Pricing a new product: the three methods that actually work, and the psychology that's mostly myth

Why pricing is the hardest thing in retail

Most founders set prices by adding a markup to cost. That's the default method because it's easy, but it's almost always wrong. The customer doesn't care what your product cost to make; they care whether the price feels fair for the outcome they get. Cost-plus pricing anchors you to your cost base, not to what customers will happily pay.

Pricing is where many otherwise-solid stores leak the most margin. Under-priced products feel cheap and convert less than you'd expect. Over-priced products without matching positioning get ignored. The right price is often not where your instinct puts it.

This post walks through how to price a new product honestly, the three methods that actually work, and the specific mistakes to avoid.

The three pricing methods that actually work

Three approaches, roughly in order of sophistication:

1. Cost-plus (the default, often wrong)

Product cost × 2-5 = retail price. Works as a lower bound; fails as a pricing strategy. Disconnects price from customer perception. You might charge $19 for something customers would gladly pay $39 for, and you might charge $39 for something customers value at $15.

Use it as a floor: your price can't be below this or you lose money. Don't use it to set the actual number.

2. Competitor-anchored

Look at what comparable products cost. Position above, at, or below those prices based on your positioning.

• Above competitors: you're claiming premium quality, better materials, better service. Your marketing must deliver on that
• At parity: you're competing on factors other than price (brand, story, convenience). Hardest position to defend
• Below competitors: you're claiming value. Must have a clear explanation for why (direct-to-consumer, lower overhead, smaller brand)

Check 3-5 direct competitors. If they're all at $79 and you're at $49, either you have a cost advantage to communicate or you're undervaluing your product.

3. Value-based (what they'd pay, not what it costs)

The hardest but most profitable approach. What outcome does the buyer get from your product? What's that outcome worth? Price at a fraction of the perceived value.

Examples:

• A cold-brew coffee subscription that replaces $5/day Starbucks. If you save them $100/month on coffee, pricing at $30/month is cheap (they feel like they're winning)
• A posture-correcting device that reduces daily back pain. If pain costs them hours of productivity, $99 is a bargain. Pricing it "because it's $8 of plastic" at $19 is leaving money on the table
• A resume-writing guide. If it changes whether they get the job (worth $20k+ over a year), pricing at $19 is insulting; $79 is plausible; $199 is defensible

Value-based pricing feels uncomfortable if you're new to pricing. It's also the reason why some brands capture 5x the margin of their lookalike competitors.

When each method is right

• New, undifferentiated products: cost-plus floor + competitor anchor. You don't have value data yet
• Established category, clear competitors: competitor-anchored with small premium for your differentiation
• Distinct product or outcome: value-based is the honest answer. Do the work to understand perceived value

The "compare at" anchor

Showing a compare-at price ("$49, was $79") leverages anchoring: the higher number frames the lower one as a deal. This works but has caveats:

• Don't fake it. Compare-at prices that weren't ever the actual price are illegal in many jurisdictions (the UK and EU are strict). Only show compare-at if it's a genuine previous or competitor price
• Moderate discount beats extreme discount. "$49, was $59" feels plausible. "$49, was $249" feels fake and trains customers to expect the 80% sale is coming again

Good use: genuinely time-limited promotions, clearance of old stock, price drops you're committing to not reversing.

Bad use: permanent compare-at prices that customers see on every visit. They stop believing.

The "charm pricing" question (.99 vs .00)

The most studied area in pricing psychology. Short answer:

• $X.99 vs $X.00: multiple studies show $X.99 sells a few percent better, more so in lower price ranges ($5-50) and less in higher ranges ($500+)
• The effect is real but small. A 1-3% lift, not a transformation
• Brand perception matters. Luxury brands rarely use .99 because it feels cheap. A $1,299 watch feels more serious than a $1,299.99 watch. Don't trade long-term brand for a 2% short-term lift
• Consistency matters more than the choice. $19.99 next to $40.00 looks inconsistent and breaks the effect

Pick a convention that matches your brand (.99 for mass-market, .00 for premium) and stick to it.

Psychological pricing that's mostly myth

Some "pricing hacks" have weak or no evidence:

"Left-digit effect" beyond .99

"$29.95 feels much cheaper than $30" is the claim. Multiple replications find the effect is far smaller than folklore suggests. Use .99 for small products if it fits your brand; don't over-invest in micro-pricing.

"Odd numbers convert better than even"

Mixed evidence. The underlying psychology (odd feels precise) has some support; the effect size is small and category-specific.

"Bundle pricing beats unbundled"

Sometimes, sometimes not. A bundle that creates a genuine savings narrative works. A bundle that just groups items together with no clear story underperforms individual products. Test before committing.

"Price above $100 kills conversion"

Category-dependent. For impulse buys, yes. For considered purchases (furniture, electronics, gifts), no. Don't let this myth cap your premium range.

Testing prices

Pricing tests are hard because you can't usually A/B test prices cleanly without it feeling manipulative. Workable approaches:

1. Launch-price testing

New product: launch at $X. If conversion is strong and you can't keep up, raise the price. If nobody buys, the price might be fine but the positioning is off (check before cutting).

2. Tiered pricing

Offer three variants at different prices: economy, standard, premium. Watch the mix. If everyone buys the middle tier, you've anchored right. If everyone buys the cheapest, your middle isn't differentiated enough. If everyone buys the premium, you could raise all three.

3. Cohort testing over quarters

Price change in week 1 of a quarter. Measure for a full quarter. Customer behaviour takes time to reveal itself. Compare to previous-quarter baseline, not week 1.

4. New-customer vs returning-customer pricing

Never discount for new customers in a way that's unfair to returning ones. Exceptions: first-purchase welcome discount, which is standard. Rule: if returning customers would be upset to learn the deal, don't run it.

When to raise prices

Most stores raise prices years too late. Signs it's time:

• Sold-out-repeatedly on a product: demand exceeds supply; raise to rebalance
• Positive reviews consistently mention value: "quality far exceeds the price". Customers are telling you the price is too low
• Rising costs eating margin: don't absorb supplier increases; pass them on transparently
• Brand has strengthened: better packaging, better story, better social proof all support higher prices

How to raise prices:

• For existing customers with subscriptions / recurring: grandfather current pricing for 6-12 months, new customers pay new price, then migrate
• For one-time buyers: just change the price. Communicate via email to warm list with the reason if it's meaningful (sustainability, quality, fairness)
• Avoid: sudden 30%+ jumps. 10-20% at a time, stepped, lets the market adjust

Discount strategy (briefly)

Covered in detail in the marketing mistakes post. Short version for pricing:

• Don't discount as default. Trains customers to wait
• Discount with reason (new product launch, restock, season, clearance, not "random Tuesday sale")
• Time-limited + small (15-20% for 3 days) beats constant + big (40% always)
• New-customer welcome discount is fine. Habitual discounting of full-price products isn't

Subscription and bundle pricing

If you sell subscriptions or bundles, pricing gets a second layer:

Subscriptions

• Subscriber price is typically 10-15% below one-time price. Less and the incentive is too small; more and your margin is compromised
• Pause / skip without friction. Customers who can easily pause stay longer; customers who hit a wall cancel entirely
• Don't upsell to annual plans at a massive discount (20%+ off annual): you lose the monthly LTV leverage

Bundles

• Bundle price should be a clear story (15-20% off vs buying separately)
• Items in bundle should feel related (set, collection, gift box, starter kit)
• Track bundle attach rates, not just revenue; sometimes bundles cannibalise standalone sales

What Shoprocket handles for pricing

• Per-product pricing with per-variant overrides (charge different prices for different sizes/colours)
• Compare-at pricing for showing was/now prices on product cards and pages
• Multi-currency display with automatic conversion (Shoprocket translates pricing to the customer's currency; you control the base price)
• Discount codes and automatic discounts: percentage, fixed amount, cart thresholds, first-order
• Subscription / recurring billing for subscription pricing models
• Product bundles (Partial) for bundle pricing
• Automatic tax calculation built in (your displayed price can include or exclude tax per region)

<!-- EXAMPLE ONLY. Grab your real snippet from Sales channels → Embeds in your dashboard -->
<script src="https://cdn.shoprocket.io/loader.js" data-pk="pk_yourkey"></script>
<div data-shoprocket="catalog" data-embed-id="emb_xxx"></div>

What Shoprocket doesn't: A/B test prices automatically (manual cohort testing is needed), advanced dynamic pricing engines (niche feature; integrate specialist tools if your category needs it).

Tip: Once a year, re-check all your prices against current costs, competitor prices, and customer feedback. Most stores set prices at launch and never revisit them. A 30-minute annual audit catches gradual margin erosion and pricing power you've earned but haven't captured.

TL;DR

• Cost-plus is a floor, not a strategy. Pair it with competitor or value-based pricing
• Value-based pricing is where the margin is. Ask what the outcome is worth, not what the unit costs
• Compare-at anchors work when honest. Fake "was" prices are illegal in most jurisdictions and erode trust
• .99 vs .00 pricing lift is real but small. Don't trade brand positioning for a 2% lift
• Tiered pricing reveals willingness-to-pay. Three tiers, watch the middle-tier uptake
• Raise prices more often than you think. Sold-out products and value-mention reviews are the signals
• Don't default to discount. Use discounts with specific reasons and time limits
• Subscriptions: 10-15% under one-time price; pause/skip without friction

Start a free trial and get flexible pricing, multi-currency, compare-at, and discount codes from day one. 14 days, no card.