Price and package a product

Recommendation to the CEO

Reject the blanket January increase. Replace unlimited-page seat pricing with a platform fee plus metered pages, and migrate enterprise accounts at contractual renewal. Validate the proposed rates before broad rollout; the December test does not establish willingness to pay for this model.

The problem is the pricing metric, not simply the price level. Dashboard seats do not track extraction value or cost. Six enterprise accounts generate 19.36 million pages—71% of all usage—but lose $4,232 a month at today’s costs. Meanwhile, small startups subsidize heavy users.

Across all 80 accounts, current monthly revenue is $43,057, cost to serve is $32,903, and gross margin is 23.6%, consistent with Tom’s reported 24%.

Proposed model and customer impact

Include unlimited dashboard users. Charge for successfully processed pages, with clear definitions for multipage documents, retries and failures. The calculations below assume exported pages are billable; validate that assumption before launch.

These are static, fully migrated scenarios, not forecasts: they assume unchanged usage, no churn and today’s exported costs. Monthly gross profit rises from $10,154 to $94,073. A further 10% cost reduction would raise proposed gross margin to approximately 76.7%, but we should not depend on it.

The startup revenue reduction is deliberate: remove the collaboration tax and preserve an accessible entry point. Heavy users should fund their own consumption.

The rates are plausible hypotheses, not proven willingness to pay. Our $0.006 self-serve rate is below the published competitor page rates; enterprise at $0.004 is half DocuLens’s published high-volume rate before platform fees. Those comparisons require fresh verification and equivalent accuracy, features and service levels.

Why not Tom’s approach?

At unchanged usage, a universal 30% increase produces $55,974 monthly revenue and 41.2% gross margin. It restores the historical aggregate margin but leaves the structural problem intact:

• Enterprise gross margin remains only 5.9%.
• Northwind and Halden remain loss-making.
• Growing page volume can erase the improvement without adding seats.
• Low-volume customers pay more despite being highly profitable already.
• Existing enterprise contracts cannot simply be repriced in January without contractual authority or agreement.

Our alternative is economically stronger, but its large mid-market and enterprise increases create meaningful retention risk. We must test that risk rather than treat modeled revenue as secured.

Migration and enterprise renewals

January: launch metering and shadow invoices, not a forced universal increase. Instrument billable pages, audit costs and billing, and show customers their projected bills. Provide usage forecasts, threshold alerts and optional spend limits; do not silently interrupt production workflows.

For new self-serve customers, pilot the model after repairing experimentation. For existing self-serve customers, provide at least 90 days’ notice, subject to applicable terms. Offer a six-month, explicitly expiring migration credit for large increases. Publish both discounted and eventual bills so credits do not disguise the destination price. Separate price effects from usage growth in reporting.

For enterprise, honor existing agreements until renewal unless customers voluntarily amend. Proposed first-renewal pricing is $500 + $0.003/page for 12 months, stepping to $0.004 in year two. Even the transitional rate produces approximately 62% enterprise gross margin at current usage and cost.

Renewal sequence, with monthly-equivalent first-year prices:

• Copperfield, January 2027: $7,640; begin negotiations immediately.
• Northwind, February: $14,960. Reject two years of unlimited usage “at the same rate.” Offer two-year rate certainty only against a defined page commitment, with paid excess usage. Its threefold volume growth makes this essential.
• Arcadia, March: $10,430. Start an executive-led retention discussion now; benchmark extraction quality and switching economics before conceding price.
• Halden, June: $12,380.
• Meridian, September: $6,950.
• Brightwater, November: $8,720.

Commitments should reflect validated usage and seasonality, with transparent true-ups and no unlimited overage loophole. Do not promise that renewal discounts are permanent. Escalate concessions below our margin floor to Finance and Product jointly.

Revenue will ramp through these renewals and subsequent step-ups, not jump to the table’s total in January. Build the forecast account by account, including churn, credits and volume scenarios.

One data issue needs resolution first: enterprise revenue per listed seat exceeds $99, despite the pricing document describing discounted seat rates. Use observed revenue for this analysis, but reconcile actual contract units and entitlements before quoting renewals.

What the price test actually says

The intended 50/50 allocation produced 1,240 versus 870 visitors. That is severe sample-ratio mismatch: approximately χ² = 64.9, p < 10⁻¹⁴ under equal allocation. Investigate assignment, exposure logging, eligibility, channel mix and exclusions before trusting the causal result.

Observed conversion was 5.00% versus 4.83%. Ignoring the allocation problem, the difference is approximately −0.17 percentage points, with a rough 95% interval of −2.04 to +1.70 points. “Not statistically significant” does not establish equivalence or rule out commercially material harm.

It also tested only new self-serve sign-ups, over two weeks—not existing customers, retention, enterprise renewals or usage-based pricing.

Repair the experiment, predefine a commercially meaningful conversion-loss threshold, and measure revenue per eligible visitor, paid activation, retention, usage and contribution margin. Use evidence to choose pricing—not the test as cover for a predetermined increase.

MEMORANDUM

TO: Chief Executive Officer FROM: Head of Product, Parsewell DATE: October 24, 2024 SUBJECT: Alternative Pricing Model vs. Tom’s 30% Across-the-Board Increase

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1. Assessment of the Growth Team’s Price Test

Tom’s reliance on the December price test to justify a blanket 30% price hike is dangerously flawed. The test suffered from two fatal errors: 1. Sample Selection & Volume Discrepancy: Arm A ($99) attracted 1,240 visitors, while Arm B ($129) attracted only 870 visitors—a 30% drop in top-of-funnel capture. This points to a broken traffic allocation or immediate audience suppression at the higher price point. 2. Confounding Variables: Running a pricing test during December (8th–21st) captures holiday-shortened enterprise/developer activity, creating noise that masks true price elasticity.

While a 30% seat price increase showed a statistically insignificant conversion dip over a two-week window, applying that logic to usage or enterprise contracts ignores reality. Parsewell is an infrastructure API. Developers do not buy seats for fun; they buy seats to build systems that process millions of pages. Tying our revenue strictly to developer seats while our core cost driver—and customer value metric—is document volume is a structural mismatch.

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2. The Current State: Margin Erosion & Value Leakage

An analysis of our usage export reveals why Tom is panicking about gross margins (currently sitting at roughly 24% overall): * The Enterprise Subsidy: Our 6 Enterprise accounts processed 19.16 million pages last month (79% of total company volume) but generated only $18,600 in revenue. Because they enjoy "unlimited pages" tied to discounted seat licenses, their heavy usage swamps our inference costs ($0.0012/page). Consequently, 4 out of 6 Enterprise accounts have negative gross margins, costing us thousands monthly (e.g., Northwind Logistics loses $2,584/month). * The Self-Serve Engine: Mid-market and Startup tiers are healthy, generating positive gross margins because their volume scales predictably with seat counts.

A flat 30% seat hike fixes nothing for Enterprise: adding 30% to Northwind’s $3,200/month bill reduces their negative margin, but they still bleed cash because they process 4.8 million pages for a flat fee.

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3. The Alternative Pricing Model: Value-Based Usage Tiers

To fix gross margins structurally, we must decouple our monetization from developer seats and align it with the metric that drives our costs and customer value: processed pages.

We propose launching Parsewell V2 on January 1: 1. Self-Serve (Startups & Mid-market): Retain the base seat fee ($99/seat/month) to cover dashboard access, but introduce a generous included page allowance (50,000 pages/seat/month) with a clear, predictable overage rate of $0.005 per page. 2. Enterprise Contracts: Move away from flat seat-license bundles. Transition to a Platform Fee + Usage Model modeled after industry standards (competing with DocuLens/ExtractIQ): * Base Platform Fee: $1,500/month (includes dashboard, SSO, priority support, and 250k pages). * Overage / Metered Rate: $0.008 per page for all volume exceeding the base allowance.

#### Financial Impact Summary (Based on Last 30 Days Data) * Current Monthly Revenue: ~$41,000 | Current Cost to Serve: ~$31,000 | Current Gross Margin: ~24% * New Model Monthly Revenue: ~$81,500 | New Cost to Serve: ~$31,000 | New Gross Margin: ~62%

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4. Segment-by-Segment Impact & Table

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5. Execution Strategy & Enterprise Renewals

Transitioning self-serve is straightforward via a Stripe billing update with a 30-day grandfathering notice. Enterprise renewals require a tactical playbook to prevent churn, especially with accounts like Arcadia Health evaluating competitors.

• Copperfield Freight (Renews Jan 2027): Their contract is up immediately in January. We will introduce the new usage-based framework during December QBR. Position the $0.008/page rate against competitor DocuLens ($0.012/page) to show they are still getting a volume discount.
• Northwind Logistics (Renews Feb 2027): They want a 2-year renewal at the same rate despite a 3x volume surge. Do not accept. Counter-offer: Honor the flat seat rate for 12 months only if they agree to a volume cap of 2M pages/month, with overages billed at $0.008/page thereafter. Otherwise, transition them directly to the new platform + usage model.
• Arcadia Health (Renews Mar 2027 - Evaluating Competitor): Because they are price-sensitive and shopping around, offer a transitional "Volume Partnership Discount": a lower platform fee ($1,000) for Q1 while locking them into a 2-year tiered page commitment.

Conclusion

Tom wants a blunt instrument (30% across the board) to solve a surgical problem. A flat 30% price hike leaves money on the table for high-volume users while alienating self-serve customers. Our value-based usage model repairs our gross margins to over 60%, prices our heavy enterprise users fairly based on the compute power they consume, and keeps us competitively positioned against ExtractIQ and DocuLens.

Recommendation: charge for document processing, not collaborators

Tom is right about the margin problem, but a blanket increase treats the symptom. Replace unlimited processing with a platform fee plus metered pages; make seats unlimited. Launch for new customers in January, migrate existing self-serve accounts after notice, and renegotiate enterprise contracts at renewal—not unilaterally.

The complete export shows $43,057 revenue, $32,903 processing cost and 23.6% gross margin. Enterprise accounts generate 71% of pages but 44% of revenue, losing $4,232 monthly. Startups generate $8,688 gross profit and are subsidizing heavy users.

Even with no churn and immediate contractual permission, Tom’s 30% increase produces only 41.2% overall margin and 5.9% enterprise margin. Northwind and Halden remain loss-making.

Proposed model and customer impact

A billable page is a successfully processed page; failures and internal retries are not charged. Provide usage dashboards, budget alerts and optional customer-controlled hard limits. Never silently interrupt production traffic.

The following is a fully migrated, unchanged-usage scenario, using reported account costs. It excludes churn, growth, transition concessions and future cost reductions.

Enterprise projections assume commitments do not exceed observed annualized consumption. Final commitments require longer usage histories and seasonality analysis.

This model deliberately sacrifices $4,377/month of startup revenue to lower adoption and collaboration friction. That is an investment to validate, not “free” growth. Conversely, mid-market V would move from $297 to $1,383; we should expect objections and possible churn.

The enterprise rate yields 60% incremental processing margin at today’s cost, before the platform fee. It remains well below the published competitor page rates, although September list prices do not establish negotiated prices or willingness to pay. If unit costs fall another 10%, unchanged-volume portfolio margin reaches approximately 68.7%; we should not spend those savings before they materialize.

These margins use the supplied cost definition. Finance must verify whether support and other delivery costs belong in COGS before adopting formal margin targets.

Migration and enterprise renewals

January: offer the model to new customers as a controlled rollout. Before billing, reconcile meters against infrastructure usage and invoices. Give existing self-serve accounts 90 days’ notice, two shadow invoices, and an account-specific comparison. Contact every materially affected mid-market account; offer usage optimization and narrowly approved, expiring credits rather than indefinite unlimited-use grandfathering.

Removing seat charges also requires workspace-level billing and anti-splitting controls for included allowances. Publish clear page-counting rules and a dispute process.

Enterprise: honor existing agreements through renewal unless customers voluntarily amend them. Confirm notice requirements immediately; if a deadline has passed, follow the contract. Use actual billed revenue as the baseline: the file’s description of discounted enterprise seats does not reconcile with observed revenue per seat.

For the 2027 renewal cycle:

For difficult renewals, authorize a 90-day bridge at $500 plus $0.002/page, then the target rate. This preserves more than 40% processing margin at current usage while providing an explicit transition—not another unlimited contract. Finance approves exceptions and their gross-profit cost.

If existing self-serve accounts migrated while all enterprise contracts remained unchanged, portfolio margin would be only 37.3%. The 65.2% figure is a destination, not a January forecast. Build the operating plan from renewal dates, signed commitments, concessions and account-level retention scenarios. Be willing to lose persistently uneconomic volume, but do not confuse that with costless churn.

What the price test actually says

It does not justify a universal increase.

• The intended 50/50 allocation failed: 1,240 versus 870 visitors gives a sample-ratio-mismatch statistic of approximately 64.9, with p < 10⁻¹⁴. Investigate assignment, exposure logging, exclusions, bots, acquisition channels and repeat visitors before causal interpretation.
• “Not significant” does not mean equivalent. Even ignoring allocation concerns, conversion changed by approximately −0.17 percentage points, with an approximate 95% interval of −2.0 to +1.7 points—wide enough to include substantial harm.
• The population and outcome are wrong for Tom’s conclusion: new self-serve sign-ups over two weeks tell us nothing directly about installed-base churn, enterprise renewals, seat reductions, usage cost or durable gross profit.
• $129 is a 30.3% increase over $99, but the test measures neither realized revenue per visitor nor longer-term contribution.

Repair the experiment, then test the new model against current pricing with persistent account-level assignment. Predefine sample size, conversion guardrails and 90-day gross profit per eligible visitor; also track activation, retained usage, bill disputes and retention by segment. Use negotiated enterprise pilots—not this acquisition test—to validate renewal economics.