.io) or fragile bank scraping, and that the target users who want 'no bank logins' are the same users unwilling to pay a subscription that covers those API costs — leaving a product wedged between free open-source tools (GnuCash, Actual Budget) with no revenue model and API-dependent competitors with none either. Defensibility would require either a genuinely free/open data-access path or a paying segment (e.g. power users with 10+ accounts) whose willingness to pay is not yet evidenced anywhere in the cluster.
Demand ladder
A complaint is not a customer. Weighted ×1 / ×3 / ×8 / ×15.
Counted from clustered complaint signals. No candidate-relative commercial check was applied, so no revenue is attributed to this idea.
Verified revenue: not established for this idea. No record ties a revenue figure to a product selling what this would sell.
Momentum
Is this problem getting louder or quieter?
Saturation
How many people are already on it. Most sites hide this.
Problem evidence
Who feels this, how often, and why what they use today does not fix it.
- Who feels it
- Self-directed personal-finance people who keep their own books — plaintext accounting / GnuCash / Actual Budget / spreadsheet users — with 3-10 bank and card accounts, who refuse to hand banking credentials to an aggregator or a budgeting app. Skews technical, privacy-motivated, often multi-currency.
- How often
- Monthly for the manual-consolidation ritual (statement download, clean, paste), with a smaller weekly annoyance for people who reconcile more often. Evidence for frequency is one user statement plus vendor copy; no diary-level data in this block.
- Why current fixes fail
- The break is at the data-acquisition step, not the file format. A GnuCash or Actual Budget user already has a perfectly good local ledger; what they do not have is an automatic, free, credential-free way to fill it. Their choices at the start of each month are: (a) log into 3-10 bank portals, download CSV/OFX, fix inconsistent column names, date formats and sign conventions, then import — 30-90 minutes of clerical work with no fun in it; (b) give a bank login or Plaid-style OAuth to a hosted app, which is the exact thing this segment refuses; or (c) pay for SimpleFIN or teller.io access and wire it up themselves, which reintroduces a recurring cost and third-party bank connection. So any 'no credential sharing' product must either build fragile per-bank scraping, or resell a paid aggregation API — in which case the privacy promise is partly rhetorical and the cost floor is not zero.
Only one of the five signals is a user complaining in their own voice; the other four are ProductHunt launch descriptions, i.e. vendor copy asserting the pain rather than users reporting it.
At least one user names the absence of an easy, free, automatic path from all accounts into a single local file as their biggest pain point with personal accounting systems.
The stated status quo is manual monthly consolidation of about five bank and card statements by hand in a spreadsheet — but this is stated by a vendor positioning against it, not by a user.
Refusal to share banking logins is already used as the primary positioning wedge by at least two shipped products, which means the objection is real enough to sell against but also already addressed in market.
A parallel version of the pain exists for users whose banks have no aggregation API at all, where the only automatic feed is parsing bank SMS alerts.
CSV export-and-clean friction is a distinct, separately-pitched sub-problem from account aggregation — one product sells only 'bank data into Google Sheets, no CSV juggling'.
No signal, product record or tool mention in this block shows anyone paying for a privacy-first local aggregator; there are zero recorded products with verified revenue in the space.
The 'free, no-login' promise has a hard cost floor: the named data paths (SimpleFIN, teller.io) are paid, bank-integration-dependent services, so recurring API cost sits under every unit sold.
Who buys it
The person who feels the pain and the person who signs are rarely the same.
- User
- A technical individual keeping personal books in a local file (GnuCash, Actual Budget, beancount/ledger, or a Google Sheet), with 3-10 accounts and an explicit objection to credential sharing.
- Buyer
- The same person. This is B2C with no separation between user and payer, which removes the usual B2B advantage of someone else's budget covering the cost.
- Pain owner
- The individual doing the monthly consolidation. Nobody else is inconvenienced by it, so nobody else will fund the fix.
- Budget source
- Personal discretionary software spend — the same wallet that pays for Fastmail, 1Password, an Obsidian licence. Realistically $3-15/month competing against a free alternative the buyer already runs.
- Urgency
- Low. The workaround is a 30-90 minute monthly chore the buyer has already absorbed for years, and their existing tool (GnuCash / Actual Budget / Sheets) keeps working. There is no deadline, no compliance trigger and no cost of inaction.
- Already spending on
- SimpleFIN (paid bank-data bridge, named by users)teller.io (paid bank API, named by users)Google Sheets (free tier for most consumers)GnuCash (free, open source)Actual Budget (open source; hosted option exists)Quantive (named in the block; nature and price not recorded here)
Product concept and MVP
Two versions: the one you deliver by hand first, and the one you build.
A desktop app that fills a local ledger file from multiple bank/card accounts without the user handing a banking password to a hosted service: bring-your-own SimpleFIN/teller token or direct OFX, normalise everything to one schema, write out to GnuCash, beancount/ledger, CSV or a Google Sheet. The product is the normalisation and scheduling layer, not the bank connection.
Concierge version
No software. Ten users, done by hand. This is how you find out you are wrong for the price of a weekend.
Fully fakeable, and this is the right first move. Recruit 10 people from r/plaintextaccounting and the Actual Budget community. Each month they either forward their downloaded CSV/OFX exports or hand over a read-only SimpleFIN access token they created themselves. The founder normalises by hand in a spreadsheet plus a throwaway Python script, produces a single clean file in their chosen format (GnuCash import, beancount, or a Sheet), and emails it back within 24 hours. Charge $20/month from user three onward, invoiced manually. Two things get tested that no landing page can test: whether privacy-motivated users will part with even a read-only token, and whether people who chose free software will pay anything for the ingestion step.
Vibe-coded version
What a build platform can scaffold, and what you write yourself.
Electron or Tauri desktop app. Screens: add source (paste SimpleFIN token / upload OFX-QFX-CSV), map columns once per source, preview normalised transactions, write to file (CSV, beancount, GnuCash-importable OFX, or Google Sheet via user's own OAuth). Dedupe on amount+date+description hash. Local SQLite cache, no server the founder operates, no telemetry. One month of work for a competent builder.
Must have
- Bring-your-own credential model: user pastes their own SimpleFIN/teller token; founder never sees or stores bank credentials
- Per-source column/format mapping that survives a bank changing its export layout
- Deterministic dedupe across re-imports of overlapping date ranges
- Write-out to at least three targets: CSV, beancount/ledger text, Google Sheet
- Everything on-device, verifiably — no outbound network calls except to the user's own configured data source
Nice to have
- Scheduled background refresh
- Multi-currency normalisation with rate history (S-3366 hints at demand)
- GnuCash direct file write rather than import file
- Rule-based categorisation the user authors themselves
Not yet
- Budgeting, envelopes or goals — that is Actual Budget's ground and rebuilding it burns two months for no differentiation
- Own bank scraping / screen automation: unbounded maintenance cost per bank, and the exact failure mode named in the death hypothesis
- Hosted sync or mobile companion app — contradicts the local-only promise that is the entire wedge
- ML auto-categorisation
- Investment/brokerage account support
- A double-entry engine of its own
- Integrations
- SimpleFIN Bridge (user-supplied token) · teller.io (user-supplied key) · OFX/QFX/QIF/CSV file import · beancount / ledger / hledger text output · GnuCash import file output · Google Sheets via the user's own OAuth
- Build difficulty
- 3/5 — The app itself is easy. The difficulty is entirely in the long tail of per-bank export quirks and in dedupe correctness — users doing their own books will notice a single duplicated or dropped transaction and will not forgive it. Budget most of the time on ingestion edge cases, not UI.
Competitors and alternatives
Including the free workaround people use today, which is usually the real competitor.
Direct
- Actual Budget (open source, local-first, has bank-sync add-ons)
- GnuCash (open source, local file, manual/OFX import)
- The four ProductHunt products behind S-3154, S-3366, S-4683 and S-5500 — all shipped, all positioned on 'no bank logins' or 'no CSV juggling'; product names…
Indirect
- SimpleFIN (paid data bridge users can wire up themselves)
- teller.io (paid bank API)
- Quantive (named by users; category and pricing not recorded in this block)
- Google Sheets with hand-built import formulas
Workarounds
- Log into each bank portal monthly, download CSV/OFX, hand-merge in a spreadsheet — explicitly described as the status quo for five accounts (S-3154)
- Google Sheets as the ledger of record with manual paste and cleanup (S-4683)
- Manual keying of each transaction into a budget app (S-5500)
- A personal Python/AppleScript scraper or a one-off SimpleFIN script the user maintains themselves — the implied alternative behind S-376
- Simply accepting stale data and reconciling once a quarter
| Product | Customer | Pricing | Strengths | Weaknesses | Gap |
|---|---|---|---|---|---|
| GnuCash | Self-directed bookkeepers wanting a local double-entry file | Free, open source (no pricing data in this block) | Mature, fully local, trusted by exactly this privacy-motivated segment, named by the user in S-376 | No automatic multi-account ingestion — the gap S-376 is complaining about; import UX is dated | Be the ingestion front-end that feeds GnuCash instead of competing with its ledger |
| Actual Budget | Local-first budgeters who left YNAB | Free/open source; hosting cost if self-hosted (no pricing data in this block) | Active project, local-first, bank-sync add-ons exist, brand credibility with the same audience | Sync still leans on third-party aggregation; budgeting-centric rather than file-output-centric | Multi-target output (beancount, Sheets, CSV) for people who do not want a budgeting app at all |
| SimpleFIN | Technical users and app developers needing bank data without Plaid-style credential capture | Paid access (X-351); exact price not recorded in this block | Already the accepted 'privacy-respecting' data path in this community; solves the hard part | Raw data, no normalisation, no file writing, per-user setup effort | Nothing to build against — build on top of it and accept it as a dependency and a cost floor |
| teller.io | Developers building on bank data | Paid API (X-351); exact price not recorded in this block | Developer-grade API | Developer product, not a consumer tool; cost per connected account | Same as SimpleFIN: dependency, not competitor |
| Google Sheets | Everyone doing this by hand today | Free for consumers | Zero cost, zero learning curve, already holds the user's history, infinitely flexible | Manual paste and cleanup every month | Write into the sheet the user already has rather than asking them to abandon it — this is the least-resistance wedge (S-4683) |
| Quantive | Unknown — named once in the tool mentions with no context in this block | Not recorded in this block | Unknown | Unknown | Must be researched in week one before any build decision |
The product-records list is empty, which is missing data, not an empty field: four of the five signals ARE competitor launch copy, so at least four shipped products occupy this positioning right now and their names simply were not captured. Combined with GnuCash, Actual Budget, SimpleFIN and teller.io, the workflow is crowded at the free/open end and dependent on paid APIs at the data end, with zero verified revenue anywhere (X-349). The honest read: this is a features-gap in ingestion UX, not an open category, and the defensible position is to be the boring normalisation layer that feeds tools users already love — priced as a small utility, not a subscription platform.
Pricing model
modelledA proposal, not an observation. Benchmarks come from the data; the ladder is ours.
One-time desktop licence with paid major-version upgrades, plus bring-your-own data credential so the founder carries no per-user API cost. A one-time licence matches how this audience buys utilities and avoids selling a subscription against free open-source alternatives. A small subscription tier exists only for the optional Sheets/scheduled-refresh convenience layer.
Licence
$39 one-time, includes 1 year of updates
Individual with 3-10 accounts who already has SimpleFIN/teller or exports CSVs
Licence + Sheets
$6/month
Users whose ledger of record is a Google Sheet and who want scheduled refresh
Household
$69 one-time, 3 devices
Couples reconciling joint plus individual accounts
What the space charges
| GnuCash | $0 | The reference price in the buyer's head; named by the S-376 user |
| Actual Budget | $0 self-hosted | Free local-first alternative already in this audience's hands |
| SimpleFIN | Paid; amount not recorded in this block | Sets the cost floor for any automatic data path (X-351) |
| teller.io | Paid; amount not recorded in this block | Same cost-floor role |
Confidence in this pricing: low
Revenue scenarios
modelledArithmetic on the assumptions listed underneath. Change an assumption and the number changes.
| Case | Customers | ARPA / mo | MRR | ARR |
|---|---|---|---|---|
| base | 120 | $3.25 | $390 | $4,680 |
| upside | 600 | $3.5 | $2,100 | $25,200 |
| aggressive | 2,500 | $4 | $10,000 | $30,000 |
Assumptions behind these numbers
Disagree with one of these and the table above is wrong. That is the point of listing them.
- ARPA is a monthly-equivalent figure, not a subscription price: a $39 one-time licence amortised over 12 months is $3.25/month. Mixing in some $6/month Sheets subscribers lifts the blended figure to $3.50-4.00.
- Base case: 12 months post-launch, 120 paying licences. Derived from a single distribution assumption — one HN Show HN plus posts in 3-4 niche communities reaching roughly 12,000 relevant readers, at a 1% paid conversion.
- Aggressive case ARR is stated as 12 x MRR, but a one-time-licence business does not compound that way: 2,500 licences at $39 is $97,500 of one-time revenue spread over the acquisition period, and the $30k figure only holds if new-customer volume repeats every year.
- Founder carries zero per-user aggregation API cost because users supply their own SimpleFIN/teller credential. If the product ever bundles API access, gross margin drops by whatever SimpleFIN/teller charge per connected account (X-351), a number not recorded in this block and one that must be…
- Refund and churn assumed at 10% of licences in base case; churn on the $6/month tier assumed 5%/month, typical for low-price consumer utilities but not measured here.
- No paid acquisition modelled. Consumer CAC at a $39 price point is very unlikely to clear, so all cases assume organic community distribution only.
Market size
modelledReachable customers, not a top-down industry figure.
- Target customers
- English-speaking self-hosted/plaintext-accounting and local-first finance users with 3+ accounts and an explicit credential-sharing objection. No population figure for this segment appears in this block. Observable proxies to size in week one: r/plaintextaccounting subscribers, Actual Budget GitHub stars and Discord members, GnuCash download counts, SimpleFIN user count if published.
- Spend per year
- $0-40/year per person on tooling for this specific step, inferred from the fact that the two most-named alternatives (GnuCash, Actual Budget) are free and the paid items named (SimpleFIN, teller.io) are infrastructure the user buys to avoid buying an app. No spend figure is recorded in this block.
- Reachability
- Good and cheap, but narrow. The exact places these signals came from — HackerNews, ProductHunt — plus r/plaintextaccounting, r/gnucash, r/ActualBudget, the beancount mailing list and self-hosted forums. Reaching the first few thousand costs nothing but posting privilege; there is no second, larger channel behind them.
- Obtainable in 3 years
- $25k-60k/year of revenue as a solo side product, on the base-to-upside path above. This block contains nothing supporting a larger outcome: zero verified revenue among incumbents (X-349), a free-alternative-anchored price point, and a segment defined by its unwillingness to pay for hosted convenience. It should be evaluated as a possible small profitable utility, not as a venture-scale business.
- Comparable
- No comparable with verified revenue exists in this block — the products list is empty and none of the four incumbents show revenue (X-349). Any comparison to a funded fintech would be invented, so none is offered.
Go to market
Named places, not channel categories. These signals came from somewhere.
First 10 customers
- Reply directly to the HackerNews comment behind S-376 and to the thread it sits in; offer to do the consolidation by hand for free this month
- Post a 'I'll normalise your bank exports into beancount/GnuCash by hand for 10 people' offer in r/plaintextaccounting
- Same offer in the Actual Budget Discord/community and r/ActualBudget, framed as 'no Plaid, no logins'
- r/gnucash and the GnuCash user mailing list, targeted at the import-pain threads
- beancount / ledger-cli Google Group and GitHub discussions
- Search and reply on: 'SimpleFIN alternative', 'Actual Budget bank sync without Plaid', 'export bank transactions to beancount', 'aggregate bank transactions locally no login', 'GnuCash automatic import OFX multiple banks'
First 100
- Show HN of the desktop app, with the on-device / no-server claim demonstrable (packet capture screenshot)
- Write the one piece of content this audience shares: a documented comparison of every credential-free way to get bank data into a local file, including costs, with the tool mentioned at the end
- Ship and maintain a GnuCash-importable and beancount-native output format, then get listed in those projects' community tool/wiki pages
- ProductHunt launch, accepting that ProductHunt traffic in this space converts to installs more than to purchases
Scalable channels
- SEO on the long tail of '<bank name> transactions to CSV/beancount/GnuCash' queries — the only channel here with compounding volume
- Being the default recommended importer inside open-source personal-finance communities
- None involving paid acquisition: a $39 one-time price cannot fund CAC in consumer
What will not work
- The founder is assumed to have no audience; every channel above depends on posting into communities that punish promotion, so the first ten must be earned by doing free manual work
- Show HN is one shot; if it lands before dedupe is reliable, the strongest channel is spent
- The four ProductHunt incumbents may already own the search terms and the community recommendations
- Privacy-motivated audiences are the least likely to accept any analytics, making conversion diagnosis nearly impossible
Roadmap
Each version ships something a user can use. No infrastructure-only phases.
- Recruit 10 users from the named communities
- Manually normalise their exports/tokens into their chosen file format monthly
- Invoice $20/month from user three onward
- Log per-user: number of accounts, minutes spent, whether they handed over a read-only token, whether they paid
- Desktop app with BYO SimpleFIN/teller token and OFX/QFX/CSV import
- Per-source mapping with saved profiles
- Deterministic dedupe with a visible conflict review screen
- Output to CSV, beancount/ledger and GnuCash-importable file
- No-network-except-your-source guarantee, demonstrated in the README
- Google Sheets write-through using the user's own OAuth
- Scheduled refresh
- Paid licence and upgrade flow
- Multi-currency normalisation with stored rate history
- User-authored categorisation rules
- Long-tail bank export format library contributed by users
Pivot paths
Where this goes if the first version does not land — and the number that says it did not.
Sell to bookkeepers and small accounting practices instead of individuals
Converts a personal annoyance into billable-hour savings and moves payment out of a personal wallet. The consolidation work is identical; the buyer has a budget and a rate card. Nothing in this block evidences that buyer, so it must be interviewed before it is built.
Bank-SMS-alert ingestion for markets without aggregation APIs
S-5500 shows someone shipping SMS-alert parsing into a budget. In markets where SimpleFIN/teller have no bank coverage, SMS is the only free automatic feed, which removes the API cost floor that X-351 identifies as this idea's core economic problem. Different platform (mobile) and different geography, so treat as a separate product.
Open-source the app, sell the maintained bank-format library as a subscription
This audience will not pay for software but sometimes pays for maintenance of a fragile dependency. Fits the free-alternative price anchor set by GnuCash and Actual Budget.
Drop aggregation; sell only the export-cleanup step into Google Sheets
S-4683 shows the CSV-juggling sub-problem is pitched on its own. Smaller scope, no API dependency, no privacy claim to defend, testable in two weeks.
Pivot trigger
By day 60: if fewer than 4 of the 10 concierge users have paid at least one $20 invoice, or if fewer than 3 of 10 were willing to supply a read-only SimpleFIN/teller token, stop building the consumer desktop app and spend week 10 running 8 bookkeeper interviews on the practice-facing pivot instead.
Risks and kill criteria
The thresholds at which the honest move is to stop. Written before you are attached to it.
Kill criteria
If one of these is true, stop. The value of writing them now is that you will not want to later.
- By day 14: if fewer than 12 of 25 people contacted in r/plaintextaccounting, r/ActualBudget, r/gnucash and the HN thread say they spent more than 20 minutes on this task in the last month, stop.
- By day 21: if fewer than 5 of 20 interviewees have built or tried to build their own solution (script, SimpleFIN wiring, Sheets formula) in the last 90 days, stop — the pain is discussed, not acted on.
- By day 30: if fewer than 3 of the first 10 concierge users accept a $20/month invoice, stop and do not write the app.
- By day 45: if 3 or more of the four ProductHunt products behind S-3154, S-3366, S-4683 and S-5500 turn out to already ship BYO-credential local-file output, stop — the category is filled.
- By day 60: if fewer than 3 of 10 privacy-motivated users are willing to supply their own read-only SimpleFIN/teller token, the technical premise fails and the product cannot deliver automation at all — stop.
- By day 120 post-launch: if paid licences are under 25 after a Show HN plus posts in four named communities, treat the ceiling as confirmed and shut it down rather than iterating.
Validation plan
Seven days that cost nothing but time and can kill the idea before you build.
The next 7 days
- Day 1Identify the four ProductHunt products behind S-3154, S-3366, S-4683 and S-5500 and find out what Quantive is. Sign up for free tiers. Write a one-page table of what each actually does about credentials, data source and output file.
- Day 2Read the HN thread behind S-376 end to end and every comment on the four ProductHunt launches. Extract verbatim objections and quotes into a list. Reply to the S-376 commenter asking what they do today and what they pay for.
- Day 3Get exact current pricing and bank coverage for SimpleFIN and teller.io. Compute the per-user monthly cost floor for 5 connected accounts. If that floor exceeds $3/user/month, the one-time-licence model only works with BYO credentials and that becomes non-negotiable.
- Day 4Post one honest question (not a pitch) in r/plaintextaccounting and r/ActualBudget: 'How do you get transactions from multiple banks into your ledger, and how long did it take last month?' Count replies and log the workaround each person names.
- Day 5Book and run 6 x 20-minute calls from day-4 respondents. Ask the interview questions below. Record minutes spent, number of accounts, and any money already paid.
- Day 6Make the concierge offer explicitly to those 6 plus 10 more: 'send me your exports or a read-only SimpleFIN token, I'll return a clean file in your format within 24h, free this month, $20/month after.' Count acceptances and token-sharers separately.
- Day 7Do the work by hand for everyone who accepted. Time yourself per user. Then check the day-14/21/30 kill criteria against what you have: acceptance rate, token-share rate, self-built-solution rate. Write one paragraph deciding continue, pivot to bookkeepers, or stop.
Ask them this
Questions about what they did, not what they would do.
- Walk me through the last time you got transactions from all your accounts into one place. What did you open first, and how long did the whole thing take?
- Which accounts are the annoying ones, and why specifically — the export format, the login, the download limit?
- Have you built anything yourself for this in the last three months? Show me it.
- What do you pay for today that touches your bank data — SimpleFIN, teller, a budgeting app, anything?
- You said you won't share bank logins. Would you paste a read-only SimpleFIN token you generated yourself into a desktop app? Why or why not?
- What file or app is the final destination — GnuCash, beancount, a Sheet, something else? Would you switch it for a better importer?
- If a tool did this reliably every month, what would you pay: nothing, $39 once, $6/month? Which and why?
- What would make you distrust a tool like this in the first five minutes?
Sources and freshness
Every reference opens the original post. This is the part you should check first.
How sure are we, per claim
Where the data is thin, we say so instead of rounding up.
- demand
- Low
- payment
- No data
- market size
- Low
- competitor gap
- Low
12 references from 3 signals · evaluation written Sep 3, 2026.
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