Over 253x 5-star
reviews

Be the answer AI engines give.

the answer

Generative engine optimization and answer engine optimization for ChatGPT, Perplexity, Google AI Overviews and Copilot. We track how often your brand is cited, against whom, and then change the sources that decide it. The scale is already material: ChatGPT passed 800 million weekly active users (TechCrunch, October 2025) and Perplexity handled 780 million queries in a single month (TechCrunch, June 2025). You own the prompt set, the data and the content, and the case studies are open for you to read.

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750+ brands
Printed answer document with passages underlined in orange beside a closed laptop

ENGINES

The four surfaces already answering for you.

already answering

Your buyers are asking an assistant before they ask a search box. Each generative engine picks its sources differently, so each one needs its own read: which pages it trusts, which competitors it names first, and how it describes you when nobody from your company is in the room. Traditional SEO earns a position in a list; GEO earns a sentence inside the answer.

Further reading: AI Search Agencies for Finance in 2026.

ChatGPT

ChatGPT

Perplexity

Perplexity

Google AI Overviews

Google AI Overviews

Microsoft Copilot

Microsoft Copilot

The default research assistant.

We track how your brand appears across your buyers’ real prompts — discovery, comparison and procurement — then work the sources behind those answers. With 800 million weekly users (TechCrunch, 2025), this is where most of the shortlists your sales team never sees are now being formed. Browsing-enabled answers change faster than the base model, so we measure both.

  • Prompt set tracking
  • Share of voice
  • Sentiment and accuracy
  • Cited source breakdown

800M

weekly ChatGPT users (TechCrunch 2025)

Monthly

tracking across your prompt set

Citations are visible — and winnable.

Perplexity shows its sources, which makes the gap measurable rather than theoretical. At 780 million queries in May 2025 (TechCrunch) and growing, it is the best laboratory we have for answer engine optimization: we target the specific pages being cited in your category, then verify the citation actually changed.

  • Citation gap analysis
  • Source targeting
  • Freshness signals
  • Verification after the fact

780M

monthly queries, May 2025 (TechCrunch)

Visible

sources make the gap measurable

Where organic and generative search collide.

AI Overviews pull from pages that answer cleanly and carry entity clarity. Coverage swung from 6.5% of queries in January 2025 to just under 25% in July, then back below 16% in November (Search Engine Land) — so we restructure the pages that already rank to qualify, rather than betting the plan on one layout staying put.

  • Answer-shaped sections
  • Schema and entities
  • SERP overlap analysis
  • Content structure fixes

25%

peak query coverage, July 2025 (SEL)

16%

coverage by November 2025 (SEL)

The enterprise research path.

Copilot leans on a different source mix again, including the documentation and comparison content your procurement-stage buyer reads. We cover those sources deliberately and chase factual errors about your brand back to the page that caused them, because arguing with a large language model changes nothing while changing its inputs changes everything.

  • Source coverage
  • Comparison content
  • Accuracy fixes
  • Documentation clarity

Procurement

stage sources, not just discovery

Corrected

errors chased to their source

97%

of digital leaders report AEO impact (Conductor)

12%

of digital budget now goes to AEO (Conductor)

4

engines tracked every month

Yours

The prompt set, data and content

We made the difference for those brands

Food & beverage

Beauty, personal care & wellness

Retail & commerce

Home essentials, appliances, kitchen & pet

Consumer tech and platforms

SMB

Home essentials, appliances, kitchen & pet

Beauty, personal care & wellness

B2B software, fintech, insurance

SMB

Healthcare & regulated services

B2B software, fintech, insurance

Travel & mobility

B2B software, fintech, insurance

Home essentials, appliances, kitchen & pet

SMB

Retail & commerce

B2B software, fintech, insurance

Creative, content, arts & culture

Consumer tech and platforms

B2B software, fintech, insurance

Food & beverage

Home essentials, appliances, kitchen & pet

Food & beverage

Creative, content, arts & culture

B2B software, fintech, insurance

Creative, content, arts & culture

Healthcare & regulated services

Creative, content, arts & culture

SMB

Retail & commerce

Home essentials, appliances, kitchen & pet

Food & beverage

Apparel and lifestyle

01 — The challenge

You are being described to buyers you never meet.

A growing share of research now finishes inside an assistant. The buyer asks, the model answers, and a shortlist is formed from sources you did not choose. If your brand is absent — or described from a three-year-old listicle — you lose the deal before a click exists. The same pressure is visible in classic search, where 58.5% of US Google searches now end without a click (Semrush).

“We asked ChatGPT for the best agencies in our category. It named three competitors and got our pricing wrong.”

That answer is not random. It comes from specific pages, directories and comparison articles the model trusts, and those are addressable. Generative engines summarise what the web agrees on about you, so the work is partly your own content structure and partly the third-party sources doing the describing. Both are measurable, both move, and the brands starting now are compounding a visibility advantage while their competitors are still arguing about whether AI search matters.

02 — Our approach

Change the sources, change the answer.

We build a prompt set that mirrors how your buyers actually ask, measure your share of voice, position and sentiment across engines, then work the two levers that move it. First, your own pages: restructured into answer-shaped sections with clean entities, consistent naming and schema, so a model can quote you without guessing. Second, the third-party sources those engines already cite: listicles, directories, comparison articles and review platforms, corrected, updated or earned. Every month you get the citation gap report showing which domains decided your answer and which ones we changed — the whole point being that AI visibility becomes a number you manage rather than a rumour you react to.

03 — What we did

Measure, restructure, place, re-measure.

Monthly tracking across engines with the citation gap report attached, so you can see which sources are deciding your answer and which ones we changed. Nothing here is a black box: the prompt set, the raw answers and the cited domains are all yours.

Weeks 1-2 / Baseline

Build the prompt set your buyers actually use

Taken from sales calls, support tickets and search data, then run across every engine to record position, sentiment and cited sources.

Prompt set and baseline

Month 1 / Your pages

Restructure the pages a model can quote

Answer-shaped sections, entity clarity, consistent naming and schema across the pages that define what your company does.

Answer-shaped content and schema

Month 2 onward / Third parties

Work the sources the engines already trust

Listicles, directories and comparison articles corrected, refreshed or earned, prioritised by how often each domain is actually cited.

Citation gap work

Ongoing / Measurement

Re-measure and report the movement

Share of voice, position and sentiment per engine with the cited-domain breakdown, so improvement is evidenced rather than asserted.

Monthly AI visibility report

DELIVERABLES

What changes when we start.

What changes

Answer engine visibility is won in structure, entities and third-party sources — not in keyword density. Every artefact below is yours to keep.

How your buyers actually ask icon

How your buyers actually ask

A prompt set built from your sales calls and search data rather than invented in a workshop, versioned so trends stay comparable.

Make the model certain who you are icon

Make the model certain who you are

Schema, consistent naming and factual coverage across the pages that define your company, products and pricing.

Content a model can quote cleanly icon

Content a model can quote cleanly

Answer-shaped sections, clear headings and self-contained paragraphs, applied first to the pages that already rank.

Fix what the engines already trust icon

Fix what the engines already trust

Listicles, directories, review platforms and comparison pages corrected, updated or earned in priority order.

Monitoring for factual errors icon

Monitoring for factual errors

Wrong pricing, stale positioning or a competitor’s claim attached to your name, traced to the source that caused it.

Visibility you can put in a board deck icon

Visibility you can put in a board deck

Monthly share of voice, position and sentiment per engine, with the cited domains and the raw answers attached.

HOW WE WORK

Operating standards, not promises.

Operating standards

Paper quotation mark standing upright casting a long shadow on a desk
Per engine
ChatGPT, Perplexity and AI Overviews tracked separately
Per prompt
Cited-source breakdown so you see what decided the answer
Corrected
Factual errors about your brand chased down at the source
Source led
Work aimed at the pages the engines actually cite
Shape

B2B

Procurement-stage prompts, comparison content and analyst sources.

Explore

B2C

Local and category prompts, review platforms and directories.

Explore

eCommerce

Product and comparison prompts, feed clarity and retailer sources.

Explore

Built on trust. Proven by results.

We partner with SMBs and Fortune 500 companies to deliver more than reach — we bring clarity, execution, and measurable outcomes. Every successful partnership starts with a strong culture fit and a shared drive to grow.

Over 253x 5-star
reviews
TikTokGoogle AdsShopifyWebflowSEMrushMetaHubSpot

CASE STUDIES

Discover why these market leaders are choosing Web Tonic

Discover our work
Discover our work

Case studies

Website Portfolio

Video Ads

Static Ads

Food Allergy Institute — case study lead image

2026

243 → 1,012 consultations/mo · cost per landing page view −30%

Long Beach, California, United States

Food Allergy Institute

Monthly booked enrollment consultations grew from 243 in January 2026 to 1,012 in September 2026 — 5,836 in nine months — while Meta spend stayed flat at $717,944 (+1.7% year over year). Reach was cut back on purpose — impressions fell 24.2% — while landing page views rose 45.2%.

Discover more

Health & medical

Farrukh Ahmed CPA — case study lead image

2026

position 50 → 17 · +166% desktop map impressions

Mississauga, Ontario

Farrukh Ahmed CPA

A Mississauga accounting practice went from average Google position 50.1 at launch to 17.01, grew organic clicks 55.3% on matched months, and lifted Google Business Profile search impressions 92.7% on mobile and 166.0% on desktop year over year.

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Professional services

Stone Decorative — case study lead image

2026

137 → 1,075 monthly clicks · +85% calls

Quebec, Canada

Stone Decorative

A decorative stone retailer climbed from an average Google position of 30.5 to 11.0 and grew monthly organic clicks from 137 to 1,075 across the recovery window, while tracked calls rose 85.3% year over year on matched months.

Discover more

Home services & trades

Univer Phone — case study lead image

2026

+77% tracked calls · position 19.2 → 5.5

Saint-Eustache, Boisbriand and Mont-Royal, Quebec

Univer Phone

A three-store phone repair business moved from an average Google position of 19.2 to 5.5, grew search impressions 32.6% year over year, and took 1,844 tracked calls in twelve months against 1,044 in the twelve before that — a 76.6% increase on matched months.

Discover more

Retail & e-commerce

Oever — Event promotion (Google Ads)

2026

1,678,801 impressions · $3.05 CPM

New York City, United States

Oever

A New York stage production went from a cold Google Ads account to 1,678,801 impressions and 2,699 clicks in fourteen days, at a $3.05 CPM and $1.90 per click, with 842,159 of those impressions served inside a five-mile geofence around the venue.

Discover more

Events & venues

Santoy Calgary Painters — SEO

2026

+46% sessions

Calgary, Alberta, Canada

Santoy Calgary Painters

Across twelve matched months, a Calgary painting contractor grew all-channel sessions from 841 to 1,229 and profile direction requests from 473 to 571.

Discover more

Home services & trades

Peintres Montréal — SEO

2026

+441% sessions

Montreal and Laval, Quebec, Canada

Peintres Montréal

Across twelve matched months, a Montreal and Laval painting contractor grew all-channel sessions from 529 to 2,862 and new users from 472 to 1,823, with a two-month spike accounting for part of the gain.

Discover more

Home services & trades

Prépa PPL — audience launch

2026

0 → 1,575 sessions/month

France

Prépa PPL

A French private pilot licence exam-prep platform went from launch to 2,815 all-channel sessions in four months, reaching 1,575 sessions in July 2026 alone from a zero baseline.

Discover more

Education & training

Peinture Marcil — SEO launch

2026

0 → 2,176 sessions

Rive-Nord, Montreal, Quebec, Canada

Peinture Marcil

A Rive-Nord commercial and industrial painting contractor went from no measurable search presence to 2,176 all-channel sessions and 55 organic clicks in its first eight months, with profile website clicks up 72%.

Discover more

Home services & trades

Canado-Nacan Équipements — SEO

2026

36.2 → 25.8 avg position

Quebec, Canada

Canado-Nacan Équipements

Across twelve matched months, an industrial safety equipment supplier improved average Search Console position from 36.2 to 25.8 and grew all-channel sessions 9% to 17,724.

Discover more

B2B & SaaS

Benjel — SEO

2026

24.8 → 18.8 avg position

Montreal, Quebec, Canada

Benjel

Across twelve matched months, a Montreal air-quality and asbestos testing consultancy improved average Search Console position from 24.8 to 18.8 and grew impressions 13% to 980,767.

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Professional services

Arboxygène — SEO

2026

25.5 → 18.9 avg position

Montérégie, Quebec, Canada

Arboxygène

Across twelve matched months, a certified Montérégie arborist lifted average Search Console position from 25.5 to 18.9, grew impressions 34% to 858,405 and grew profile website clicks 26%.

Discover more

Home services & trades

Traiteur Tiguidou website homepage

Traiteur Tiguidou

Webflow

Webflow Site

Québec, Canada

Traiteur Tiguidou

Built Traiteur Tiguidou a Webflow site where every mobile catering concept gets its own page, its own colour world and its own reason to be booked.

Discover more

Events & hospitality

Millie & Jones website homepage

Millie & Jones

Shopify

Shopify Store + CRO

Hemel Hempstead, United Kingdom

Millie & Jones

Design, development and ongoing maintenance of a 193-product Shopify store for a family-run UK kids' bed brand, built around guided navigation and reassurance instead of a flat product wall.

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Home, sleep and furniture

MARCOZO website homepage

MARCOZO

Shopify

Shopify Design + Development

Canada

MARCOZO

Design and development of MARCOZO's Shopify store — a men's jewelry brand selling tarnish-resistant pieces through category browsing and campaign lookbooks.

Discover more

Jewelry & eyewear

BloomsyBox website homepage

BloomsyBox

Shopify

Shopify Design + Dev + CRO

United States

BloomsyBox

Design, development and conversion work on BloomsyBox's Shopify store — a farm-direct flower subscription that sells recurring plans and single bouquets from the same catalogue.

Discover more

Flowers & gifting

PetalDriven.com website homepage

PetalDriven.com

Shopify

Shopify Design + Development

Mar Vista, Florida, United States

PetalDriven.com

Design and development of PetalDriven's Shopify store — a farm-direct flower catalogue that serves working florists and first-time DIY wedding buyers from the same inventory.

Discover more

Flowers & gifting

SAINT homepage hero with the buy one get one free offer

SAINT

Shopify

Shopify Dev + CRO + Analytics

Australia

SAINT

Development, conversion work and analytics on SAINT's Shopify store — the fit-over product page, the bundle offer and the landing page that carries the paid traffic.

Discover more

Jewelry & eyewear

Culprit Underwear website homepage

Culprit Underwear

Shopify

Shopify Store + CRO

United States

Culprit Underwear

Site build and conversion work on Culprit Underwear's Shopify store — a loud, print-driven underwear brand where every drop is limited, so the store has to convert on fit confidence and bring the same buyer back for the next print.

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Apparel & fashion

Lyson Duval website homepage

Lyson Duval

WordPress

WordPress Site

Québec, Canada

Lyson Duval

A WordPress site for a Québec mentor and EFT practitioner, built so each programme — the collective sanctuary, the self-paced course, the seasonal event — has its own page and its own argument.

Discover more

Coaching & wellness

WholesaleRoses.com website homepage

WholesaleRoses.com

Shopify

Shopify Design + Development

Miami, Florida, United States

WholesaleRoses.com

Design and development of WholesaleRoses.com on Shopify — a farm-direct bulk rose catalogue built so florists, event planners and DIY buyers can shop the way they actually think.

Discover more

Flowers & gifting

roe Wellness website homepage

roe Wellness

Shopify

Shopify Design + Development

United States

roe Wellness

Designed and built the Roe Wellness Shopify store — a mom-and-baby skincare range merchandised around customer-submitted before/after photography and heavily structured reviews.

Discover more

Skin care & beauty

Centre Dentaire Valiquette website homepage

Centre Dentaire Valiquette

WordPress

WordPress Site

La Petite-Patrie, Montréal, Québec

Centre Dentaire Valiquette

The first website for a family dental clinic that had run on word of mouth in La Petite-Patrie since 1986 — built to feel as calm as the practice itself.

Discover more

Healthcare

Petzyo website homepage

Petzyo

Shopify

Shopify Design + Development

Australia

Petzyo

Design and development on Petzyo's Shopify store: a B Corp certified Australian dog food brand selling dry, raw and treat ranges, plus a subscription box, on nutrition detail rather than cute packaging.

Discover more

Supplements and wellness

Oura Health

Health & Medical

InBeat OURA SOW001 D2 UGC Matthew 9x16 — video ad creative

https://s3.amazonaws.com/webflow-prod-assets/69dce281d3b49704d8c8cdd0/6a78b886157ed9bc2f507c28_out2.mp4

Oura Health

Health & Medical

Track your health more accurately with a sleek smart ring

https://s3.amazonaws.com/webflow-prod-assets/69dce281d3b49704d8c8cdd0/6a7889cfe1dedd519c829fc4_out.mp4

Oura Health

Health & Medical

Monitor your health effortlessly without changing your lifestyle

https://s3.amazonaws.com/webflow-prod-assets/69dce281d3b49704d8c8cdd0/6a78b86e14801b4217b47458_out2.mp4

Oura Health

Health & Medical

Consistent daily habits and tracking can help improve your overall health

https://s3.amazonaws.com/webflow-prod-assets/69dce281d3b49704d8c8cdd0/6a7889ad204f7a9be21fd5ab_out.mp4

Oura Health

Health & Medical

Get more clarity and less pressure with health insights

https://s3.amazonaws.com/webflow-prod-assets/69dce281d3b49704d8c8cdd0/6a78b85e468d9afc9b9d0882_out2.mp4

Oura Health

Health & Medical

Understand your cycle and work with your body's natural rhythm

https://s3.amazonaws.com/webflow-prod-assets/69dce281d3b49704d8c8cdd0/6a78b84a3a753f3186f65207_out2.mp4

Oura Health

Health & Medical

InBeat OURA F UGC D 9x16 Jenny — video ad creative

https://s3.amazonaws.com/webflow-prod-assets/69dce281d3b49704d8c8cdd0/6a78c28aacb83de1fd8e3adc_out2.mp4

Oura Health

Health & Medical

Skip the trial and error with a personalized health wearable

https://s3.amazonaws.com/webflow-prod-assets/69dce281d3b49704d8c8cdd0/6a78897524cfb409e117db2d_out.mp4

Oura Health

Health & Medical

InBeat OURA F UGC D 9x16 Jenny — video ad creative

https://s3.amazonaws.com/webflow-prod-assets/69dce281d3b49704d8c8cdd0/6a78b8333a753f3186f64e0a_out2.mp4

Oura Health

Health & Medical

A more accurate and comfortable way to track your health

https://s3.amazonaws.com/webflow-prod-assets/69dce281d3b49704d8c8cdd0/6a78894cb8c787e161139a17_out.mp4

Oura Health

Health & Medical

InBeat OURA F UGC D 9x16 868gjy6ba — video ad creative

https://s3.amazonaws.com/webflow-prod-assets/69dce281d3b49704d8c8cdd0/6a78b80e157ed9bc2f504f45_out2.mp4

Oura Health

Health & Medical

Track your health and wellness throughout your daily routine

https://s3.amazonaws.com/webflow-prod-assets/69dce281d3b49704d8c8cdd0/6a788840505270c5384c67e5_out.mp4

Food Allergy Institute

Health & Medical

EN

Access expert allergy treatment from anywhere in the country

Food Allergy Institute

Health & Medical

EN

Overcome food allergies with a proven tolerance program

Food Allergy Institute

Health & Medical

EN

Help your child build lasting tolerance to food allergies

MDF

Automotive

FR

Fast and reliable mobile roadside assistance when you need it

MDF

Automotive

FR

Manage your commercial fleet with zero downtime

MDF

Automotive

FR

Avoid surprise bills with transparent auto repair pricing

MDF

Automotive

FR

Get quality car repairs for ten percent less

MDF

Automotive

FR

Enjoy ten percent off your next car repair

MDF

Automotive

FR

Trust your vehicle with affordable and reliable maintenance

MDF

Automotive

FR

Save ten percent with your trusted local mechanic

MDF

Automotive

FR

Get ten percent off all your auto repairs today

Hopper

Travel & Hospitality

EN

Stop wasting money on overpriced hotel rooms

FAQ

What brands ask us first.

Is GEO just SEO with a new name?

They overlap and they are not the same. Traditional SEO optimises for a ranked list of ten results. Generative engine optimization and answer engine optimization optimise for being selected, summarised and cited, which depends on entity clarity, content structure and third-party sources as much as on your own pages. In practice we run them together: the research is shared, and a page that deserves to rank is usually one restructuring pass away from being quotable.

How do you measure AI visibility?

We run a fixed prompt set across ChatGPT, Perplexity, Google AI Overviews and Copilot every month and record whether you appear, in what position, with what sentiment, and which domains were cited in the answer. Individual answers vary between runs, so the trend across a stable prompt set is the number that matters. You get the raw answers as well as the summary, because a claim you cannot inspect is not evidence.

How long before the answers change?

Changes to your own pages, schema and naming can show up within weeks, especially in engines that browse live. Changing the third-party sources an engine trusts takes longer — a corrected listicle or an earned comparison placement has to be recrawled and re-weighted — but it also lasts far longer. We report both tracks separately so progress is never one blended number.

What if an engine says something false about our brand?

We trace the claim to the page that caused it and work that source: a correction request, an updated data point, a better page of our own, or a replacement source the engine trusts more. Arguing with the model does nothing; changing its inputs does. Accuracy monitoring is part of the monthly report rather than an emergency service.

Do we need this if our SEO is already strong?

Strong SEO helps and does not guarantee citation. Pages that rank well often need restructuring before an engine will quote them, and plenty of brands with excellent organic visibility are absent from the answers entirely because the comparison content in their category was written by someone else. The good news is that the same authority makes the GEO work faster once the structure is fixed.

Which engines do you cover, and can you add more?

ChatGPT, Perplexity, Google AI Overviews and Microsoft Copilot as standard, and we add engines when a client’s buyers use them — Gemini, Claude and vertical assistants included. The prompt set is portable, so adding an engine is a measurement decision rather than a new project.

How does this affect our website traffic?

Some answers send a click and some do not, which is exactly why the metric is citation rather than sessions. With 58.5% of US searches already ending without a click (Semrush), being the source that gets quoted protects demand that would otherwise disappear from your analytics. We still report assisted traffic and branded search movement, because those are where the commercial effect usually shows first.

Can you help us appear in AI Overviews specifically?

Yes, and we treat it as a moving target on purpose. Coverage went from 6.5% of queries in January 2025 to nearly 25% in July, then back under 16% by November (Search Engine Land). So we optimise the pages that already rank for answer-shaped structure and entity clarity — work that pays whether the layout expands or contracts — rather than chasing one surface.

What does a GEO engagement cost, and what do we get?

One monthly number covering measurement, your own content and structure work, and the third-party source programme, scoped from the baseline audit. You get the prompt set, the monthly report with raw answers and cited domains, the content changes, and the placement log. Everything stays in your name, and there is no lock-in.

Should we be advertising inside AI assistants too?

If you want early positioning, yes — deliberately and with clear eyes. We run ChatGPT Ads for clients who want to be present as the surface matures, and we report it as a land-grab bet rather than a proven performance channel. GEO is the organic half of the same shift, and most brands should get the organic side right first.

Who does the work, and how do we work together?

Named senior specialists — the people who run the measurement also write the content plan. One weekly working session, one written monthly review, and a shared channel in between. Where your team wants to own the content production, we brief and review it instead, and hand over the documentation so the capability stays with you.

What tools do you use to track generative search?

A mix of dedicated AI-visibility platforms and our own prompt runner, plus the classic search stack for the overlap. The tools matter less than the method: a stable prompt set, the same models and settings each month, and the raw responses stored so a trend can be audited rather than trusted. Generative systems vary run to run, so a strategy built on one screenshot is not a strategy. We record which citations each engine returned, how the language models described your website, and what changed since the previous month.

How is optimizing for generative search different day to day?

Less keyword work, more structure and facts. In practice a typical month includes rewriting a handful of pages into self-contained answers, tightening entity and naming consistency, adding or correcting data points that generative engines quote, chasing two or three third-party sources, and re-running the prompt set. It looks more like digital PR and content engineering than traditional search engine optimization, and it shares its research with the SEO plan so nothing is done twice. Where demand needs creating rather than capturing, paid social and paid search carry that load, and verticals with heavy comparison content — for instance eCommerce — usually see the fastest citation movement.

Ready to be the cited answer?