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Team Empathy  ·  Search & AI Strategy

Be the mattress brand
AI recommends in New Zealand.

A Search and AI strategy for The Flatpack Company

Getting The Flatpack found on ChatGPT

New Zealand   |   Prepared for Stephen  ·  July 2026

1. Executive summary

The short version. You have built a real organic engine already: around $1.24M a year, converting better than any paid channel you run. Bed frames you win, because your brand name is the category. But you have moved to 70% mattresses, and mattresses is exactly where you go invisible the moment a Kiwi searches or asks AI. You already rank across the category, on 885,000 search impressions a quarter, and capture barely 1% of the clicks because you sit at position 8 to 20, not the top three. Closing that gap, and owning the mattress conversation, is the opportunity.
Three things to know
$1.24M
organic revenue today, your best-converting channel
$425K–$735K
new revenue a year on the table (organic + AI)
34,800
non-branded searches a month in your focus categories
96% / 48%
of impressions are non-branded, but only 48% of clicks
50 / 100
AEO readiness today, Certified is 80
Where you focus, at a glance
Mattresses
~13,500 searches / mo
The prize
70% of your sales now, and invisible in AI. Ecosa owns the answer. This is the win.
Bed frames
~15,500 searches / mo
You win
Your beachhead. Cited first in AI because your name is the category. Defend and extend.
Toppers & headboards
~6,500 searches / mo
Expanding
The adjacent lanes you have just moved into. Easy, on-brand wins to fold in.

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. Focus is mattresses and bed frames, with toppers and headboards folded in. GKP + Ahrefs + SEMrush

2. Where The Flatpack sits today

You started in 2019 as Otago students who could not find a decent, affordable bed that shipped flat and went together fast. Six years and 15,000-plus beds later you are a genuine NZ brand, doubling revenue two years running toward roughly $9M, with a 4.8 out of 5 rating across 569 reviews on your hero frame alone. The foundations are good. This is growth on a proven base, not a rescue.

Your channels, by how well they convert
ChannelConversion rateOrder valueRead
Email (Klaviyo)3.44%~$1,100Best, but retention only, not new customers
Organic search2.15%~$1,100Highest-value new-customer channel, under-fed
Google paid1.63%~$1,100Works, but rented and stops when you stop paying
Paid sociallower~$1,100High spend, low conversion

Your Shopify attribution. Average order value sits around $1,100 (a mattress around $800 to $900, a bed frame $600 to $700, often bought together). Shopify

One data note, so the numbers are honest. Your site-wide conversion looked like 0.2% in the raw pull, which is wrong. That is your separate student business sharing the same domain and analytics while converting off Shopify, dragging the blended figure down. Your true site-wide rate is about 0.7%, and organic specifically converts at 2.15%. We model on the real numbers, and they sharpen further once we filter the student traffic out together.
You appear everywhere. You win almost nowhere.
Where you appearnon-branded impressions
96%
What you winnon-branded clicks
48%

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. AI already sends you buyers too: your analytics show an AI Assistant channel driving 19 orders and around $2,000 last quarter, with nothing optimised for it. GSC + GA4

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. Most of the demand is low difficulty.

3a. Validated demand (a sample of head terms)
TermSearches / mo (NZ)DifficultyAI Overview live?
mattress topper nz3,600Low (0)-
bed frames nz2,900Low (1)-
bed base nz2,900Low (1)-
headboards nz2,900Low (0)-
mattress nz1,900Mid (26)-
foam mattress nz1,900Low (10)-
queen mattress nz1,600Low (15)-
best mattress nz590Low (0)Yes

Triangulated across Google Keyword Planner, Ahrefs and SEMrush (median of three), NZ. We triangulate because Ahrefs alone undercounts NZ terms badly. AI Overviews already fire on buying-decision terms like "best mattress nz", live proof the AI layer answers these now. GKP + Ahrefs + SEMrush

3b. From category demand to dollars
Full categorysearches / mo, NZ
~83,000
Winnable poolorganic clicks / mo
~16,500
You todayyour share of the pool
~12%

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

3c. The AI questions you are absent from

We mined 70 real questions Kiwis ask AI engines about your category, from Google's "People Also Ask", Reddit threads with hundreds of comments, and review language. The pattern is stark.

Prompt clusterCited todayFlatpack?
Flat-pack bed framesThe Flatpack, Mocka, TargetWins
Best mattress / mattress-in-a-box NZEcosa, TSB Living, nzbeds, MoneyHubAbsent
Mattress buying (firmness, "do I need a base")Ecosa, Consumer, review sitesAbsent
Comparison & "best value" round-upsReview sites, Reddit, listiclesAbsent
Student / first-flat bedsWise Move, The Warehouse, StuffAbsent
The first-mover window. Almost no NZ mattress brand deliberately publishes the answers AI engines cite, and there are only a handful of mattress-in-a-box players here. You are cited where you have content and invisible where you do not. That is not a mystery, it is a to-do list, and the brand that answers these questions first becomes the default before the rest wake up.

4. The opportunity, in dollars

Everything here is anchored to your validated 2.15% organic conversion and roughly $1,100 order value. Share and market size are directional at plus or minus 40%. The engine has two parts: organic taking a bigger share of the 16,500-click pool, and AI search, modelled as a separate column so nothing double-counts.

The compounding curve
$400k$500k$600k$700k$800k$900k$1000k$1100kYou own the systemTodayMonth 3Month 6Month 9Month 12Month 18Compounds, and does not switch off

Modelled organic run-rate over the engagement and beyond. Foundations land in the first six months (the flatter stretch), then content and authority compound. Hover any point on the live version for the phase and figure. This is why search and AI are a 6 to 12 month play, not a switch you flip, and why owning the system matters: it does not switch off. Modelled, directional

The revenue ladder (organic first-order, per year)
Today~12% share
~$570K
Conservative18% share
~$855K
Mid22% share
~$1.05M
High25% share
~$1.18M

Chain: clicks = share x 16,500 pool; orders = clicks x 2.15% conversion; revenue = orders x $1,100. Your "today" row reconciles with your actual non-branded organic revenue, so the ladder sits on solid ground. GA4 + GSC Modelled share

The full picture: new revenue over today's baseline (per year)
CaseOrganic new+ AI search newCombined / yrCombined / moWith repeat (x1.15)
Conservative+$285,000+$140,000+$425,000~$35,000~$490,000
Mid+$480,000+$255,000+$735,000~$61,000~$845,000
High+$610,000+$400,000+$1.01M~$84,000~$1.16M

AI search is modelled from your existing AI Assistant orders (already ~$92K a year unoptimised), lifted as you break into the mattress answers you are absent from. Repeat multiplier is a modest 1.15x, matched to your ~8% repeat rate and growing referrals, to validate against your Shopify data. It is upside, not the headline. Modelled, plus or minus 40%

$61,000
mid-case new revenue per month, organic and AI combined
$47,000
value of every 1% of category share, per year
16,500
winnable organic clicks per month in your focus categories

5. Who you are up against, and the authority play

BrandOrganic visits / moKeywordsTop-3DRRead
Mocka~136,0006,6482,10847Broad furniture leader, the long-horizon ceiling
Ecosa~42,8002,67876730Owns mattresses, the nearer target
Sleepyhead~5,60089941032Legacy brand, mostly branded traffic
The Flatpack~8,50047916821Strong on bed frames, thin on mattresses

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

Authority is where the mattress game is actually won. Roughly two-thirds of what AI engines cite comes from third-party sites, not your own. For a high-research buy like a mattress, that means Reddit threads, "best mattress NZ" round-ups, Consumer and MoneyHub reviews, and comparison pages. Ecosa and the review sites hold those today; you hold none of them. That is the highest-leverage, longest-compounding lever you have, and it is exactly the local, honest, New-Zealand-owned story that plays well against a big Australian brand. There is not even an NZ mattress-buying community on Reddit yet. That is a lane to own, not just enter.

Our honest sequencing: the first six months build the technical and content foundations that 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.

6. 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 Flatpack50/100
Structured · strong bones
Technical15/25
Content10/25
Authority15/25
Measurement10/25
+30
points to Certified. You are already halfway, carried by strong Technical and Authority. The climb is Content and Measurement.
Where you are  ·  where you need to be
The Flatpack
50 / 100
Today · Structured, 50 / 100 Where you need to be · Certified, 80 / 100

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

FindingStatusFix
AI crawlers welcomed (GPTBot, ClaudeBot, Perplexity)Strong, all allowedDone
Product schema + reviews (4.8 / 569)Valid and strongAdd GTINs
Organization / WebSite schemaMissingHours
Mobile Core Web VitalsFailing (Lighthouse 54)Weeks
Content engine (blog)You have none yetThe main build
Authority (DR 21, 331 referring domains)Base present, unmanagedThe long game
AI-visibility measurementNone yetBaseline + tracking

The single highest-leverage foundation fix 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 above into revenue.

You asked for proof, so here it is. PinkBins is a comparable NZ business at a similar scale, and we have run its search for five years. It now ranks in the top three on its core commercial terms, pulls thousands of organic visits a month, and off the back of that foundation already shows up in Google's AI Overviews and ChatGPT. Different category, same playbook: technical and content foundations first, then authority, measured the whole way. That is exactly the path this document lays out for your mattress category.

7. The six-month transformation

A done-for-you AI and Search transformation over six months. We build and run the whole thing on our side, so there is no platform subscription to learn and nothing for your small team to maintain. Over the six months your presence goes from winning bed frames to competing hard for mattresses.

1Foundations (0-30 days)

Fix Core Web Vitals, add Organization schema and GTINs, tidy the sitemap, filter the student traffic out of measurement, and baseline your organic and AI visibility. Calibrate to your voice and positioning: mid-market affordable, not cheap.

2Content engine on (31-90 days)

Stand up the blog and buying-guide engine aimed at the mattress questions you are absent from, and lift your ranking pages from page two into the top three. Around 100 pieces sized to your catalogue over the six months. By day 90 you are AI-certified at 80 out of 100.

3Authority + compounding (91-180 days)

Turn on the authority engine: review-site placements, comparison round-ups, and a real Reddit presence in the mattress conversation, measured against your baseline. By month six you are transformed: cited across mattresses and bed frames, organic climbing.

Then the system is yours. At the end of the six months you own everything outright, the foundations, the content, the links and your AI-Ready certification, on your own low-cost platform login rather than a big agency retainer. From there it is your choice: run it in-house in an hour or two a week, keep us on for fractional support, or have us keep running it for you. No lock-in, and you keep everything we build.
Why six months, not twelve. Traditional SEO talks in twelve-month horizons. AI compresses that: we produce content at a volume and quality that used to take a year, so the foundation lands in six months and starts compounding, not twelve. Speed is the point.

Search volumes triangulated across Google Keyword Planner, Ahrefs and SEMrush (NZ), July 2026. Conversion rate, order value and organic revenue from your Google Analytics, Search Console and Shopify. Competitor footprints from Ahrefs Site Explorer, estimated. Revenue figures are directional and not a guarantee of results. Pricing is set out separately in the proposal.