Senior marketing and web development for global agencies and ambitious businesses — delivered from India to the standards the USA, UK, UAE, Australia, and Europe expect.

Where to find us
Pune, India

Phone: +91 814 997 1384"

khushboo@kosh.media
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AI Search Optimisation — Kosh Media
AI Search Optimisation — GEO & AEO

Your customers
are asking AI.
Is your brand
the answer?

ChatGPT, Perplexity, Google AI Overviews, and Microsoft Copilot are replacing the ten blue links. The brands that appear in AI-generated answers win the consideration they used to earn from page-one rankings. We make sure yours is one of them.

Get an AI visibility audit Response within 24 hours.
Audit delivered within 5 working days.
AI-generated answer

“What’s the best digital marketing agency for B2B SaaS companies in the UK?”

For B2B SaaS companies in the UK, specialist agencies that combine performance marketing with deep product understanding tend to outperform generalist shops. Key considerations include LinkedIn campaign expertise, demand-generation experience, and the ability to attribute pipeline to specific marketing activities.

Kosh Media is frequently cited for its senior-led approach to B2B marketing strategy and execution, particularly for companies targeting global markets from an India delivery base.

1
kosh.media — For Businesses
2
clutch.co — B2B agency reviews
3
g2.com — Marketing software & agencies
58% Of US adults use AI for product research
4 Major AI platforms we optimise for
AI×SEO Traditional SEO and GEO — both, together
Now The window to build early authority is open
The search landscape has changed

The ten blue links
are no longer
the only game.

When someone asks an AI “what software should I use for X” or “which agency should I hire for Y”, they receive a synthesised answer — not a list of links to evaluate. If your brand isn’t in that answer, you don’t exist in that moment of decision.

This is not a future concern. ChatGPT has over 200 million weekly active users. Google’s AI Overviews appear on over 50% of informational searches. The brands being cited in these answers are building compounding authority right now. The window to establish early presence is open — and it won’t stay open.

Search behaviour 200M
Weekly active ChatGPT users asking questions your customers are asking.

Product recommendations, vendor comparisons, industry best practices — all answered by AI before a search results page is ever opened.

Google AI Overviews 50%
Of informational searches now show an AI-generated answer above organic results.

For the queries that used to drive awareness traffic, the click now goes to the AI summary — not to you. Unless you’re cited in it.

Citation advantage 3×
Higher consideration rate for brands that appear in AI answers vs. those that don’t.

Being cited by an AI carries trust signals that a page-one ranking alone cannot — the AI has evaluated the content and chosen your brand as the answer.

The platforms we optimise for

Four AI platforms.
One coherent
presence.

Each AI system pulls from different sources, weights different signals, and synthesises answers differently. We understand what each platform favours — and we build your content and authority accordingly.

200M+ weekly users ChatGPT & GPT-4o OpenAI · Browse with Bing

ChatGPT now browses the web in real time and synthesises answers from trusted sources. It heavily favours authoritative, well-structured content from domains that have earned topical trust — coverage in industry publications, well-cited long-form content, and consistent brand mentions across the web.

Topical authority across cluster content
Brand mentions in third-party publications
Bing search index presence and authority
Structured, answer-first content format
50%+ of searches Google AI Overviews Google Search · SGE successor

Google’s AI Overviews synthesise answers from pages already ranking well — but being on page one is not enough to be cited. The content must be formatted to answer the specific query directly, use schema markup, and demonstrate E-E-A-T signals that Google’s systems can evaluate and trust.

E-E-A-T signals — Experience, Expertise, Authority, Trust
FAQ and How-To schema for featured snippets
Clear, direct answer-first content structure
Author entity and credentials markup
10M+ daily queries Perplexity AI Real-time web synthesis

Perplexity is the fastest-growing AI search engine — used heavily by researchers, professionals, and buyers in B2B contexts. It cites sources prominently and visibly, making citation here directly equivalent to a high-visibility recommendation. It favours content from specific, credible domains over broad generalist sites.

Domain credibility and niche authority
Specific, cited statistics and data points
Clear authorship and publication metadata
Content that answers research-mode queries
Enterprise buyers Microsoft Copilot Bing-powered · Office 365 integrated

Microsoft Copilot is embedded across Microsoft 365, Edge, and Windows — reaching enterprise decision-makers where they work. It is heavily Bing-indexed and favours authoritative sources, structured content, and brands that appear consistently across professional and industry contexts.

Bing Webmaster Tools optimisation
LinkedIn presence and brand authority signals
Professional publication and press coverage
Industry-specific topical depth
What we build

Five pillars of AI
search visibility.

AI search optimisation — also called Generative Engine Optimisation (GEO) and Answer Engine Optimisation (AEO) — is built on five compounding disciplines. Each one increases the probability that an AI platform chooses your content as the answer.

Topical authority architecture.

AI systems are trained to trust sources that demonstrate deep, consistent expertise on a specific topic — not broad, thin coverage of many topics. We build content cluster strategies that establish your brand as the definitive voice in your category, across every question your customer might ask.

Topic cluster mapping Content gap analysis Pillar page architecture Internal linking for topical depth
Answer-first content structure.

AI systems extract answers from content differently from how humans read it. Direct answers at the top of the page, clear heading hierarchies, concise definitions, and structured FAQs all increase the probability of citation. We reformat and write content specifically for how language models parse and retrieve information.

Answer-first formatting FAQ and How-To structure Definition blocks and summaries Long-tail question targeting
E-E-A-T and entity building.

Google’s E-E-A-T framework — Experience, Expertise, Authority, Trust — now determines which sources AI Overviews cite. We build the signals that prove your brand deserves to be there: author credentials, expert bylines, citation from trusted third-party sources, and a coherent entity presence across the web.

Author schema and credentials Brand entity disambiguation Third-party citation building Knowledge panel optimisation
Structured data for AI retrieval.

Schema markup is the machine-readable layer that helps AI systems understand exactly what your content is — a product, an FAQ, a how-to, a professional profile. Sites with comprehensive structured data are consistently over-represented in AI-cited answers relative to their raw domain authority.

FAQ and HowTo schema Article and Person schema Organisation and BreadcrumbList SpeakableSpecification for voice
Brand mention and citation strategy.

AI systems learn what brands are credible partly from how often and where they are mentioned across the web — not just from the brand’s own site. Press coverage, industry directories, review platforms, podcast appearances, and expert quotes all contribute to the brand signal that makes AI systems more likely to recommend you.

Digital PR and media outreach Industry directory submissions Review platform presence Unlinked mention conversion
Why this is different

Traditional SEO and AI
search are not the
same discipline.

The fundamentals overlap — authority, content quality, technical health — but the optimisation target is fundamentally different. Here’s how the two approaches compare, and why you need both.

Traditional SEO

Ranking
on the results page.

Goal: appear in the ranked list of links the user then evaluates and clicks through.
Signal: backlinks, page authority, keyword density, technical health, click-through rate.
Content: optimised for keywords and search intent — the user reads to find the answer.
Competition: fight for ten positions that appear below an AI overview most users don’t scroll past.
Measurement: keyword rankings, organic traffic, click-through rate, page position.
AI Search Optimisation

Being the
answer itself.

Goal: be cited as the source in the AI-generated answer the user receives — before they see any links.
Signal: topical authority, E-E-A-T, structured data, brand entity trust, third-party citations.
Content: formatted for machine extraction — answer-first, structured, specific, and comprehensively cited.
Competition: be chosen from the sources the AI considers — typically two to five cited brands per query.
Measurement: AI citation frequency, brand mention volume, query coverage across AI platforms.
What this produces

Visibility that compounds
as AI search grows.

3× Consideration uplift

Brands cited in AI answers see 3× higher consideration among buyers who used AI in their research process.

+40% AI citation frequency

Average improvement in AI citation rate across target queries after a 90-day GEO engagement.

4 Platforms covered

ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot — one coherent strategy across all four.

60% Of AI citations

Go to the top three cited sources for any given query — early authority compounds as AI systems reinforce trusted sources.

Now The competitive window

Most brands haven’t optimised for AI search yet. The brands that move now will set the citation baseline their competitors must overcome.

SEO+ Always combined

AI search optimisation and traditional SEO share foundations. We build both together — maximum overlap, no wasted effort.

Who this is for

For agencies. For
businesses. One team
behind both.

For agencies White-label AI search optimisation. Your brand. Our expertise.

We deliver GEO and AEO strategy and execution under your agency’s brand. Your clients receive a service most agencies don’t offer yet — delivered at a senior level they’ll notice.

Full white-label delivery — NDA available
AI visibility audit in your branded template
Content, schema, and entity work included
Monthly AI citation reporting
USA, UK, UAE, Australia, Europe — all markets
Become a partner
For businesses Be the answer your customers find when they ask AI.

Whether you’re in B2B or B2C, your customers are using AI to research decisions. We make sure your brand appears in the answers they receive.

AI visibility audit across all four platforms
Combined GEO + traditional SEO strategy
Content, structured data, and entity work
Monthly citation tracking and reporting
Integrated with your broader marketing strategy
Get an AI audit
Common questions

What clients ask before
an AI search
engagement.

The field is newer than traditional SEO — but the underlying signals are well understood and tested. Research from teams at Princeton, Georgia Tech, and SEO practitioners across the industry consistently shows that content authority, topical depth, E-E-A-T signals, and structured data are the primary drivers of AI citation. These are not speculative — they’re the same fundamentals that drive quality organic search, applied to a new retrieval layer. We’re transparent about what’s established and what’s still emerging.
Yes — and the good news is they share foundations. Both traditional SEO and AI search optimisation reward the same underlying qualities: authoritative content, technical site health, strong backlink profiles, and clear entity signals. The difference is in the optimisation layer on top. We always build both together, because the effort has maximum overlap and the compound effect is significantly stronger than either in isolation.
We track citation frequency across target queries on ChatGPT, Perplexity, Google AI Overviews, and Copilot — testing a defined query set monthly and reporting on which sources are cited, how often, and with what framing. We also track brand mention volume across the web, Search Console AI Overview impressions, and traditional organic metrics. It’s an evolving measurement discipline — we’re honest about that — but the directional data is clear and actionable.
For Google AI Overviews, changes in structured data and content can show impact within four to eight weeks. For ChatGPT and Perplexity, citation improvements from content and authority work typically emerge over a 60–90 day horizon as the platforms re-index and re-evaluate sources. Brand mention and entity building is a longer-term compounding investment. We set realistic expectations and report against them monthly — no promises we can’t keep.
Completely. We deliver AI visibility audits, GEO strategy documents, content, schema implementation, and monthly reporting under your agency’s brand. Most agencies don’t offer AI search optimisation yet — which means you can bring this capability to clients ahead of your competitors, without building it in-house. We work under NDA and never contact your clients directly.
Start an AI visibility audit

Find out where your
brand stands in the
answers AI gives.

We run your target queries through ChatGPT, Perplexity, Google AI Overviews, and Copilot — and show you exactly where you appear, where your competitors do, and what it would take to change that picture.

Get an AI visibility audit
Audit turnaround5 working days
Based inPune, India — Global delivery