AI SEO Agency

AI SEO Agency: Answer Engine and Generative Engine Optimisation

Featured in Digital Reference's Best UK Digital Marketing Agencies 2026 - AEO, GEO and LLM SEO run as one programme, inside one retainer.

An AI SEO agency gets your brand retrieved, trusted and cited by AI search systems: Google AI Overviews and AI Mode, ChatGPT, Perplexity, Gemini and Copilot.

Senior Specialists No Contracts Free Audit
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Companies we've worked with

Case Study - SEO · SAAS · CRYPTO

BullX: $1m+ in Organic Search Revenue in Six Months - From Zero

BullX is a crypto trading platform that engaged Visionary at ground zero - no rankings, no authority, no backlinks. Six months later, organic search was driving over a million dollars in attributable revenue, built through keyword research, technical SEO foundation, content production at velocity, and link building from a blank profile.

$1m+ 6 months

Organic revenue

6 mo

Engagement window

Zero

Starting authority

SaaS / Crypto

Vertical

ECOMMERCE GOOGLE ADS: +1,390% RevenueRead the ECOMMERCE GOOGLE ADS case study →SEO: +260% ClicksRead the SEO case study →GOOGLE ADS · UK FURNITURE E-COMMERCE: 9.31x ROASRead the GOOGLE ADS · UK FURNITURE E-COMMERCE case study →ECOMMERCE PPC: 8.87x ROASRead the ECOMMERCE PPC case study →SEO: +4,810% TrafficRead the SEO case study →GOOGLE ADS: 7.23x ROASRead the GOOGLE ADS case study →SEO: +23 Keywords in Top 3Read the SEO case study →LOCAL SEO: #1 Map Pack Across Entire CityRead the LOCAL SEO case study →LOCAL SEO: +520% Local LeadsRead the LOCAL SEO case study →SEO: +442% Organic PipelineRead the SEO case study →SEO: +520% Organic TrafficRead the SEO case study →SEO: +£1.6M Organic RevenueRead the SEO case study →SEO: 6.5x Organic LeadsRead the SEO case study →LOCAL SEO: +520% Organic LeadsRead the LOCAL SEO case study →LOCAL SEO: +286% Organic LeadsRead the LOCAL SEO case study →SEO: £4.2M Annual Organic RevenueRead the SEO case study →SEO: +364% Organic EnquiriesRead the SEO case study →SEO: +£1.6M Incremental Organic Revenue (Year 1)Read the SEO case study →SEO: +3,120 Monthly Organic Visits (from Zero)Read the SEO case study →LOCAL SEO: +46 Qualified Leads/Month (from 0)Read the LOCAL SEO case study →GOOGLE ADS: 12x Shopping ROAS (from 3.1x)Read the GOOGLE ADS case study →GOOGLE ADS: £1.6M Pipeline Influenced (Year 1)Read the GOOGLE ADS case study →GOOGLE ADS: £494K Pipeline From Competitor Searches (Year 1)Read the GOOGLE ADS case study →GOOGLE ADS: -72% Cost Per Acquisition ReductionRead the GOOGLE ADS case study →GOOGLE ADS: 185 Qualified Enquiries in 90 DaysRead the GOOGLE ADS case study →GOOGLE ADS: 88 Vendor Valuations in 90 DaysRead the GOOGLE ADS case study →GOOGLE ADS: £585K Contract Value Won in 6 MonthsRead the GOOGLE ADS case study →GOOGLE ADS: 124 New Client Enquiries in 4 MonthsRead the GOOGLE ADS case study →GOOGLE ADS · LUXURY E-COMMERCE: +1,386% Revenue growth in 7 monthsRead the GOOGLE ADS · LUXURY E-COMMERCE case study →LOCAL SEO · HEALTHCARE: $0 Monthly ad spendRead the LOCAL SEO · HEALTHCARE case study →GOOGLE ADS · B2B SAAS: Record All-time leads (any 3-month period)Read the GOOGLE ADS · B2B SAAS case study →TECHNICAL SEO · B2B SAAS: Top Of search for "insurance software"Read the TECHNICAL SEO · B2B SAAS case study →GOOGLE ADS · PREMIUM BEAUTY: +65% Profit lift in 3 monthsRead the GOOGLE ADS · PREMIUM BEAUTY case study →SHOPIFY E-COMMERCE SEO · BRIDAL JEWELLERY: 19 Position #1 US rankings in 4 monthsRead the SHOPIFY E-COMMERCE SEO · BRIDAL JEWELLERY case study →B2B SEO · CAREER HISTORY: £100,000s Saved - pre-launch catchRead the B2B SEO · CAREER HISTORY case study →SEO · SAAS · CRYPTO: $1m+ Organic revenue, 6 monthsRead the SEO · SAAS · CRYPTO case study →SEO · CRYPTO GAMING · IGAMING: 2,000+ Organic users, 3 monthsRead the SEO · CRYPTO GAMING · IGAMING case study →GOOGLE ADS · HEALTHCARE PPC · REGULATED RETAIL: 7× ROAS in first 30 days of compliant deliveryRead the GOOGLE ADS · HEALTHCARE PPC · REGULATED RETAIL case study →GOOGLE ADS · PET ECOMMERCE: 5× Revenue increase in 2 monthsRead the GOOGLE ADS · PET ECOMMERCE case study →ECOMMERCE GOOGLE ADS: +1,390% RevenueRead the ECOMMERCE GOOGLE ADS case study →SEO: +260% ClicksRead the SEO case study →GOOGLE ADS · UK FURNITURE E-COMMERCE: 9.31x ROASRead the GOOGLE ADS · UK FURNITURE E-COMMERCE case study →ECOMMERCE PPC: 8.87x ROASRead the ECOMMERCE PPC case study →SEO: +4,810% TrafficRead the SEO case study →GOOGLE ADS: 7.23x ROASRead the GOOGLE ADS case study →SEO: +23 Keywords in Top 3Read the SEO case study →LOCAL SEO: #1 Map Pack Across Entire CityRead the LOCAL SEO case study →LOCAL SEO: +520% Local LeadsRead the LOCAL SEO case study →SEO: +442% Organic PipelineRead the SEO case study →SEO: +520% Organic TrafficRead the SEO case study →SEO: +£1.6M Organic RevenueRead the SEO case study →SEO: 6.5x Organic LeadsRead the SEO case study →LOCAL SEO: +520% Organic LeadsRead the LOCAL SEO case study →LOCAL SEO: +286% Organic LeadsRead the LOCAL SEO case study →SEO: £4.2M Annual Organic RevenueRead the SEO case study →SEO: +364% Organic EnquiriesRead the SEO case study →SEO: +£1.6M Incremental Organic Revenue (Year 1)Read the SEO case study →SEO: +3,120 Monthly Organic Visits (from Zero)Read the SEO case study →LOCAL SEO: +46 Qualified Leads/Month (from 0)Read the LOCAL SEO case study →GOOGLE ADS: 12x Shopping ROAS (from 3.1x)Read the GOOGLE ADS case study →GOOGLE ADS: £1.6M Pipeline Influenced (Year 1)Read the GOOGLE ADS case study →GOOGLE ADS: £494K Pipeline From Competitor Searches (Year 1)Read the GOOGLE ADS case study →GOOGLE ADS: -72% Cost Per Acquisition ReductionRead the GOOGLE ADS case study →GOOGLE ADS: 185 Qualified Enquiries in 90 DaysRead the GOOGLE ADS case study →GOOGLE ADS: 88 Vendor Valuations in 90 DaysRead the GOOGLE ADS case study →GOOGLE ADS: £585K Contract Value Won in 6 MonthsRead the GOOGLE ADS case study →GOOGLE ADS: 124 New Client Enquiries in 4 MonthsRead the GOOGLE ADS case study →GOOGLE ADS · LUXURY E-COMMERCE: +1,386% Revenue growth in 7 monthsRead the GOOGLE ADS · LUXURY E-COMMERCE case study →LOCAL SEO · HEALTHCARE: $0 Monthly ad spendRead the LOCAL SEO · HEALTHCARE case study →GOOGLE ADS · B2B SAAS: Record All-time leads (any 3-month period)Read the GOOGLE ADS · B2B SAAS case study →TECHNICAL SEO · B2B SAAS: Top Of search for "insurance software"Read the TECHNICAL SEO · B2B SAAS case study →GOOGLE ADS · PREMIUM BEAUTY: +65% Profit lift in 3 monthsRead the GOOGLE ADS · PREMIUM BEAUTY case study →SHOPIFY E-COMMERCE SEO · BRIDAL JEWELLERY: 19 Position #1 US rankings in 4 monthsRead the SHOPIFY E-COMMERCE SEO · BRIDAL JEWELLERY case study →B2B SEO · CAREER HISTORY: £100,000s Saved - pre-launch catchRead the B2B SEO · CAREER HISTORY case study →SEO · SAAS · CRYPTO: $1m+ Organic revenue, 6 monthsRead the SEO · SAAS · CRYPTO case study →SEO · CRYPTO GAMING · IGAMING: 2,000+ Organic users, 3 monthsRead the SEO · CRYPTO GAMING · IGAMING case study →GOOGLE ADS · HEALTHCARE PPC · REGULATED RETAIL: 7× ROAS in first 30 days of compliant deliveryRead the GOOGLE ADS · HEALTHCARE PPC · REGULATED RETAIL case study →GOOGLE ADS · PET ECOMMERCE: 5× Revenue increase in 2 monthsRead the GOOGLE ADS · PET ECOMMERCE case study →

Overview

What Does an AI SEO Agency Actually Do?

An AI SEO agency gets your brand retrieved, trusted and cited by AI search systems: Google AI Overviews and AI Mode, ChatGPT, Perplexity, Gemini and Copilot. The work has three named parts - answer engine optimisation (AEO), generative engine optimisation (GEO) and LLM SEO - and all three sit on top of the classic ranking work that still feeds them.

We run the whole stack as one service. No separate “AI package”, no surcharge. Since 2011 we have worked with 200+ companies, and we hold ourselves to the same standard we sell: our own site earns AI Overview citations on commercial keywords and takes enquiries from ChatGPT referrals. This page defines each discipline, shows how the engines pick their sources, and sets out exactly what we deliver and how we measure it.

AEO, GEO and LLM SEO are not three hires. They are one workflow, one team and one retainer.

Visionary Marketing delivers SEO for UK and international brands, with senior specialists on every account. We combine deep technical expertise with commercial strategy to deliver measurable organic growth.

Definition

What Is AI SEO?

If your site cannot rank, it will rarely be cited.

AI SEO is the practice of optimising a website so AI-driven search systems retrieve it, trust it and cite it in their answers. It extends traditional SEO to cover Google AI Overviews and AI Mode, ChatGPT search, Perplexity, Gemini and Copilot.

Change 01

Engines retrieve passages, not pages: a 50-word block that answers one question cleanly beats a 500-word block that circles it.

Change 02

Engines weigh corroboration: a claim echoed by independent sources gets cited; a claim that exists only on your site usually does not.

What does not change: crawlability, indexation, search intent and authority still decide who is even in the running. That is why AI SEO is an extension of SEO, not a replacement for it. If your site cannot rank, it will rarely be cited.

The three disciplines

01 / AEO

What Is Answer Engine Optimisation (AEO)?

Answer engine optimisation (AEO) is the work of structuring content so answer engines - featured snippets, AI Overviews, ChatGPT, Perplexity - can lift a direct answer from your page and credit you as the source. In practice it means answer-shaped passages, question-led headings, FAQ markup and unambiguous entity references.

The core AEO unit is the extractable passage: a heading phrased as the question, followed by a 40-70 word answer that stands alone without the surrounding text. Every H2 on this page opens that way, deliberately. Around the passage sit the supporting signals: FAQPage and Article schema, a clear author entity, dated updates and internal links that confirm topical depth.

The demand data backs the shift. We publish our own research on this in our answer engine optimisation statistics report, updated for 2026, covering AI Overview coverage rates and how often answer engines cite the #1 organic result versus lower positions.

02 / GEO

What Is Generative Engine Optimisation (GEO)?

Generative engine optimisation (GEO) is the discipline of increasing how often generative engines such as ChatGPT, Gemini and Perplexity mention or cite your brand when they compose an answer. Where AEO shapes individual passages, GEO works on the evidence base the model draws from: original data, consistent entity signals, third-party corroboration and machine-readable site structure.

A useful test: AEO succeeds when your page is quoted; GEO succeeds when your brand is recommended even in answers that quote nobody. Getting there means the model must repeatedly meet your brand next to the problem you solve - in your own content, in independent coverage, in structured data and in the comparison pages the engines lean on.

If you have been searching for a GEO agency or a generative engine optimisation agency as a separate hire, you do not need one. GEO, AEO and SEO share one workflow and one retainer here.

03 / LLM SEO

What Is LLM SEO?

LLM SEO is optimisation aimed at the language models themselves: making sure models such as GPT-5, Gemini and Claude associate your brand with the problems you solve, and that their browsing tools can fetch and quote your pages. It overlaps with GEO but adds the plumbing: crawler access, Bing indexation and machine-readable files.

The checklist is specific. Robots.txt must allow GPTBot, OAI-SearchBot, PerplexityBot and ClaudeBot, or you are invisible to those systems by your own choice. Your key pages must be indexed in Bing, because ChatGPT search and Copilot retrieve through Bing's index. Your content must render server-side, because AI crawlers execute little or no JavaScript. An llms.txt file helps models find your canonical explanations.

Brands searching for a ChatGPT SEO agency usually need exactly this list: Bing coverage, crawler access, retrievable server-rendered passages and claims corroborated beyond their own domain.

Retrieval mechanics

How AI Overviews and ChatGPT Choose What to Cite

Answer engines choose citations by retrieving passages, not whole pages, from sources they already trust on the topic. Google AI Overviews ground their answers in Google's own index and lean heavily on pages ranking in the top organic results for the query and its close variants. ChatGPT search retrieves through Bing's index and OpenAI's own crawlers.

What the systems reward, in order of leverage

  1. 01

    Passage-level answers

    The engine needs a block it can lift whole. Question-shaped heading, direct 40-70 word answer, then detail. Our on-page SEO service restructures existing pages into exactly this shape.

  2. 02

    Ranking position

    Google's AI Overviews cite top-ranked pages far more often than deep results. Traditional rankings remain the main entry ticket.

  3. 03

    Entity clarity

    The engine must resolve who you are, what you sell and where you operate without guessing. Consistent naming, Organization schema and corroborating profiles do that.

  4. 04

    Consensus

    Models prefer claims that appear across independent sources. One site saying it is true is an assertion; five sites saying it is evidence.

  5. 05

    Freshness and data

    Original statistics with a clear methodology and a dated update get cited because they give the model something concrete to attribute.

  6. 06

    Bing indexation

    For ChatGPT and Copilot, a page missing from Bing cannot be retrieved at all. This is the most common silent failure we find in audits.

Signature framework

The AI x Editorial Override Framework

Most 'AI SEO' agencies are selling AI-only content with extra steps. That isn't a strategy - it's a cost-cutting exercise dressed up. The framework below is what we apply on every Visionary engagement: when to use AI, when to override AI output editorially, and when to skip AI entirely. Different content types need different approaches.

Long-tail informational (how-to, what-is)

Fact-check + EEAT scaffolding on override

AI for first draft?

✓ AI accelerates

Editorial override required?

✓ Required

Human-only required?

-

Cost / pricing / benchmark posts

Final number-set must be human-verified

AI for first draft?

Partial

Editorial override required?

✓ Required

Human-only required?

✓ Human-only

Commercial landing pages

Voice + positioning + offer

AI for first draft?

-

Editorial override required?

-

Human-only required?

✓ Human-only

Comparison / 'X vs Y' content

Opinion + recommendation must be human

AI for first draft?

✓ AI accelerates

Editorial override required?

✓ Required

Human-only required?

-

YMYL (financial, legal, health)

EEAT requires human + SME

AI for first draft?

-

Editorial override required?

-

Human-only required?

✓ Human-only

Glossary / definition pages

Terminology audit + linking strategy

AI for first draft?

✓ AI accelerates

Editorial override required?

✓ Required

Human-only required?

-

Product / category descriptions (e-com)

Schema + USP overlay

AI for first draft?

✓ AI accelerates

Editorial override required?

✓ Required

Human-only required?

-

Editorial / thought-leadership

Voice is the value

AI for first draft?

-

Editorial override required?

-

Human-only required?

✓ Human-only

Localised / regional content

Local idiom + cultural review

AI for first draft?

✓ AI accelerates

Editorial override required?

✓ Required

Human-only required?

-

Refresh / update of existing content

Accuracy audit

AI for first draft?

✓ AI accelerates

Editorial override required?

✓ Required

Human-only required?

-

The framework is concrete because the alternative is generic. Most 'AI content' fails at scale because the agency doesn't know what to override. The override is the work. The AI is the time-saver, not the strategy.

Failure modes

Where AI Breaks: The Six Failure Modes

AI content fails in predictable ways. Below is the taxonomy of failures we catch in editorial override. Knowing the failure modes is the difference between AI-augmented content that ranks and AI-only content that gets quietly demoted within months.

01

Hallucinated statistics

What it looks like

'Studies show 73% of marketers...' with no real source

How we override

Replace with sourced data or remove claim

02

Made-up sources

What it looks like

Citations to studies/papers that don't exist

How we override

Fact-check every citation; remove or replace

03

Generic / template phrasing

What it looks like

'In today's digital landscape...'

How we override

Replace with specific framing tied to vertical

04

Missing nuance / hedging where needed

What it looks like

Confident claims on YMYL topics

How we override

Add hedge language + expert-source attribution

05

Over-confident commercial claims

What it looks like

Implied product superiority without evidence

How we override

Strip; require proof point or remove

06

Pattern-recognition leakage

What it looks like

Style / phrasing that signals AI

How we override

Voice rewrite + sentence-length variation

Side-by-side

AI Output vs Editorially-Overridden: Side-by-Side

Below are real before/after content samples from Visionary client engagements. Anonymised by topic. Same brief, same word-count target. The first column is what AI produced unedited. The second column is what shipped after editorial override.

Sample 1 - Cost guide intro paragraph

AI-generated draft (unedited)

"In today's competitive digital marketing landscape, understanding the cost of SEO services has become increasingly important for businesses of all sizes. Many factors contribute to determining how much you should expect to pay for quality SEO services in the United Kingdom..."

Editorially-overridden (shipped)

"SEO costs in 2026 range from £500/month for freelancer-tier work to £15,000+/month for enterprise retainers. The honest answer for most ambitious brands sits between £1,500 and £5,000. Below is the full breakdown - with a calculator, real client outcomes, and the maths most agencies hide."

Sample 2 - Comparison post conclusion

AI-generated draft (unedited)

"When considering whether to use Performance Max or Standard Shopping campaigns, it's important to weigh the pros and cons of each option carefully. Both approaches offer unique benefits..."

Editorially-overridden (shipped)

"Standard Shopping wins when you need control over which products show for which queries. Performance Max wins when your account has clean conversion-tracking and a margin-tier custom-label setup. If you're running PMax without margin tiers, you're optimising against noise."

Sample 3 - Technical SEO recommendation

AI-generated draft (unedited)

"Optimising your site's Core Web Vitals is a crucial aspect of modern SEO. By focusing on metrics such as LCP, INP, and CLS, you can improve user experience and search rankings simultaneously. There are many strategies you can implement..."

Editorially-overridden (shipped)

"Mobile LCP under 2.5s is the only Core Web Vitals threshold worth chasing first. INP and CLS are downstream - fix LCP and 70% of CWV problems disappear. The fix is usually image weight (lazy-load + AVIF) or render-blocking JS, not what most audits report."

Same brief. Different output. The override doesn't take 5× the time of pure AI - it takes maybe 2×. But the ranking differential is enormous, and the survival differential at 12 months is the whole engagement.

Real outcomes

AI-Only vs Human-Only vs Hybrid: Real Outcomes

DimensionAI-onlyHuman-onlyHybrid (AI + editorial override)
Cost per 2,000-word article£8-£25£180-£400£80-£160
Time per article5-15 min6-10 hours2-4 hours
Ranking outcome at 6 monthsLimited; many demotedStrongStrong
Ranking outcome at 12 monthsOften demoted furtherSustainedSustained
EEAT alignmentWeak (no SME, no expert voice)StrongStrong
AI Overview citation likelihoodLow (generic phrasing)HighHigh
ScalabilityMassiveLimitedStrong
Best forVolume drafts pre-overrideHigh-stakes commercial + YMYLMost production content

AI-only is cheap on day one and expensive at month 12 when content gets demoted. Human-only is consistent but doesn't scale. Hybrid wins both axes - quality of human-only, scalability close to AI-only. The override is where the value compounds.

Measurement

Are You Cited in AI Overviews? Here's How We Track It

We measure AI search visibility three ways: AI referral traffic, citation counts and share of AI answers on your money keywords. All three go in your monthly report next to your organic rankings, so you see one picture of search, not two.

01

AI referral tracking

We segment analytics referrals from chatgpt.com, perplexity.ai, gemini.google.com and copilot.microsoft.com into a dedicated AI channel, so enquiries from AI engines are attributed, not lumped into “referral”.

02

Citation counts

We track which of your pages appear as AI Overview citations and how that set grows month on month, using Ahrefs Brand Radar alongside manual SERP checks.

03

Answer share

For a fixed panel of commercial prompts, we record whether ChatGPT, Perplexity and Gemini name your brand, name a competitor, or answer generically, and re-run the panel monthly.

Benchmarks for what "good" looks like sit in our AI search visibility statistics report, which we keep updated as the engines change.

Deliverables

What Our AI SEO Service Includes

Every AI SEO engagement covers eight deliverables, run inside your standard retainer. Nothing here is an add-on.

AI visibility audit

Where you stand today in AI Overviews, ChatGPT, Perplexity and Gemini, plus crawler access and Bing indexation checks.

Entity map

The entities your brand must own, and the fixes to naming, schema and profiles needed to own them.

Answer-shaped rewrites

Priority pages restructured into extractable passages with question-led headings.

Schema deployment

Organization, Service, FAQPage and Article markup, validated and monitored.

Original data assets

First-party statistics and benchmark content built to earn citations, produced with our SEO content services.

Third-party corroboration

Earned mentions and citations on independent sites so engines see consensus around your claims.

Bing and IndexNow setup

Bing Webmaster Tools verification, IndexNow submission of changed URLs, Bing-specific indexation fixes.

Monthly AI visibility report

Referrals, citations and answer share, alongside rankings.

Proof

Does AI SEO Actually Win Enquiries?

Yes. Our own site earns AI Overview citations on commercial keywords and takes enquiries from ChatGPT referrals. We built that visibility with the exact process on this page, so you are buying a method we use on ourselves, not a theory.

The wider proof sits behind it: 200+ companies worked with since 2011, 50+ active clients, and a founder, Chris Coussons, with 15+ years in search. Visionary is featured in Digital Reference's Best UK Digital Marketing Agencies 2026. Case studies on this page show the organic outcomes; the AI layer compounds them rather than replacing them.

200+

Companies worked with since 2011

50+

Active clients

15+

Years in search, Chris Coussons

2026

Featured in Digital Reference's Best UK Digital Marketing Agencies

Pricing

AI SEO Pricing: One Retainer, No AI Surcharge

AI SEO, AEO and GEO are included in our standard SEO retainers: from £1,300 per month, capped at £2,500 per month. The cap is the point. AI search is moving fast, and agencies are using that movement to justify open-ended fees. Your ceiling is agreed before we start and it does not move.

For clients who also run paid search, Google Ads management is £850 per month or 10% of ad spend, whichever is greater, with a minimum ad spend of £1,000 per month, managed up to £250k+ per month.

ServiceFeeNotes
SEO retainer (includes AI SEO, AEO, GEO)From £1,300 / monthNo separate AEO or GEO surcharge.
Retainer ceiling£2,500 / month capAgreed before we start; it does not move.
Google Ads management£850 / month or 10% of ad spend, whichever is greaterMinimum ad spend £1,000 per month.
Ad spend managedUp to £250k+ / monthMonth to month, no long-term contracts.
Case Study - TECHNICAL SEO · B2B SAAS

Novidea: Top of Search for "Insurance Software" UK + US in 3 Months

Novidea had serious indexability issues keeping its insurtech SaaS platform out of Google's index. We led the site migration to fix the technical foundation - crawl architecture, canonicalisation, render path, hreflang for dual-market - then layered topical content depth and link signal alignment around the primary commercial keyword.

Top UK + US

Of search

3 mo

Post-migration to ranking

Captured

"Insurance software"

Verifiable

Real SERP

ECOMMERCE GOOGLE ADS: +1,390% RevenueRead the ECOMMERCE GOOGLE ADS case study →SEO: +260% ClicksRead the SEO case study →GOOGLE ADS · UK FURNITURE E-COMMERCE: 9.31x ROASRead the GOOGLE ADS · UK FURNITURE E-COMMERCE case study →ECOMMERCE PPC: 8.87x ROASRead the ECOMMERCE PPC case study →SEO: +4,810% TrafficRead the SEO case study →GOOGLE ADS: 7.23x ROASRead the GOOGLE ADS case study →SEO: +23 Keywords in Top 3Read the SEO case study →LOCAL SEO: #1 Map Pack Across Entire CityRead the LOCAL SEO case study →LOCAL SEO: +520% Local LeadsRead the LOCAL SEO case study →SEO: +442% Organic PipelineRead the SEO case study →SEO: +520% Organic TrafficRead the SEO case study →SEO: +£1.6M Organic RevenueRead the SEO case study →SEO: 6.5x Organic LeadsRead the SEO case study →LOCAL SEO: +520% Organic LeadsRead the LOCAL SEO case study →LOCAL SEO: +286% Organic LeadsRead the LOCAL SEO case study →SEO: £4.2M Annual Organic RevenueRead the SEO case study →SEO: +364% Organic EnquiriesRead the SEO case study →SEO: +£1.6M Incremental Organic Revenue (Year 1)Read the SEO case study →SEO: +3,120 Monthly Organic Visits (from Zero)Read the SEO case study →LOCAL SEO: +46 Qualified Leads/Month (from 0)Read the LOCAL SEO case study →GOOGLE ADS: 12x Shopping ROAS (from 3.1x)Read the GOOGLE ADS case study →GOOGLE ADS: £1.6M Pipeline Influenced (Year 1)Read the GOOGLE ADS case study →GOOGLE ADS: £494K Pipeline From Competitor Searches (Year 1)Read the GOOGLE ADS case study →GOOGLE ADS: -72% Cost Per Acquisition ReductionRead the GOOGLE ADS case study →GOOGLE ADS: 185 Qualified Enquiries in 90 DaysRead the GOOGLE ADS case study →GOOGLE ADS: 88 Vendor Valuations in 90 DaysRead the GOOGLE ADS case study →GOOGLE ADS: £585K Contract Value Won in 6 MonthsRead the GOOGLE ADS case study →GOOGLE ADS: 124 New Client Enquiries in 4 MonthsRead the GOOGLE ADS case study →GOOGLE ADS · LUXURY E-COMMERCE: +1,386% Revenue growth in 7 monthsRead the GOOGLE ADS · LUXURY E-COMMERCE case study →LOCAL SEO · HEALTHCARE: $0 Monthly ad spendRead the LOCAL SEO · HEALTHCARE case study →GOOGLE ADS · B2B SAAS: Record All-time leads (any 3-month period)Read the GOOGLE ADS · B2B SAAS case study →TECHNICAL SEO · B2B SAAS: Top Of search for "insurance software"Read the TECHNICAL SEO · B2B SAAS case study →GOOGLE ADS · PREMIUM BEAUTY: +65% Profit lift in 3 monthsRead the GOOGLE ADS · PREMIUM BEAUTY case study →SHOPIFY E-COMMERCE SEO · BRIDAL JEWELLERY: 19 Position #1 US rankings in 4 monthsRead the SHOPIFY E-COMMERCE SEO · BRIDAL JEWELLERY case study →B2B SEO · CAREER HISTORY: £100,000s Saved - pre-launch catchRead the B2B SEO · CAREER HISTORY case study →SEO · SAAS · CRYPTO: $1m+ Organic revenue, 6 monthsRead the SEO · SAAS · CRYPTO case study →SEO · CRYPTO GAMING · IGAMING: 2,000+ Organic users, 3 monthsRead the SEO · CRYPTO GAMING · IGAMING case study →GOOGLE ADS · HEALTHCARE PPC · REGULATED RETAIL: 7× ROAS in first 30 days of compliant deliveryRead the GOOGLE ADS · HEALTHCARE PPC · REGULATED RETAIL case study →GOOGLE ADS · PET ECOMMERCE: 5× Revenue increase in 2 monthsRead the GOOGLE ADS · PET ECOMMERCE case study →ECOMMERCE GOOGLE ADS: +1,390% RevenueRead the ECOMMERCE GOOGLE ADS case study →SEO: +260% ClicksRead the SEO case study →GOOGLE ADS · UK FURNITURE E-COMMERCE: 9.31x ROASRead the GOOGLE ADS · UK FURNITURE E-COMMERCE case study →ECOMMERCE PPC: 8.87x ROASRead the ECOMMERCE PPC case study →SEO: +4,810% TrafficRead the SEO case study →GOOGLE ADS: 7.23x ROASRead the GOOGLE ADS case study →SEO: +23 Keywords in Top 3Read the SEO case study →LOCAL SEO: #1 Map Pack Across Entire CityRead the LOCAL SEO case study →LOCAL SEO: +520% Local LeadsRead the LOCAL SEO case study →SEO: +442% Organic PipelineRead the SEO case study →SEO: +520% Organic TrafficRead the SEO case study →SEO: +£1.6M Organic RevenueRead the SEO case study →SEO: 6.5x Organic LeadsRead the SEO case study →LOCAL SEO: +520% Organic LeadsRead the LOCAL SEO case study →LOCAL SEO: +286% Organic LeadsRead the LOCAL SEO case study →SEO: £4.2M Annual Organic RevenueRead the SEO case study →SEO: +364% Organic EnquiriesRead the SEO case study →SEO: +£1.6M Incremental Organic Revenue (Year 1)Read the SEO case study →SEO: +3,120 Monthly Organic Visits (from Zero)Read the SEO case study →LOCAL SEO: +46 Qualified Leads/Month (from 0)Read the LOCAL SEO case study →GOOGLE ADS: 12x Shopping ROAS (from 3.1x)Read the GOOGLE ADS case study →GOOGLE ADS: £1.6M Pipeline Influenced (Year 1)Read the GOOGLE ADS case study →GOOGLE ADS: £494K Pipeline From Competitor Searches (Year 1)Read the GOOGLE ADS case study →GOOGLE ADS: -72% Cost Per Acquisition ReductionRead the GOOGLE ADS case study →GOOGLE ADS: 185 Qualified Enquiries in 90 DaysRead the GOOGLE ADS case study →GOOGLE ADS: 88 Vendor Valuations in 90 DaysRead the GOOGLE ADS case study →GOOGLE ADS: £585K Contract Value Won in 6 MonthsRead the GOOGLE ADS case study →GOOGLE ADS: 124 New Client Enquiries in 4 MonthsRead the GOOGLE ADS case study →GOOGLE ADS · LUXURY E-COMMERCE: +1,386% Revenue growth in 7 monthsRead the GOOGLE ADS · LUXURY E-COMMERCE case study →LOCAL SEO · HEALTHCARE: $0 Monthly ad spendRead the LOCAL SEO · HEALTHCARE case study →GOOGLE ADS · B2B SAAS: Record All-time leads (any 3-month period)Read the GOOGLE ADS · B2B SAAS case study →TECHNICAL SEO · B2B SAAS: Top Of search for "insurance software"Read the TECHNICAL SEO · B2B SAAS case study →GOOGLE ADS · PREMIUM BEAUTY: +65% Profit lift in 3 monthsRead the GOOGLE ADS · PREMIUM BEAUTY case study →SHOPIFY E-COMMERCE SEO · BRIDAL JEWELLERY: 19 Position #1 US rankings in 4 monthsRead the SHOPIFY E-COMMERCE SEO · BRIDAL JEWELLERY case study →B2B SEO · CAREER HISTORY: £100,000s Saved - pre-launch catchRead the B2B SEO · CAREER HISTORY case study →SEO · SAAS · CRYPTO: $1m+ Organic revenue, 6 monthsRead the SEO · SAAS · CRYPTO case study →SEO · CRYPTO GAMING · IGAMING: 2,000+ Organic users, 3 monthsRead the SEO · CRYPTO GAMING · IGAMING case study →GOOGLE ADS · HEALTHCARE PPC · REGULATED RETAIL: 7× ROAS in first 30 days of compliant deliveryRead the GOOGLE ADS · HEALTHCARE PPC · REGULATED RETAIL case study →GOOGLE ADS · PET ECOMMERCE: 5× Revenue increase in 2 monthsRead the GOOGLE ADS · PET ECOMMERCE case study →
"Chris is a real master of SEO and PPC. I'll never forget the time he discovered what could have been a catastrophic SEO issue, prior to a new big website launch that would have cost the business £100,000s (that every other so-called SEO expert we'd engaged had missed)."
Sean Ball

Director of Marketing, durhamlane

durhamlane

What's Included

What Our Expert SEO Services Include

Fully managed campaigns

Our AI-enhanced managed SEO service combines human expertise with machine learning to deliver faster, smarter campaign management with real-time performance adjustments.

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Technical SEO

AI-powered crawl analysis identifies technical issues faster than manual audits. We use predictive models to prioritise fixes based on projected ranking impact.

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On-page SEO

Machine learning helps us analyse top-ranking pages at scale, identifying the on-page patterns and content structures that consistently drive higher positions.

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Content strategy

AI tools accelerate keyword clustering, content gap analysis, and topic modelling-allowing us to build content strategies backed by data patterns humans would miss.

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Link building

AI-driven prospecting identifies the most valuable link opportunities in your niche, analysing domain authority, topical relevance, and traffic potential at scale.

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Local SEO

We apply AI-driven competitor analysis to local markets, identifying ranking opportunities and optimising your local presence with precision targeting.

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Mobile SEO

Automated performance monitoring flags mobile-specific issues in real time, ensuring your mobile experience stays optimised as Google's standards evolve.

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AI-powered SEO

From automated reporting to predictive ranking models, we integrate AI across every stage of SEO-identifying opportunities and threats before your competitors do.

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SEO migration

AI-assisted content matching and redirect mapping reduces migration risk. Our models predict potential traffic impact before a single URL changes.

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Our Process

How We Implement AI SEO

Step 3 runs alongside our technical SEO services where the audit finds crawl, rendering or indexation blockers.

  1. 01

    Entity-first content mapping

    We define the entities your brand must be associated with, then align your site copy, about pages, schema and external profiles so every engine resolves your brand the same way.

  2. 02

    Answer-shaped passages

    We restructure priority pages so each section opens with a direct answer an engine can lift whole, without losing the depth human buyers need.

  3. 03

    Schema and technical base

    We deploy and validate structured data, confirm server-side rendering and clean HTML, and fix crawl or indexation blockers with our technical SEO services where the audit finds them.

  4. 04

    Original data

    We publish first-party statistics and benchmarks in your niche, because engines cite sources that give them something concrete to attribute.

  5. 05

    Third-party corroboration

    We earn mentions of your key claims on independent sites, building the consensus signal generative engines check before recommending a brand.

  6. 06

    Bing and IndexNow

    We verify Bing Webmaster Tools, submit changed URLs through IndexNow and fix Bing indexation gaps, because ChatGPT and Copilot retrieve through Bing.

Why Us

Why Work With Visionary?

AI + Human Expertise

We use AI tools strategically, guided by senior specialists with real digital marketing experience and brand understanding.

Revenue-Focused

AI insights are filtered through a revenue lens. Not all AI suggestions are good ones - we prioritise what drives brand growth.

Faster Results

AI helps us identify opportunities across digital platforms and implement changes faster than traditional methods.

Transparent Process

We show you exactly how AI tools are being used and what decisions are human-led for your brand.

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Our People

Meet Our Specialists

Meet Full Team →
C

Chris Coussons

Founder & Senior SEO Specialist

Google Ads & SEO Specialist

15+ years in search. AI SEO, AEO and GEO strategy across digital platforms.

Last reviewed: by Chris Coussons, Founder.

FAQ

Common Questions

SEO earns rankings in traditional search results. AEO structures content so answer engines can lift and credit a direct answer. GEO increases how often generative engines such as ChatGPT cite or recommend your brand when composing answers. They overlap heavily, which is why we run all three as one programme.

Rank in or near the top ten for the query, then give Google a passage it can lift: a 40-70 word direct answer under a question-shaped heading, backed by schema and consistent entity signals. Pages that already rank well are far more likely to be cited, so traditional SEO still matters.

ChatGPT search retrieves web results through Bing and OpenAI's own crawlers. We make sure Bing indexes your key pages, submit changed URLs through IndexNow, allow OAI-SearchBot and GPTBot in robots.txt, and publish corroborated, answer-shaped content the model can quote and attribute to you.

Yes. Referrals from ChatGPT, Perplexity and Gemini arrive with their own referrer in analytics, and they convert well because the engine has already matched you to the searcher's need. Our own site takes enquiries from ChatGPT referrals. Volumes are lower than Google, but intent is higher.

No. AI engines are built on top of search indexes, and Google still handles the vast majority of queries. The pages that rank well are the pages AI systems retrieve and cite. Treat AEO and GEO as extensions of SEO, not replacements for it.

Our AI SEO work is included in standard retainers from £1,300 per month, capped at £2,500 per month. There is no separate AEO or GEO surcharge. The cap means growing scope does not inflate your fee, and you know the ceiling before we start.

Crawler access for GPTBot, OAI-SearchBot, PerplexityBot and ClaudeBot, Bing indexation, clean entity signals so models associate your brand with your services, answer-shaped passages models can quote, original data worth citing, and third-party corroboration. We report on citations and AI referral traffic monthly.

For queries where you already rank, structural changes can surface in AI Overviews within weeks of a recrawl. Earning ChatGPT and Perplexity citations on competitive commercial queries typically takes months, because it depends on entity authority and corroboration across independent sources. We set milestones per query group.

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Your Revenue. Our Obsession.

Tell us about your business and we'll show you exactly where the opportunities are - no obligation, no sales pitch.

■ Senior specialists only

■ No long-term contracts

■ Free audit included