Oxwyn Studio
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Discovery before delivery

Research-led digital strategy before we build.

Research & Strategy is a two-to-three week, research-led engagement that maps your market, buyer, search surface and technical constraints before any build begins. You leave with a written digital strategy document, covering positioning, information architecture, an SEO/AEO/GEO visibility audit and a sequenced 90-day roadmap, that you could hand to any competent team.

Market intelligence · system view

0opportunity
Strong fit

Demand, gaps and visibility scored

Google · SEO
Perplexity · AEO
ChatGPT · GEO
Bing · Copilot

Signals discovered

Competitor gap

whitespace mapped

mapped

R&D pipeline · system view

One signal enters. Five research passes refine it. A written, build-ready strategy leaves. This is the engine behind every engagement.

  1. 01

    Market scan

    Category + demand signals

  2. 02

    Buyer mapping

    Jobs-to-be-done

  3. 03

    Search + AI audit

    Google · Perplexity · ChatGPT

  4. 04

    Synthesis

    Positioning + IA

  5. 05

    Strategy doc

    90-day plan out

What this fixes

The problems we hear before every brief.

Problem 1

You have a feature wishlist instead of a strategy.

Builds drift, scope inflates, and the launched product solves a problem no one paid you to solve.

Problem 2

Search and AI surfaces are invisible to you.

Competitors get cited inside ChatGPT, Perplexity and Google AI Overviews while your brand is absent from the answer.

Problem 3

Stakeholders disagree on who the customer actually is.

Copy, pricing and onboarding all drift in different directions, and every team rewrites them quarterly.

Oxwyn strategists mapping a user journey on a glass wall during a discovery workshop

Discovery workshop

Every engagement starts in the room, not in a template.

The method

Five stages, from raw signal to build-ready plan.

A repeatable research pipeline covering product discovery, competitor analysis, SEO, AEO and GEO visibility, positioning and a sequenced 90-day roadmap.

01

Discover

Stakeholder interviews, goal alignment, constraint capture.

KickoffGoals

02

Map

Competitor teardown and buyer job-to-be-done modelling.

TeardownBuyer map

03

Audit

Search and AI visibility across Google, Bing, Perplexity, ChatGPT.

SEOAEOGEO

04

Synthesise

Positioning, information architecture and message hierarchy.

PositioningIA

05

Sequence

A prioritised 90-day delivery plan you can hand to any team.

90-day planHandover

Search + AI visibility map

Where you show up today versus where the answers are won.

Opportunity →Current presence →High-opportunity gaps
Google Search
Google AI Overviews
Perplexity
ChatGPT
Bing / Copilot
Local map pack

Illustrative. Your real map is built from live SERP and AI-engine checks during the audit, then turned into a prioritised list of surfaces you can credibly win.

What's included

Every engagement ships with this.

  • Three-competitor teardown with screenshots and annotated notes
  • Keyword, AEO and GEO query sheet built from live search data
  • Information architecture and recommended sitemap
  • Positioning statement and message hierarchy
  • Search and AI visibility map across Google, Bing, Perplexity and ChatGPT
  • Sequenced 90-day delivery plan with effort and impact scoring

What you receive

Tangible deliverables, not a sales deck.

Competitor teardown board comparing three rival websites with annotations

Competitor teardown

Three closest competitors deconstructed: positioning, offers, funnels and the gaps you can credibly own.

Printed strategy document spread showing positioning, sitemap and roadmap

The strategy document

One written document: positioning, IA, content priorities, technical recommendations and the plan.

90-day delivery roadmap gantt chart with three phases

90-day roadmap

Every recommendation sequenced into phases, scored by effort and impact, ready to execute.

Depth of research

Six intelligence disciplines. One unfair advantage.

Most agencies skim one SERP and call it research. We run a full-spectrum market investigation: demand modelling, competitor teardowns, the SEO + AEO + GEO triple audit, buyer psychology and a measured data baseline. Every technique below runs on every engagement.

Analyst triangulating demand and visibility data across three monitors

Evidence, not opinion

01

Market & demand intelligence

We size the real opportunity, not a guess. TAM/SAM/SOM modelling, demand-trend mapping and seasonality so you build for where the market is heading, not where it was.

  • TAM / SAM / SOM sizing
  • Demand & trend mapping
  • Search-volume forecasting
  • Seasonality modelling
  • Pricing-sensitivity scan
02

Competitor teardown

Every serious rival reverse-engineered: their funnel, tech stack, content velocity, keyword footprint and the exact gaps you can credibly take.

  • Full funnel teardown
  • Tech-stack fingerprinting
  • Content-velocity tracking
  • Backlink-profile analysis
  • Gap & whitespace mapping
03

Search & AI visibility

The triple audit almost no agency runs: classic SEO, plus AEO citation testing inside ChatGPT and Perplexity, plus GEO across generative engines.

  • SEO ranking + technical audit
  • AEO citation testing
  • GEO generative-answer scan
  • Keyword cluster architecture
  • SERP-feature & intent mapping
04

Buyer & audience mapping

We model the humans who actually buy: jobs-to-be-done, objection mapping, channel behaviour and the exact language they search with.

  • Jobs-to-be-done modelling
  • Objection & friction mapping
  • Voice-of-customer mining
  • Channel-behaviour analysis
  • Persona & segment design
05

Positioning & messaging

Synthesis into a sharp, defensible position: category framing, a differentiation ladder and message architecture mapped to real demand.

  • Category & framing strategy
  • Differentiation ladder
  • Message architecture
  • Proof & narrative mapping
  • Naming & taxonomy
06

Data & analytics baseline

We instrument the truth before launch so every decision after is measured, not guessed. Clean baselines, clean attribution, honest reporting.

  • GA4 + GSC instrumentation
  • Conversion-event mapping
  • Attribution baseline
  • Vercel & PostHog setup
  • Reporting dashboards

No black box. The tools we triangulate across so the findings are evidence, not opinion.

  • Perplexity
  • ChatGPT
  • Claude
  • Ahrefs
  • Semrush
  • Google Search Console
  • GA4
  • Vercel Analytics
  • PostHog
  • Notion

FAQ

Questions buyers ask before signing.

What is the difference between SEO, AEO and GEO?

SEO (search engine optimisation) is about ranking in classic Google and Bing results. AEO (answer engine optimisation) is about being the cited source inside AI answers from ChatGPT, Perplexity and Google AI Overviews. GEO (generative engine optimisation) extends that to how generative engines summarise and recommend your brand. We audit and plan for all three because buyers now research across all of them.

Do I have to commit to a build afterwards?

No. The strategy document is yours and is written to be handed to any competent team, including your own. There is no obligation to build with us afterwards.

How long does a Research & Strategy engagement take?

Two to three weeks depending on category complexity and stakeholder availability. We agree a fixed schedule at kickoff so you know exactly when each deliverable lands.

What exactly do I receive at the end?

A single written document containing a three-competitor teardown, a keyword and AEO/GEO query sheet, an information architecture and sitemap, a positioning statement and message hierarchy, a search and AI visibility map, and a sequenced 90-day delivery plan.

Is this just an SEO audit?

No. An SEO audit is one input. This engagement covers product discovery, market and competitor research, buyer mapping, positioning, information architecture and a delivery roadmap, alongside the search and AI visibility work.

Who is this for?

Founders about to build or rebuild, teams preparing a funding round, and businesses that keep launching features without a coherent strategy. It is equally useful before a new website, a SaaS MVP or an AI tool.

How do you research AI and answer-engine visibility?

We run your category's real queries through Google AI Overviews, Perplexity and ChatGPT, record which sources get cited, and identify the questions where you could become the cited answer. That becomes a concrete AEO and GEO action list.

Can you work with our existing analytics and data?

Yes. We plug into GA4, Google Search Console and Vercel Analytics where available, and combine that first-party data with live SERP and AI-engine checks for an accurate picture.

Ready to scope it?

Start with strategy, not guesswork.

A senior strategist walks you through the exact document you would receive, on a 15-minute call.

Book a strategy call