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Competitor research for ecommerce: the three-hour quarterly audit that actually produces decisions

Ryan Badger
Ryan Badger21 February 20257 min read
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Competitor research for ecommerce: the three-hour quarterly audit that actually produces decisions

What "competitor research" is actually for

Most competitor research in ecommerce is surface-level: glance at three competitor sites, note that they have a bigger catalogue, feel vaguely worse about yours. That's not research; that's self-sabotage.

Useful competitor research answers specific questions: Where's my pricing vs theirs? What positioning gap can I occupy? What are their customers complaining about that I could fix? Where are they spending ad money, and on what creative? Every hour of research should produce a concrete decision, not a feeling.

This post covers how to do it properly, the sources worth checking, and the trap of becoming reactive to competitors instead of focused on your own customers.

Who actually counts as a competitor

Three tiers, all worth knowing:

Direct competitors

Brands selling the same product to the same customer. If you sell handmade leather wallets, direct competitors are other handmade leather wallet brands at similar price points.

Usually 3-8 brands. Know them deeply.

Category competitors

Brands selling different products that compete for the same budget. For the leather wallet brand: Bellroy (synthetic wallets), cardholders, minimalist cash clips. Different products, same decision from the buyer.

Usually 10-20 brands. Know the top 5-6.

Substitute solutions

The customer might not buy any wallet. They might keep using the free Amazon one. They might switch to a phone-wallet case. These substitutes are how a lot of would-be customers get lost.

Know the main ones. You're competing with "doing nothing" more than most stores realise.

What to gather on each

Not a dump of every fact. A specific set of things that lead to decisions:

1. Pricing

Their price for equivalent products. Their discount cadence (do they run weekly sales? Never? Quarterly?). Their shipping cost structure. Their loyalty or subscription incentives.

Action: figure out your price position. Are you premium, parity, or value? Each is defensible; being unclear isn't.

2. Positioning (the one-line claim)

What they put in their hero section. Their "why us" story. The adjectives in their product copy. The kind of customer they depict in lifestyle photography.

Action: write their positioning in one sentence. Write yours in one sentence. If they're the same, you have a differentiation problem.

3. Product range and depth

How many SKUs. How many variants per product. What's in, what's out. What they don't sell that you do (or could).

Action: look for gaps. "They sell X but not Y" is an opening.

4. Customer reviews (best source of insight you'll get)

Their product reviews, their Trustpilot, their Reddit mentions. Sort by negative reviews specifically. What do their customers complain about? Those complaints are the gaps you can fill.

A leather brand reviewed on Reddit: "Great quality but the zipper failed after 6 months." Your brand uses YKK zippers: that's a positioning point. Marketing copy writes itself from competitor complaints.

5. Advertising / creative

What ads are they currently running. On which platforms. With what creative.

Action: study the creative, not just the message. What format performs for them? What hook do they use? What's the production quality?

6. SEO / content

What keywords they rank for. What their blog covers. What pages on their site get the most traffic.

Tools: Ahrefs or SEMrush (both paid, generally worth it for this). Free alternatives: Ubersuggest, Google Search Console (for YOUR data), searching Google with site:competitor.com to see their indexed content.

Action: their top-ranking pages are the topics their audience searches. Make a better version for the queries worth ranking.

7. Social presence and community

Follower counts (less useful). Engagement per post (more useful). Comment themes. What their customers post about them on social.

Action: the themes that recur in their social engagement tell you what emotionally connects with the shared audience. Not what to copy; what to calibrate.

8. Channel presence

Where they sell. Direct-only? Also Amazon? Wholesale? Retail placement? Pop-ups?

Action: channels they're in tell you which ones are worth testing. Channels they're NOT in might be open territory, or might be bad channels for the category.

Specific methods

The "3 hours, once per quarter" competitor audit

For each of your 3-5 most important direct competitors:

Hour 1: data gathering

  • Visit their site like a buyer. Note time-to-cart, checkout friction, shipping cost, returns policy, total feel
  • Screenshot 3 key pages (homepage, best-selling product page, about page)
  • Note their pricing on comparable products
  • Check Facebook/TikTok/Google ad library for current creative

Hour 2: customer review mining

  • Read negative reviews (1-2 star) on their top 3 products
  • Read Reddit mentions of their brand name
  • Note recurring themes (delivery issues, quality complaints, support complaints)

Hour 3: decisions

  • What are they doing better than you? (Pick 3 specific things)
  • What are they doing worse than you? (Pick 3 specific things)
  • What are they doing that you should not copy? (Pick 3 things, usually including overpriced merch, loyalty gamification, gimmicky branding)
  • What gap in their offer can you fill?
  • One decision: what are you going to change this quarter as a result?

That's it. Not a 30-page deck. One concrete decision per competitor per quarter is what matters.

The competitor-research trap

Research becomes counterproductive when:

You copy the template without the context. Competitor ran a giveaway; you run a giveaway. Their audience was primed; yours isn't. Your giveaway flops. Tactics don't transfer without context.

You mistake their output for their strategy. You see a shiny campaign; you don't see the three months of planning, the agency, the data they tested on. Copying the execution misses the strategy.

You treat competitor moves as urgent. Competitor launched a new product line. Your instinct: match it this quarter. Usually wrong. Their product line might be a mistake. Their launch timing might be tied to funding pressure you don't have. React deliberately, not reflexively.

You lose your own positioning by tracking theirs. If every quarterly decision starts with "what's competitor X doing", you're reactive. Customers buy differentiation, not parity. Parity doesn't win loyalty.

The rule: read your customers' reviews, support tickets, and feedback more often than you read competitor sites. The customers you already have tell you more than the competitors you don't.

When NOT to do competitor research

  • Week 1 of a store launch. Focus on your product, not competitor analysis. The urge to audit competitors first is procrastination
  • Right before a pricing decision. Decide your own pricing on margin math and positioning first. Check competitor prices after, to sanity check, not to set from
  • When you're demoralised. Reading well-funded competitors when your conversion is low makes you copy them desperately. Do competitor research in a good week, not a bad one

What Shoprocket helps with

Nothing about competitor research directly. What Shoprocket gives you is the baseline to compete from:

  • Your own analytics with UTM attribution so you know what's actually working for you
  • Real-time analytics to spot shifts in your own traffic and conversion fast
  • Customer records + review data as your primary research source (your customers beat competitors as insight)
  • Multi-currency + multi-language so if a competitor is missing international, you can fill the gap
  • Product feeds + hosted storefront + embed surfaces to match competitor channel presence without separate platforms
<!-- 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>

Tip: After doing a competitor audit, write down the one decision you're making. Date it. Put it on your quarterly review list. If in 3 months you haven't acted on it, either it wasn't actually useful research or you're stuck. Both are information; act on it.

TL;DR

  • Competitor research should produce decisions, not feelings
  • Three tiers matter: direct competitors, category competitors, substitutes (the last one is underrated)
  • Mine their customer reviews for the complaints you can turn into differentiation
  • Use the ad transparency centers (Meta, Google, TikTok) to study their actual creative
  • Three hours per quarter per competitor is enough. Don't overdo it
  • Parity doesn't win. Differentiation does. Don't copy competitor templates without context
  • Read your customers more than your competitors. They tell you more

Start a free trial and get the analytics baseline you need to measure your own position accurately. 14 days, no card.

Ryan Badger
Ryan Badger
Co-founder at Shoprocket

Building ecommerce tools for independent sellers since 2013.

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