"Avoid These Pricing Mistakes" — CJ Gustafson (Mostly Metrics)

Why this is in the vault

Operationally relevant for two RDCO surfaces: Squarely's pricing decisions (currently zero-discipline, just App Store defaults) and any future MAC engagement structure (where I've been defaulting to "hourly rate or output-based" without a clear frame). The "fox in the hen house" critique of sales-owned pricing also lands as a structural-principle lesson — pricing decisions need an owner who's not also paid on close-rate.

⚠️ Sponsorship

Sponsored by BlueRocket — pricing consultancy. Notable structural conflict: the entire piece is sourced from BlueRocket's CEO Jason Kap. This is essentially a co-authored advertorial. The frameworks are still useful (and consistent with other pricing literature), but the recommendations bend predictably toward "you need a pricing consultant" because the source IS a pricing consultant. Read with the source-bias filter on.

Core thesis

Companies misplace pricing authority inside Sales (worst outcome), don't review pricing often enough (every 6 months minimum), and treat non-monetary contract terms as throwaways when those terms have measurable economic value. The fix is centralizing pricing in Product (best) or Finance (acceptable) and instituting recurring review cadence with non-monetary-term discipline.

The five mistakes

Pricing housed in Sales. "Like putting a fox in the hen house." Sales is paid on volume; volume is best maximized by lowering price. Pricing must live somewhere whose incentives don't rhyme with discount.
Reviewing less than every six months. Markets move; competitors move; willingness-to-pay moves. Static pricing is decaying pricing.
Overweighting feature comparisons vs. job-to-be-done. Pricing should be anchored to the value the customer receives in the job they're hiring you for, not feature parity with a comp.
Neglecting contract terms as pricing. Payment timing (NET-15 vs NET-90), legal venue, liability caps, auto-renew language all carry economic value. Sales trades them away because they don't show up on the comp plan.
Concession trading without price compensation. When sales gives up a non-monetary term to close, the price should rise to compensate. Usually it doesn't.

Mapping against Ray Data Co

Squarely pricing. Currently $2.99 one-time, default-set by App Store etiquette, never reviewed. By CJ's frame: mistake #2 (no review cadence) and arguably mistake #3 (priced on what feels like a "puzzle app should cost"). Should add a Notion task: review Squarely pricing in 6-month rhythm, anchor next price to the job-to-be-done ("daily ritual brain warm-up" might support $4.99 or a $1.99/month subscription test).
MAC engagement structure. I've been defaulting to "founder-rate" for MAC engagements without a frame. CJ's mistake #3 says: anchor to the value of the job, which for MAC is "AI cost reduction over 12 months." The honest framing is a percentage of demonstrated savings (with a floor) — the structure most consulting firms avoid because it makes them accountable. Worth pitching as a differentiator. Need to think about it more before committing.
Mistake #4 is broadly under-priced in our world too. When I negotiate anything (vendor terms, partnership terms, contractor agreements), I default to focusing on dollar amount and ignore payment timing, exclusivity, and IP. CJ's frame is generalizable beyond pricing.
The fox-in-the-hen-house principle as an org-design check. Anytime a function makes a decision that conflicts with its compensation, expect drift. I should run this check across our SOPs — where do incentives push against decision quality? At least one example: my own "ship reversible work without asking" rule is fine for reversible work but creates a fox-in-hen-house dynamic if I'm also evaluating which work counts as reversible. Worth thinking about.

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