Be the mattress brand
AI recommends in New Zealand.

1. Executive summary

• Organic is your highest-value acquisition channel, and it is under-fed. Google organic converts at 1.77% on your Shopify attribution (2.15% in GA4), ahead of Google paid at 1.63% and roughly ten times paid social. Split it and $630,000 is branded, people who already know you, and $570,000 is non-branded. Shopify + GA4
• You rank on the whole category but win almost none of it. Non-branded search is 96% of your impressions but only 48% of your clicks, because you rank page one to two, not top three. GSC
• ChatGPT is already a live sales channel in your store. Your own Shopify attribution shows about $21,000 and 20 orders from ChatGPT in the last 12 months, with nothing optimised for it, and Google AI Overviews already fire on the category's buying questions. Shopify attribution Ahrefs

So the whole opportunity is one sentence: you hold 12.2% of the non-branded organic clicks in your category, and every extra 1% is worth about $46,800 a year. Your branded traffic is not part of this and does not change.

Built on your own numbers: an average order value of $1,100 and a non-branded conversion rate of 2.15%. Every column below is non-branded, and your $630,000 of branded organic revenue sits on top of all of it, unchanged. If your conversion rate climbs as the site and the brand strengthen, every figure here moves up with it. Modelled, plus or minus 40%

Triangulated NZ search volume per category, July 2026. We have left bedroom furniture out of the model: at roughly 2% of sales it is not where you are pointed. The full keyword, prompt and cluster research behind every number here lives in The data tab. GKP + Ahrefs + SEMrush

2. How AI-ready you are today: the AEO scorecard

We score every brand out of 100 against our AEO Maturity Model: four pillars (Technical, Content, Authority, Measurement), each out of 25. Certified is 80 out of 100, Professional on all four, the standard we build clients to. You are at 50 today, with strong bones and a clear climb.

The detailed findings, how the scoring works, and where every number comes from are in the appendix.

3. The market you are missing: search and AI

Mattresses is a high-research, long-consideration purchase. Buyers do not know what makes a good mattress, the market is deliberately confusing, and they ask the same questions in two places now, a search box and an AI chat. The demand is large, the difficulty is mostly low, and the AI layer is already answering.

Search volume triangulated across Google Keyword Planner, Ahrefs and SEMrush (median of three), NZ. Your rank is your current average Google position from Search Console. The pattern: decent on the generic terms, page two or worse on the growth terms (toppers, queen, "best mattress"), and even your strong spots leave clicks on the table (position 3 on "mattress nz" at under 3% click-through, with shopping and AI answers taking the rest). The full 53-term triangulation is in The data tab. GKP + Ahrefs + SEMrush GSC

Zoom out and the full category is about 83,000 searches a month once the long tail is counted, of which roughly 16,500 a month are winnable organic clicks, plus another ~7,000 to 14,000 AI-chat questions counted separately. In the AI answers themselves the pattern is simple: you win flat-pack bed frames (your name is the category), and you are absent from the mattress, bed-base, comparison and first-flat answers, where Ecosa, the review sites and even removal companies get named instead. The full 130-question library, cluster maths and territory plan live in the appendix and The data tab.

4. The opportunity, in dollars

The table in the executive summary is built from four numbers, all of them yours, and all of them non-branded. Here is the chain in full.

Roughly one search in five survives ads, shopping carousels and AI answers as a winnable organic click, and you currently take one in eight of those. Modelled

Each non-branded click is worth $23.65 to you, because non-branded search converts at 2.15% on an order value of $1,100. That is the figure every case in the table multiplies.

That is the whole model: win more of the 198,000 clicks.

The mid case arriving, on non-branded revenue: certified by month 3, the system handed to you at month 6, all of it live by month 12. Hover any point for the maths. Modelled, directional

Two levers, both measured. Click-through on the impressions you already get, as you move from position 8 to 20 into the top three. And more impressions, as the categories you have no page worth ranking for start to rank. The conservative case assumes only the first lever really lands; the high case assumes both do.

Every figure here is non-branded and excludes repeat purchases, which sit on top as roughly another 15%. Roughly two-thirds of each case is organic search and one-third is AI search, modelled from the AI traffic already converting in your store. Total organic run-rate is your unchanged $630,000 of branded revenue plus the non-branded column in the executive summary table.

5. The six-month transformation

A done-for-you AI and Search transformation over six months, built and run on our side so there is nothing for your team to learn or maintain. It moves through three phases: foundations (Core Web Vitals, schema and GTINs, the student-traffic measurement fix, your baseline), owning your territories (the mattress hubs, the education pair and around 100 to 150 pieces across the six months, with content production starting as soon as everything is calibrated to your voice and positioning, mid-market affordable, not cheap), and authority and compounding (the review-site placements, round-ups and Reddit presence AI trusts). We move into each phase as your site is ready for it rather than on a stopwatch. Behind it, we are building the platform you will own, exclusively for Shopify brands: an early version is only weeks away, and by the end of your six months it is a comprehensive system your team can log into and run. Everything is yours to keep: the foundations, the content, the links and your AI-Ready certification.

The full breakdown, deliverables, your time commitment and pricing live in The offer tab.

Traffic, orders, revenue and rankings are from your own Google Analytics, Search Console and Shopify (attribution last 12 months, last non-direct-click model; GA4 last 90 days), online store only, excluding the separate student business where noted. Search volumes triangulated across Google Keyword Planner, Ahrefs and SEMrush (NZ), July 2026. Competitor footprints and Domain Ratings from Ahrefs Site Explorer, estimated. AEO score from our AEO Maturity Model against a live crawl. Revenue figures are directional, modelled from your own conversion and order value, and are not a guarantee of results. Pricing is set out separately.

Appendix A: your channels and current position

You have built a genuine NZ brand over several years, doubling revenue two years running toward roughly $9M online, with thousands of strong reviews behind your hero products. The foundations are good. This is growth on a proven base, not a rescue.

Your Shopify attribution, last 12 months, last non-direct-click model, NZD. The organic engines combined (Google, Bing, DuckDuckGo, Yahoo) earn roughly $1.15M a year, second only to Google paid, on an order value steady around $1,100 across channels. Shopify attribution

Non-branded category search is 96% of your impressions but only 48% of your clicks. You own your name and rank across the category, but sitting at position 8 to 20 converts almost none of that visibility into visits. GSC

Appendix B: the scorecard in detail

Here is what sits behind the score, and who fixes each piece. It is content, authority and a few schema fixes, not a rebuild.

The single highest-leverage build is content: you have no blog and no buying guides, which is why you are invisible in mattresses. Building that engine is what turns the citation gaps below into revenue.

Appendix C: the demand detail

The validated core (34,800) grows to a full category of about 83,000 searches a month once you add the long tail, which is unusually deep for mattresses given how much people research. Strip out ads, shopping carousels, AI Overviews and pure-research queries, and roughly one search in five survives as a winnable organic click, a pool of about 16,500 a month. AI prompts (another ~7,000 to 14,000 a month) are counted separately so nothing is double-counted. Modelled

We built a library of 130 real questions Kiwis ask AI engines about your category, from Google's "People Also Ask", Reddit threads with hundreds of comments, review language and the head-term intent map. Here is a sample, with roughly how often each comes up a month.

A sample of the 130-question library, all of it in The data tab with per-question volume, priority and ownability. Volumes are directional floors (head-term anchor plus fan-out uplift). 122 of the 130 are questions you can uniquely or credibly own. Directional

And here is who the AI answers name today, cluster by cluster, versus where you show up.

Appendix D: where to play, your content territories

The same demand, grouped into the territories a plan executes against, each scored on how much of it you can realistically own. Priority weighs demand, whether AI is live, and whether you can win it uniquely.

Priority is a 1 to 5 score, where 5 means lead with it now; it is not a count of pieces. Content requirement: roughly 50 to 70 pieces to own the core (mattress choice, mattress-in-a-box education, firmness and sizes), and 100 to 150 over the six months for full category coverage. Unlike most brands we audit, this is almost all net-new: your blog is empty, so every guide is a new asset, tightly interlinked with your collection and product pages. The full cluster maths is in The data tab. Cluster model

Appendix E: who you are up against, and the authority play

Ahrefs, NZ, July 2026, estimated organic traffic. Ecosa is the brand to catch in mattresses, on beatable content. Ahrefs Site Explorer

Our honest sequencing: the foundations and content phases get you cited on your own answers and lift you from page two to the top three. Authority, the digital PR, review-site placements and Reddit presence, is the engine that runs alongside and then compounds for years after. It is a core focus we are building deep, done-for-you capability in specifically for Shopify brands, and it is where most of the long-term share-of-voice sits.

Appendix F: where the numbers come from

Measurement runs in our own platform, built specifically for Shopify brands, so the dashboard, the data and the method are yours to keep, not rented from a third-party tool. The full research behind every table here is in The data tab. Method