Generative Engine Optimisation

When Buyers Ask AI, Make Sure It Names You

Millions of searches now end inside a ChatGPT, Gemini or Google AI Overview answer — no clicks, just a recommendation. GEO makes your brand the source those engines quote, so you win customers the moment they ask.

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69%
of Google searches now
end without a click
15.9%
conversion rate from
ChatGPT referrals
16%
of brands track their
AI visibility at all
GEO
Generative Engine
Optimization
ChatGPT
Google
AI Overviews
Gemini
Perplexity
Copilot
01 — The shift

The click era is ending faster than most budgets have noticed

Four numbers that changed the maths of organic visibility between 2024 and 2026.

56% → 69%
Zero-click searches on Google, in the twelve months after AI Overviews launched.
Similarweb, 2025
25–60%
of searches now return an AI Overview — the range varies by tracker, the direction does not.
Conductor / AWR, 2026
84%
of AI citations come from earned media — third-party coverage, not your own pages.
Instant Press, 2026
17–38%
of AI-cited pages also rank in the organic top ten. Ranking and being cited are two games.
Instant Press, 2026
02 — What it is

Classic SEO wins a ranking. GEO wins the mention inside the answer.

Generative Engine Optimisation is the practice of optimising your content, structure and authority so generative AI engines — ChatGPT, Gemini, Perplexity and Google’s AI Overviews — cite your brand when they answer a question.

In practice it covers everything that shapes whether an engine understands, trusts and quotes you: how content is written and structured, the schema that makes it machine-readable, the depth of expertise you demonstrate, and the mentions you earn across the web.

It matters now because AI search has moved from novelty to daily habit — and because the brands being recommended inside today’s answers are compounding an advantage that gets more expensive to close every month.

Answer, not a link
Named where the decision is actually made.
Trust by association
A citation reads as a recommendation.
Better-qualified traffic
Fewer visits, far higher intent.
Engine by engine
Each engine weighs the signals differently. We tune for all four.
Google AI Overviews
51.4% of citations
Blends classic ranking with AI synthesis. Won with strong organic SEO, answer-first sections and complete schema.
ChatGPT
87% of AI referrals
Rewards entity authority and demonstrable expertise. Won with E-E-A-T signals and structured, quotable answers.
Perplexity
citation-led, live search
Favours recent, verifiable content. Won with freshness management, factual clarity and citable data points.
Gemini
entity-first
Leans on entity understanding and Google trust signals. Won with entity optimisation and topical authority.
Citation share: Analyze AI study of 83,670 AI citations, 2026. Referral share: Conductor benchmarks, 2026.
03 — The Sachkhand Blueprint

How We Get Your Brand Cited by AI

A six-stage proprietary process refined across hundreds of GEO engagements — delivering first citations in weeks, not quarters.

01

GEO Visibility Audit

We query 4 AI engines for your 50 most valuable questions, document every citation — yours and competitors' — and give you an honest baseline before a single change is made.

02

AI Answer Architecture

Priority pages restructured answer-first: the direct quotable answer sits at the top, depth and evidence follow. This is exactly the format AI engines are trained to extract and credit.

03

Entity & Schema Engineering

We make your brand a clearly-defined entity across the web — structured data, knowledge panel signals, sameAs connections — so AI can say who you are with confidence.

04

Topical Authority Clusters

Deep-first content clusters on your highest-priority topics. Comprehensive, interlinked coverage signals to AI that your brand is the go-to source — not a single-page mention.

05

Digital PR & Citation Earning

84% of AI citations originate from third-party sources. We secure credible mentions in publications, directories and industry sites so engines corroborate your brand from multiple trusted sources.

06

Citation Monitoring & Compounding

Monthly: we query AI engines, report your citations in plain English, correct inaccuracies within two weeks, and double down on whatever earns mentions. Results compound every month.

04 — What’s changing in 2026

Five shifts we build every GEO programme around

The tactics that earned citations in 2024 are not the ones earning them now.

01
Entities over keywords
Engines answer about things, not strings. We define your brand, people, products and services as connected entities so an engine can say who you are without guessing.
02
Earned media does the heavy lifting
With 84% of citations coming from third-party coverage, digital PR is no longer a link tactic — it is the main supply line into AI answers.
03
Multimodal content units
Today’s models read text, images, video and audio together. Untitled images and untranscribed video are citation potential left on the floor.
04
Answers are local and personalised
Ask an engine for a nearby provider and it applies geographic context from local entity data — so location signals now decide local AI answers too.
05
Monitoring is brand management
Teams that monitor catch a wrong or lost citation in about two weeks. Teams that don’t find out months later — and competitors cause 80% of those losses.
THE WINDOW
Most enterprise teams have a GEO programme. Most smaller teams have not started.
That gap is the whole opportunity, and it is closing month by month.
Start with the audit →
05 — Why Sachkhand

Built differently. Measured on citations.

Most agencies pivoted to GEO last year. We’ve been building the signals engines cite since 2017.

AI + Classic SEO — One Team

We don’t silo GEO from SEO. Pages that rank well surface in AI Overviews. We optimise both in a single integrated engagement so you win rankings and citations.

Integrated strategy · no silos

Real Citation Verification

We actually query ChatGPT, Gemini, Perplexity and AI Overviews for your target questions every month. You see real answers, not estimated proxies or inferred metrics.

Live AI queries · honest reporting

Senior GEO Specialists Only

No account managers. No juniors learning on your budget. An experienced GEO strategist who has worked across industries runs your engagement from audit through reporting.

Senior specialist · direct access

Built on 8 Years of Authority

The E-E-A-T signals, topical authority and digital PR relationships that underpin GEO are exactly what we have built for clients since 2017. The infrastructure is already in place.

Since 2017 · proven track record
06 — Measurement

If you can’t see your citations, you can’t defend them

The hard part of GEO in 2026 is not the work, it is the reporting. Zero-click answers send no session to attribute, so we report on the four measures that actually track your presence inside AI answers — reviewed with you every month.

AI citation frequency
How often you’re named, per engine, per question set.
Share of answers
Your slice of citations against named competitors.
Representation accuracy
Whether what engines say about you is actually correct.
AI referral quality
Sessions, engagement and conversion from AI sources.
Where your citations came from
30 days
↑ 23% vs previous period
Google AI Overviews51%
ChatGPT22%
Perplexity15%
Gemini12%
38
Questions where you’re cited
2
Inaccurate claims corrected
07 — The process

Four stages, repeated every month

01
Diagnose AI visibility
We benchmark how often engines cite you today, who they cite instead, and which questions you should own.
02
Engineer for extraction
Priority content restructured answer-first, schema added, media labelled and transcribed so engines can quote you accurately.
03
Build entity authority
Entity signals strengthened and credible third-party mentions earned, because that is where most citations originate.
04
Monitor and compound
Citations tracked monthly, errors corrected within weeks, and whatever earns mentions gets doubled down on.
08 — Performance targets

The targets we set for GEO engagements

Across every industry and market size the signals that win AI citations are the same, so we plan every engagement against the same set of targets.

+210%
Target AI Overview citation increase
71%
Target AI answer share in priority queries
15.9%
Target conversion rate from AI referrals
6 wks
Target time to first verified AI citation
3,150
Target monthly AI referral visits
38+
Target questions owned per client

These are planning targets rather than a record of past client averages. Outcomes vary with market, competition and starting authority — we agree a realistic range against your own baseline before an engagement starts.

09 — Representative scenarios

GEO in action — three industries, one outcome

Composite scenarios drawn from situations we see repeatedly — they illustrate method, not the account of any single named client.

Case Study 01 · Health & Wellness
UK supplement brand with zero AI visibility
The Challenge

Strong organic rankings but 0% AI citation share. Competitors dominated every AI answer for target supplement queries, including ChatGPT product recommendations.

Sachkhand’s Approach

Answer-first content restructure across 22 pages, medical E-E-A-T schema, entity signals, and digital PR outreach to 14 health publications earning 38 credible citations.

Results — 90 days
+280%
AI Overview citations
63
Questions now owned
18.3%
AI referral conversion
AI citation share2% → 34%
Case Study 02 · E-commerce
Fashion brand invisible in AI product recommendations
The Challenge

Ranked on page 1 for competitive fashion terms but never appeared in AI “best of” product queries. Revenue from AI channels was zero despite strong organic performance.

Sachkhand’s Approach

Product comparison content architecture with structured buying-guide pages, product and review schema, brand entity optimisation, and fashion media digital PR.

Results — 4 months
47
AI “best of” answers
12%
Revenue from AI
+165%
Organic improvement
AI citation share0% → 29%
Case Study 03 · B2B Technology
SaaS company losing deals to a competitor AI owned
The Challenge

A competitor was cited in 78% of AI answers for software comparison queries. Prospects arrived pre-sold on the competitor before a conversation had started.

Sachkhand’s Approach

Deep topical authority cluster across 34 comparison pages, structured FAQ schema, digital PR to G2, Capterra and 11 tech publications, and rapid entity correction.

Results — 5 months
4→31%
Citation share shift
+420%
AI referral traffic
Top 3
Cited source for all targets
AI citation share4% → 31%
Get your free GEO audit
10 — Questions

The six we get asked most

Short answers to what buyers actually ask before they commit. If yours isn’t here, it’s the first thing we’ll cover on the audit call.

What is Generative Engine Optimisation (GEO)?
+
GEO optimises your content, structure and authority so AI engines like ChatGPT, Gemini, Perplexity and Google’s AI Overviews cite your brand in their answers. Classic SEO wins a ranking; GEO wins the mention inside the answer.
How is GEO different from traditional SEO?
+
They share foundations, but the goal differs. SEO targets a position in a list of links; GEO targets inclusion in an AI-generated answer. We run both together, since pages that rank well often surface in AI Overviews too — though only a minority of AI-cited pages sit in the organic top ten, which is exactly why GEO needs its own work.
How do AI engines decide which sources to cite?
+
They favour content that answers the question directly, is easy to parse, shows clear expertise, is corroborated by third-party coverage, and stays fresh. Weighting differs per engine: freshness matters most on Perplexity, schema and ranking on Google AI Overviews, entity authority on ChatGPT.
Will GEO reduce my website traffic?
+
It shifts where visibility happens. AI search sends fewer visits than classic organic, but far better-qualified ones — AI-referred visitors convert several times above the organic average. We keep capturing the queries that still drive visits while winning the answers that don’t.
How do you measure GEO success?
+
Citation frequency per engine, your share of answers against named competitors, how accurately engines describe you, and the quality of AI referral traffic. Reviewed monthly, in plain English.
How long does GEO take to show results?
+
Early citations typically appear within a few months as engines re-crawl improved content and entity signals. It compounds from there, as authority and structured coverage grow.

Ready to be the answer AI gives?

A free GEO visibility audit: where engines cite your competitors instead of you, which questions you can realistically win, and what it would take. Yours whether or not you hire us.

Get my GEO audit
AI Citation Growth
+210%
↑ avg. in 6 months
M1 M2 M3 M5 M6 +210%
AI citation frequency over 6 months
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