AI SEO for NZ businesses: get cited by ChatGPT, Perplexity and Google AI

AI Overviews have cut organic click-through on informational queries by 65%. Conversational AI search is now naming a short list of businesses in its answers. We restructure your content, schema and agent readiness so your business is the one being named, on Google AI Overviews, ChatGPT, Perplexity, Claude and Gemini. We are doing this on our own site, in public, as the proof.

Trusted by NZ businesses building for AI search since 2018

TSB Living
Indus Mortgages
Cheeky Chapati
GB Mech Tech
House of Lasers
Lendy
Ray White Austar Property Services
The Cookie Collective
Tactics Bar
Finance World
Data Cal
Associated Plastics
Ray White A T Realty
Manga Freight
FeeFunders
Ceebs
Professional Financial Solutions
Fundmaster
Client
Client
TSB Living
Indus Mortgages
Cheeky Chapati
GB Mech Tech
House of Lasers
Lendy
Ray White Austar Property Services
The Cookie Collective
Tactics Bar
Finance World
Data Cal
Associated Plastics
Ray White A T Realty
Manga Freight
FeeFunders
Ceebs
Professional Financial Solutions
Fundmaster
Client
Client

What changed for NZ businesses already investing in SEO

If your organic traffic has dropped over the last 12 months and the rankings look mostly fine, the three things below are almost certainly the reason. None of them are about how the site looks.

Your organic clicks are dropping even as rankings hold

The 2026 data has it black and white. Organic click-through rate on queries that show an AI Overview has fallen from 1.76% to 0.61%, a 65% drop. Impressions stay flat, sometimes climb, and clicks quietly bleed away. Most NZ businesses watching their blog traffic crater have no idea the AI Overview is the reason.

Your brand never gets cited inside the AI answer

Someone asks ChatGPT "best web design agency Auckland" or Perplexity "how much does SEO cost in NZ" and the model lists three or four businesses by name. You are not one of them. Your content is too generic for extraction, your schema is thin, and the model has no reason to trust you over a US blog covering the same topic.

Your site is not built for agentic browsing

Google Lighthouse 13.3 now ships an Agentic Browsing audit. It checks WebMCP tool registration, accessibility-tree health, layout shift, and llms.txt presence. Most NZ business sites fail three of the four checks. The next wave of AI agents will book, compare, and buy on behalf of users, and the sites they can read will be the sites that get the booking.

Traditional SEO vs AI SEO

Traditional SEO still matters. AI tools with live search pull from the top-ranking pages, so you cannot skip the foundations. What is different is what you optimise on top of that. The six rows below are where the two disciplines actually diverge.

What we are comparing
Traditional SEO only
AI SEO layered on top
What you optimise for
Keyword targeting, blue-link position, generic search intent buckets
Entity coverage, AI Overview citation slots, query fan-out behaviour, and the specific questions LLMs paraphrase from your content
How success is measured
Position 1 on Google for a tracked keyword list
Citation share inside AI Overviews and AI Mode, referral traffic from chatgpt.com, perplexity.ai, copilot, gemini, and a holding pattern on traditional rankings
How a page is read
Browser-rendered HTML, visual hierarchy, ranking signals
Accessibility tree extraction, opening 100 words, FAQPage and Article schema, paragraph self-containment for clean LLM chunking
Content structure
Long preamble, build-up, conclusion with the answer last
Direct answer in the first 100-150 words, descriptive question-style headings, short paragraphs, original data and named author for EEAT weight
Schema and structured data
Basic LocalBusiness and Organization, sometimes Product
Article, FAQPage, HowTo, Person author, Service, BreadcrumbList, sameAs links and entity disambiguation across every important page
Agent readiness
Ignored. No llms.txt, accessibility tree gaps, layout shift on click targets
llms.txt at root for the Lighthouse audit pass, accessibility tree audited, CLS under 0.1, WebMCP considered on transactional flows

The pattern we see: NZ businesses who add the AI SEO layer in 2026 are the ones holding organic share as AI Overviews and AI Mode keep rolling out. Without it, the bleed compounds quarter over quarter.

Not sure where AI search is eating your leads?

Book a free 30-minute AI SEO audit. We run the Lighthouse Agentic Browsing audit, check how often your top queries trigger an AI Overview, check whether ChatGPT and Perplexity mention you by name on your topic, and pull your AI referral traffic from GA4. You walk away with a clear, ranked fix list.

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What AI SEO actually looks like as a service

Six work streams. Some of these are technical, some are content, some are off-site. The retainer mix depends on where the gaps are when we run the baseline.

AI Overviews extraction optimisation

Rewriting the opening 100-150 words of high-value pages so the answer is extractable. Adding FAQPage and Article schema where it is missing. Restructuring headings to match the questions buyers actually ask. The same playbook we wrote about in our 61% CTR drop post, applied to your top 20 pages.

LLM citation strategy

Definitional content, original data, named author bylines, and the kind of plain-English clarity that LLMs prefer to extract. Pulling your business into "best of" roundups, NZ directories, and press placements that show up in the query fan-out searches ChatGPT and Perplexity run live.

Schema and structured data expansion

A site-wide audit and expansion of structured data. Article on every blog post, FAQPage on every service and resource page, Person schema for the author, Service for what you sell, BreadcrumbList and sameAs links. Schema is now table stakes for AI extraction, not a nice-to-have.

WebMCP and agentic browsing readiness

Running the Lighthouse 13.3 Agentic Browsing audit on your site and fixing what it surfaces. Accessibility tree gaps, layout shift on click targets, llms.txt at the root, and WebMCP scoping on the transactional flows that matter. Future-important, started now so you are not retrofitting in 18 months.

AI visibility tracking and reporting

Monthly tracking of which queries trigger AI Overviews on your topics, which of those cite your content, and how much referral traffic you are pulling from chatgpt.com, perplexity.ai, copilot, gemini and others. A GA4 regex you can run yourself, plus our own tooling layered on top.

Content rewriting for AI extraction

A structured rewrite of your most valuable existing content. Direct answer first, question-style headings, short paragraphs, real numbers and sources, named author. Not new content for the sake of it. The same content, restructured so an LLM can pull a clean answer without hallucinating around your message.

65%
Drop in organic CTR on queries that show an AI Overview, from 1.76% to 0.61% (2026 data)
~50%
Of US searches now trigger an AI Overview at least some of the time
4
Lucid blog posts published in 2026 on AI Overviews, Lighthouse Agentic Browsing, AI SEO and AI content extraction
2/4
Average Lighthouse Agentic Browsing pass ratio across the NZ small-business sites we have audited so far

Why NZ businesses choose Lucid for AI SEO

Most NZ agencies pitching AI SEO in 2026 are repackaging a 2022 SEO playbook with new vocabulary. The brand voice changes, the work does not. We have been actively building for AI search on our own site since early 2026, and we have published the data and the playbooks in the open as we have gone.

The blog posts on AI Overviews, the Lighthouse Agentic Browsing audit, AI SEO citation strategy, and content optimisation for AI search are all linked from this page. They are not lead-magnet fluff. Each one is structured the way we structure client content: direct answer in the first 100 words, named author, real data, FAQ schema, clean LLM extraction.

Our /glossary/ and /compare/ sections were built specifically as AI-extractable definitional content. We track our own AI referral traffic and citation share monthly. When we audit your site, we are running the same checks against your content that we run against ours. The work, the proof and the pricing are visible.

What this looks like for your business

Citation inside AI Overviews on the queries that matter

Schema, opening paragraphs and FAQ sections restructured so Google AI extracts answers from your pages, not your competitor's.

Brand mentions inside ChatGPT, Perplexity and Gemini answers

Citation footprint built across roundups, directories and consistent NAP data so LLMs treat you as a known, trusted entity in your category.

A clean Lighthouse Agentic Browsing pass

Accessibility tree gaps closed, layout shift cleaned up, llms.txt at root, and WebMCP considered on the transactional flows that matter. Three audits passed at once: AI readiness, accessibility and SEO.

AI referral traffic you can actually see

GA4 set up to surface chatgpt.com, perplexity.ai, copilot, gemini and others as named sources. Monthly reporting on citation share and AI traffic, not just keyword rankings.

Fast sites get cited. Slow sites get skipped.

AI Mode, Perplexity and ChatGPT search all run live fetches against your pages. They give a budget per page, and pages that take too long to render or fail Cumulative Layout Shift checks get quietly dropped from the result set. The Lighthouse Agentic Browsing audit calls this out explicitly: CLS has moved from "Core Web Vitals ranking factor" to "blocking issue" for AI agents.

The fix list is the same one technical SEO has been pushing for years, just with a sharper edge. Set width and height on every image, reserve space for embeds, avoid injecting content above existing content after first paint, ship clean accessible HTML. The new wave of AI agents reads your accessibility tree the same way screen readers do, so every accessibility win is also an AI win.

You can plug your current site into our free website speed impact calculator and see what slow load times and layout shift are costing you on both Google and the AI tools that depend on Google's index.

Lighthouse Agentic ready CLS under 0.1 a11y tree clean llms.txt shipped
lighthouse / agentic browsing
4/4 agentic
llms.txt at root
Pass
Accessibility tree
Pass
CLS
0.01
WebMCP tools
Registered
Experimental, Lighthouse 13.3
Pass Fail

How we work with AI SEO clients

Four phases. You see the baseline, the priority fix list, the work as it happens, and the monthly reporting. No vague "AI strategy" deliverables.

01

AI visibility baseline

We run your site through the Lighthouse Agentic Browsing audit, pull a 30-day sample of your top queries to see which trigger an AI Overview, check ChatGPT, Perplexity and Google AI for citations on your topic, and review your GA4 for AI referral traffic. You walk away with a clear picture of where you actually stand.

02

Priority fix list

A short, ranked list of what to fix first. Usually a mix of schema gaps, accessibility tree issues, the opening 100 words of your top 10 pages, and llms.txt as a two-minute audit pass. We are not going to bill you for a five-figure llms.txt project. Mueller called it the new keywords meta tag for a reason.

03

Implementation and content rewrites

We do the schema work, the accessibility tree fixes, the content restructuring, the FAQ additions, the citation push to roundups and directories. You see drafts before anything ships. Where the work touches code we do it. Where it touches content we draft, you approve.

04

Monthly tracking and iteration

Monthly reporting on AI Overview citation share, AI referral traffic, and any traditional ranking changes. We keep rewriting opening paragraphs and expanding schema across the next tier of pages. AI search is moving every month. The retainer keeps you moving with it.

What clients say about working with us

Real NZ businesses we have worked with on web, SEO and content systems since 2018.

5.0 from 60+ reviews

What is slow loading and layout shift costing you in AI citations?

AI agents drop slow and unstable pages from their result set. Plug your URL into our free website speed impact calculator to see the revenue and citation impact of every slow second.

Try the free speed impact calculator

AI SEO FAQ

The questions NZ business owners and marketing leads ask on the first AI SEO call. Real answers, no hand-waving.

Ask a Question

Ready to be the business AI search names?

Tell me about your site, your top organic pages, and where the traffic is leaking. I will run the Lighthouse Agentic baseline, check your citation share across ChatGPT, Perplexity and Google AI, and come back with a ranked, itemised fix list. No vague AI buzzwords, no five-figure llms.txt projects.

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