Competitor analysis

Board memo: Crestline’s free plan—targeted threat, not a case for universal free

Recommendation: Do not launch a free plan for everyone. Crestline threatens customers buying standalone bookkeeping, including some larger businesses—not just solos. Our strongest protection is the accounting-firm relationship embedded in Harbourline, not account size or a feature lead. We should test a tightly bounded free offer, defend unconnected customers across sizes, and deepen our partner advantage before Crestline builds its own.

1. Where Crestline can hurt us—and where it is not yet winning

The threat is real, but headline cancellations overstate incremental damage

The cancellation file totals 250 accounts and $8,065 in lost MRR. Of these:

• 186 accounts, representing $5,581 MRR, went to Crestline.
• 38 returned to spreadsheets/no tool; 26 closed their businesses.
• Crestline-associated losses equal approximately 0.88% of our current $635,400 MRR.

Against the previous run rate of 95 cancellations monthly, 250 over August–September is about 60 additional cancellations—not 186. Destination tells us where customers went, not whether they would otherwise have stayed. The mid-August launch also complicates the comparison.

This is a meaningful warning, not evidence of an existential threat. Equally, cancellations do not capture prospects we failed to acquire or future pricing pressure.

Accounting-firm connection explains exposure better than size

Calculated from `cancellationsaugsep.csv` and `customer_base.md`:

These are observed-period exit ratios using September-end balances and reported connection shares, not cohort churn rates.

Where Crestline can hurt us:

• Standalone solos: They account for 142 of 186 competitive exits. Free invoicing, expenses and bank feeds directly challenge a $14/month product. This segment already had 31% annual churn before launch.
• Unconnected larger businesses: These are not protected simply because they have more users. The highest observed competitive exit ratio is among unconnected 6–20-user accounts, albeit from only nine exits.
• Revenue beyond solos: Multi-user customers represent only 24% of Crestline exits but 65% of the associated lost MRR. A solo-only defensive strategy would miss most of the revenue leakage.

There is an important inconsistency to investigate: 44 multi-user Harbourline accounts report moving to a one-user free plan. They may have reduced usage, retained other tools, or reported their destination imprecisely. We should verify their actual workflows and Crestline plans before claiming full multi-user substitution. The revenue loss is nevertheless real.

Where Crestline is not yet winning materially:

Only four accounting-firm-connected accounts moved to Crestline, versus 182 unconnected accounts. Relative to estimated bases, that is approximately 0.09% versus 1.37%. Connected customers account for roughly 49% of our MRR.

An accountant reconciles, files and advises inside Harbourline. Replacing us therefore means changing a shared operating workflow, not just choosing cheaper software. Crestline currently has no accounting-firm partner programme. That is strong evidence of protection today—not immunity: four connected customers did leave, and customer selection may explain some of the retention difference.

2. Which advantages can it copy?

Our moat is therefore the working network, not merely the existence of an accountant portal. We should strengthen productive firm–customer connections rather than assume the partner count itself guarantees defensibility. We have no evidence here for additional advantages in brand, data, accuracy or cost.

3. Where Crestline is heading

The public hiring mix is more informative than “free forever” alone:

• 14 payroll engineers: a substantial signal toward an adjacent recurring workflow.
• Six mid-market multi-entity engineers: evidence of ambition beyond solos.
• Three accountant-partnership roles, labelled “exploring”: early recognition of the channel where we are strongest.

The likely strategy is free acquisition at the bottom, paid expansion through greater complexity and adjacent products. Paid plans already start at $25/month. Payroll and multi-entity could create monetisation opportunities while preserving the solo-free promise.

This is a directional inference, not a confirmed roadmap. Hiring does not establish launch dates or product quality. Nevertheless, we should expect a broader competitor, not permanently dismiss Crestline as a free solo tool.

4. What we should do

1. Reject universal free; authorise a controlled test. Our solo segment alone generates approximately $159,600 MRR, versus $1,958 lost to Crestline in the file. Those figures are not a forecast, but show the cannibalisation risk. Test a limited one-user offer for new self-serve prospects and selected at-risk customers, with clear usage boundaries and paid upgrade paths. Use holdouts to measure incremental activation, retained contribution, conversion, support costs and paid-plan downgrades—not free registrations.

2. Defend unconnected customers across all sizes immediately. Interview the multi-user switchers first. Establish whether price, unused seats, workflow simplicity or missing value drove departure. Improve onboarding and retention offers accordingly; do not default to discounts for every customer.

3. Invest primarily in the partner workflow. Make firm connection, shared reconciliation, filing handoffs and multi-client work easier. Help existing firms connect more suitable clients. Measure active shared workflows and cohort retention, not merely partner sign-ups.

4. Review in 90 days against explicit evidence. Track competitive losses and acquisition win rates by size and firm connection, lost MRR, partner recruitment and Crestline’s product releases. Reconcile the historical annual-churn figures with the separate 95-per-month baseline before making causal claims.

Decision requested: Approve a bounded free-plan experiment and partner-led defence—not a universal price reset. Reconsider broader action if connected-customer losses rise materially or controlled tests show that free creates sustainable incremental value.

Crestline: Competitive Analysis for the Board

From: VP Product | Re: Board chair's question on a free plan

Summary

Crestline is not an existential threat today. In two months it took 186 accounts and about $5,600 of MRR, which is 0.9% of our roughly $635k MRR. Almost all of those accounts were the ones least tied to us: single users not connected to an accounting firm.

It has barely touched accounts that work with their accountant inside Harbourline. That network is the one advantage Crestline cannot quickly buy.

The real risk is where Crestline is heading. It is building payroll and multi-entity features, and it has started on accountant partnerships. It also already appears to be winning our unconnected larger accounts.

My recommendation is not to launch a free plan for everyone. It would put up to our entire MRR at risk of downgrade to counter a loss of under 1%. Instead, we should spend the next two quarters getting unconnected teams connected to firms, locking in our firm network, and closing the payroll gap.

What the cancellations show

These figures come from all 250 cancellations in August and September.

Losses to Crestline by segment and firm connection

Where Crestline can hurt us

1. Unconnected solo businesses. This is the main battleground so far: 142 of the 186 accounts we lost to Crestline. These accounts pay $14 a month and already churned 31% a year before Crestline launched. We are losing them, but they were always our least durable revenue. Another 38 solo accounts left for spreadsheets, which shows that some of this segment simply doesn't value paid software.

2. Unconnected larger accounts. This is the warning sign. Nine of roughly 250 unconnected 6–20 user accounts went to Crestline in two months, about 3.6%. Annualised, that is above 20%, against a historical churn of 6% for the whole segment. These accounts pay around $170 a month.

Crestline's free plan covers only one user. So these teams either moved to Crestline's paid plans (from $25 a month) or cut down to one user. Either way, Crestline is competing on product and price for teams, not just on "free."

The numbers are small, but this pool is worth about $42k of MRR. Unconnected 2–5 user accounts are worth about $138k and are losing about 1.2% to Crestline every two months.

Where Crestline can't hurt us (yet)

Accounts connected to an accounting firm. Only 4 of about 4,330 connected accounts went to Crestline. That is roughly 0.09%, about 15 times lower than unconnected accounts.

Of the 8 connected accounts that cancelled at all, half did so because the business closed. Connected accounts make up about half our MRR (roughly $310k). Most of that is in the 2–5 and 6–20 user segments, where 46% and 81% of accounts are connected.

There is a caveat. Connection may partly reflect businesses that were already stickier, so the 15x gap is not proof that connecting an account causes retention. Still, Crestline has no partner programme. A firm that runs many clients inside Harbourline would have to move its whole practice to switch, which makes these accounts very costly to pull away.

Which advantages it could copy, and which it couldn't

Easily copied, or already matched: - Invoicing, expenses and bank feeds (already in Crestline's free plan) - Price - Payroll: 14 engineers are hiring for it, and we have no equivalent advantage - Multi-entity features for larger customers

Hard to copy: - Our 2,100-firm partner network - The fact that firms reconcile, file and advise inside Harbourline. That is a workflow habit and a two-sided network, not a feature.

Crestline has 3 open roles for accountant partnerships, labelled "exploring." With $120M it could offer firms rich incentives such as revenue share and free practice tools. But recruiting firms one at a time and changing how they work takes years, not quarters. Our advantage is durable, not permanent. Our window is now, while Crestline's effort is still exploratory.

Where Crestline is heading

Its September hiring is the clearest signal: - Payroll (14 engineers). This is its biggest bet. A bundled payroll offer would hit our 2–5 and 6–20 user segments directly. - Mid-market multi-entity (6 engineers). This moves it upmarket into the segment where we earn the most per account. - Accountant partnerships (3, exploring). This is the move against our network. It is early, but it is aimed at the right target.

The most likely pattern: free solo plans bring in new businesses cheaply, then Crestline moves those customers onto paid plans as they grow. It uses payroll and multi-entity features to win teams, and eventually goes after the firms.

Recommendations

1. Don't launch a free plan for everyone. Crestline doesn't offer one either, because its free plan is solo only. A free plan for everyone would put our ~$635k MRR at risk of downgrade to counter ~$5.6k lost over two months.

Even matching Crestline's solo-only free plan exposes about $160k of MRR (~$1.9M a year). If just 10% of solo accounts downgraded, we would lose more each month than Crestline has taken from us in total.

2. Use the firm network to defend unconnected teams. About 2,900 multi-user accounts are not connected to a firm. We should test a programme that introduces them to partner firms, for example a matching service, a free first review, or a short discount once connected.

We should measure whether connecting accounts actually reduces churn before rolling it out widely. If it does, this is the highest-return action available to us.

3. Lock in our firms before Crestline arrives. We should offer firms better tools for managing their practice, rewards for bringing clients onto Harbourline, and multi-year partner terms. Our 2,100 firms should have a reason to stay that goes beyond habit.

4. Close the payroll gap. Within a quarter, decide whether to build payroll or partner for it. If Crestline ships payroll first to our teams, our current advantage weakens.

5. Compete for solos through firms, not on price. One option is a low-cost or free solo plan available only when a partner firm sponsors or connects the client. This turns our advantage into a way to win new customers without devaluing our paid plans. We should accept some loss of unconnected solo accounts for now.

6. Set triggers to revisit this decision. Escalate to the board if any of the following happens: - Losses of connected accounts to Crestline exceed 0.5% per quarter - Losses of unconnected 6–20 user accounts stay above 3% per quarter - Crestline announces a formal accountant programme

Data issues to resolve

The baseline churn figures disagree. The summary says we lost about 95 accounts a month before Crestline launched. But the annual churn rates by segment imply roughly 350 a month. On the first figure, August–September is about 60 accounts above normal. On the second, it is below normal. Finance needs to reconcile these before we report a net Crestline impact.

The destination label looks wrong for multi-user accounts. The cancellation file records 44 multi-user accounts as going to "Crestline (free tier)," which only allows one user. We should confirm through exit interviews whether they went to paid plans or reduced to one user, because that changes how we respond.

The time window is mixed. The window includes the first half of August, before Crestline's free plan launched on 15 August, so the post-launch picture is slightly blended.

Conclusion

Crestline is winning the customers we hold most loosely, and it is investing in the areas where we are vulnerable. A free plan would trade our strongest economics for our weakest segment. The better response is to deepen the firm network, which Crestline cannot buy quickly, and to close the payroll gap before it arrives.

Crestline: Competitive Analysis and Recommendation

To: Board of Directors From: VP Product

Recommendation

Do not launch a free plan for everyone. Crestline's free tier is a real threat to our solo accounts, but it does not reach the part of the business that earns most of our revenue. Respond by selling the accountant connection to solo and small accounts, protecting unconnected mid-size accounts, and watching three specific signals that would change this view.

What the August–September data shows

Of the 250 cancellations (about $8,100 MRR), 186 went to Crestline's free tier, 38 to spreadsheets, and 26 to closed businesses. Crestline's pull falls almost entirely on accounts without an accounting firm.

Connected accounts show the clearest pattern. Eight connected accounts cancelled: four closed their businesses and four went to Crestline. None went to spreadsheets.

Data caveat: The churn column in the customer base file (31% / 14% / 6% annual, roughly 360 cancellations a month) does not match the cancellation summary (about 95 a month before launch). Also, "went_to" appears to be self-reported. Finance needs to reconcile both before these figures go into any external materials. The rates above use the cancellation log as recorded.

Where Crestline can hurt us

• Unconnected solo accounts. These are 65% of our accounts but about 25% of MRR. Crestline is taking roughly 70 a month, or about $1,000 of MRR per month. At this pace, that compounds to roughly $12k of lost ARR each month.
• Unconnected mid-size accounts. This is our most exposed group per account: 3.6% lost in two months, at $170 MRR each. Crestline's six multi-entity engineering roles aim directly at this segment.
• Product scope. Crestline is hiring 14 engineers for payroll. If payroll becomes a reason to stay on their platform, small employers with staff could move too.

Where it can't

• Connected accounts are 19% of accounts but 49% of MRR (about $311k of $635k). Crestline took 4 of 3,307 in two months.
• The firm network. We have 2,100 firms working inside our platform on reconciliation, filing and advice. Crestline has no partner programme and only three "exploring" roles.
• Firm lock-in. Once a firm runs a client's books in our system, leaving means the firm changing its workflow, not just the customer changing software.

What Crestline could copy, and what it couldn't

Easy to copy: a free solo tier, bank feeds, invoicing and expenses. Crestline already has these, and we should assume they will match any feature we ship.

Hard to copy: the firm network, firm-side workflow, trust between firms and their clients, and years of connected books. Crestline is at "exploring" on accountant partnerships. My estimate is that a comparable network would take them at least 12–18 months to build, and their hiring suggests they have not yet committed to it.

Where Crestline is heading

1. Up from solo. The free plan is a funnel. Paid plans start at $25 and the real money is in payroll and multi-entity work.
2. Into our mid-market. Six engineers on multi-entity features target our 6–20 user accounts, which carry the highest MRR per account.
3. Toward firms. The accountant partnership roles are the signal that matters most. If Crestline builds a firm network, our moat is much weaker.

What we should do

1. Do not launch a free plan for everyone. Our 1-user unconnected base alone is about $145k MRR ($1.7M ARR). A free-for-all would also give away the 2–5 and 6–20 segments, about $476k MRR ($5.7M ARR), where Crestline is not competing. Crestline's observed impact in two months was about $5.6k MRR. Even if that understates the effect considerably, a free-for-all is the wrong response.

1. Sell the connection to solo accounts. Connected 1-user accounts had zero churn; unconnected ones are where Crestline is winning. Launch a firm-connected solo offer and aim to move connected solo accounts from 9% toward 15% within six months. Partner economics need to be confirmed before we commit to a number.

1. Protect unconnected 6–20 accounts now. There are 247 of them, worth about $42k MRR. Offer each a firm introduction and a named contact, and prioritise them for the multi-entity roadmap.

1. Test any price response before rolling it out. If the connection offer underperforms, test a lower-priced solo tier in one market with a holdout group. Do not roll out a free plan to all accounts.

1. Lock in partner firms. Offer multi-year terms or referral incentives to our top firms. Their switching cost is what protects us from a Crestline firm network.

1. Fix the data within two weeks. Reconcile the churn baseline, and run a short exit survey to validate the "went_to" tags.

7. Set triggers to revisit free. I propose we reconsider a broader free plan if any of these occur: - Crestline launches an accountant partner programme. - Crestline-attributed churn among connected accounts exceeds 0.5% a month for two consecutive months. - Crestline-attributed churn among unconnected 2–5 user accounts exceeds 2% a month for two consecutive months.