How Search Differs by Category

One specialisation. Many markets.

We specialise in search and AI visibility, not in an industry. The method does not change from client to client. What changes is how people search, what they weigh before choosing, and which answer an AI assistant reaches for.

Below is how that plays out across the categories we see most often. If yours is not here, the method still applies.

Considered, Researched Purchases

When the buyer researches for months

Long cycles, several people in the room, and a search history that starts with a problem rather than a product. Visibility has to hold across the whole of that, and increasingly it is an AI assistant summarising the category before a human ever reads a page.

B2B SaaS & Technology

Buyers ask an assistant to compare the category before they ever shortlist. Being absent from that answer costs you the evaluation, not just the click.

What we do

  • Bottom-funnel keyword targeting
  • AI answer visibility (AEO/GEO)
  • Content built to be cited
  • Paid search and LinkedIn support
  • Pipeline attribution
SaaS StartupsEnterprise SoftwareDev ToolsB2B PlatformsAPI Companies
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E-commerce & DTC

Product and category discovery is moving into AI answers and shopping surfaces. Getting named there is the difference between being compared and being skipped.

What we do

  • Product & category SEO
  • Google Shopping & Meta Ads
  • AI search product visibility
  • Conversion rate optimization
  • Revenue attribution & ROAS tracking
DTC BrandsOnline RetailersSubscription BoxesMarketplacesShopify Stores
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Professional Services (B2B)

Nobody buys a consultancy from a paid ad. They search, read, and check who is cited as knowing the subject. Visibility here is authority made measurable.

What we do

  • Authority-building content
  • Case study development
  • SEO for service keywords
  • Account-based marketing support
  • Webinar & event promotion
Consulting FirmsMarketing AgenciesIT ServicesHR ConsultingManagement Consulting
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Financial Services & Fintech

High-intent, heavily researched queries in a category where trust signals decide everything. Compliance-aware work, held to the same visibility standard.

What we do

  • Compliance-aware content
  • Trust-building messaging
  • Comparison & alternative content
  • SEO for high-intent financial queries
  • Thought leadership & reports
Fintech StartupsPayment PlatformsLending TechInsurance TechWealth Tech
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Startups & Venture-Backed

No brand recall yet, so every buyer arrives through a search or an assistant. Building that surface early is cheaper than buying attention later.

What we do

  • Category and problem-level SEO
  • AI answer visibility from day one
  • Founder-led authority content
  • Paid search where organic is too slow
  • Tracking that survives the next raise
Seed StageSeries ASeries BMarketplace StartupsAI/ML Companies
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Same Methodology, Adapted Playbook

How our approach differs by market

For B2B Companies

  • Full-funnel demand generation

    Awareness through conversion, optimized for pipeline

  • Thought leadership content

    Authority-building articles, guides, and reports

  • AI visibility for buyer research

    Optimized for ChatGPT, Perplexity, and AI Overviews

  • LinkedIn & Google Ads

    Precision targeting for B2B buyers and accounts

  • Pipeline attribution

    Reporting tied to MQLs, SQLs, and revenue

For Local Businesses

  • Local SEO & Google Business

    Map pack, local keywords, citation building

  • Review generation

    Systematic approach to building social proof

  • AI visibility for local queries

    "Best [service] near me" in AI assistants

  • Google Ads & Local Service Ads

    High-intent local traffic and lead generation

  • Lead tracking

    Calls, forms, and appointments attributed to channels

FAQ

Common questions

None of them. We specialise in search and AI visibility, and we run that across every client rather than splitting attention over unrelated disciplines. That is where the depth comes from. Grouping by category on this page is about search behaviour, not about claiming an industry credential.

The queries, the competitive set, and how much of the decision happens before anyone reaches your site. A considered purchase is researched over weeks by several people, so visibility has to hold across a long trail of questions. A local decision is often made within the hour from a map pack and a review count. Same method, different surfaces to win.

It is the work of getting named in the answer itself, rather than in a list of ten blue links below it. When someone asks ChatGPT, Gemini or Perplexity to recommend an option, the assistant returns a short answer and usually a single name. Being on page one is no longer the same as being considered. Most businesses have never been checked for this, which is why it is the first thing the Diagnostic Audit measures.

Almost certainly. The categories here are the search patterns we see most often, not a list of the only businesses we take. The question that matters is whether being found decides who gets considered in your market. If it does, the method applies. The Diagnostic Audit is where we establish what your actual queries and competitive set look like.

It depends on your starting point, how contested your queries are, and how much ground there is to make up, which is exactly what the Diagnostic Audit is for. As a general shape: technical and profile fixes move first, local position and review signals move over a few months, and content-led authority compounds more slowly than that. We would rather tell you the honest timeline after reading your situation than quote an average that was never about you.

Yes, we work with businesses targeting US markets regardless of where they're headquartered. We also support international SEO for businesses targeting multiple countries. Book a consultation to discuss your specific geographic targets.

Not on the list?

The category is not the qualifier

The question is whether being found decides who gets considered in your market. If it does, this applies to you, and the Diagnostic Audit is where we find out how much ground there is to make up.