ChatGPT Ads
for Shopify stores.

ChatGPT converts 2x more than Meta & Google

Pricing

ChatGPT Ads Management

LIGHT

$500

per month

Guarantee: if I don’t beat your current Google/Meta CPA, you don’t pay month one.

Up to $500 in ChatGPT ad spend

1× campaign + optimization

Ad-creativities + copy (max. 5 tests /mo)

GEO-optimized PDPs

Daily monitoring of campaign and budget

Semi-monthly performance report

30-day cancellation, no minimum term.

ChatGPT Ads Management

GO

$1,000

per month

Guarantee: if I don’t beat your current Google/Meta CPA, you don’t pay month one.

1× campaign + optimization

Ad-creativities + copy (max. 10 tests /mo)

GEO-optimized PDPs

Daily monitoring of campaign and budget

Semi-monthly performance report

30-day cancellation, no minimum term.

ChatGPT Ads Management

PLUS

$3,000

per month

Guarantee: if I don’t beat your current Google/Meta CPA, you don’t pay month one.

3× campaigns + optimization

Ad-creativities + copy (max. 30 tests /mo)

GEO-optimized PDPs

Daily monitoring of campaign and budget

Semi-monthly performance report

30-day cancellation, no minimum term.

ChatGPT Ads Management

PRO

$9,000

per month

Guarantee: if I don’t beat your current Google/Meta CPA, you don’t pay month one.

3× campaigns + optimization

Ad-creativities + copy (max. 30 tests /mo)

GEO-optimized PDPs

Message-Match Strategy build per campaign: LP + funnel alignment

Daily monitoring of campaign and budget

Semi-monthly performance report

30-day cancellation, no minimum term.

Guarantee

Your CPA drops or you don’t pay.

You bring your CPA from the last 30 days on Google or Meta Ads.

If I don’t beat your current Meta CPA on the campaign, the first month is on me.

Applies to LIGHT, GO, PLUS and PRO.

NO questions asked.

Why now

ChatGPT is where decisions happen now.

Traffic growth

AI traffic to US retail up 393% YoY (Adobe, Q1 2026).

Conversion rate

AI referrals convert at 11.4% vs 5.3% for organic (Similarweb, 2026).

Decision moment

Decisions happen inside AI answers, before the click.

Holiday signal

693% YoY growth in AI-referred shopping (Adobe, holiday 2025).

Method

What we do on your PDPs.

Schema check

Product, Offer, Review, FAQ JSON-LD. Server-rendered, so AI crawlers can read it.

On-page basics

Title, meta, canonical, H1, image alt.

AI engine probe

8 real buyer queries asked to Gemini and ChatGPT. We see who gets recommended instead.

Priority fix list

A+/A/B/C ranked plan handed to your dev team. Re-tested after shipping.

Who you work with

Founder-led.

Sacha Lefebvre.

I stand behind every ChatGPT Ads decision and every GEO recommendation.

English, French, Spanish audiences I can help you scale to.

Sacha Lefebvre, founder of Paid Ai Search

Experience

13 years in SEO and Ads.

CPA

$1.84 acquisition cost for an average order of $70.

Founded

5 businesses built from scratch.

Exit

Urban Safari sold to Experiencity, 2023.

FAQ

Common questions.

What’s the difference between LIGHT, GO, PLUS, and PRO? +

LIGHT ($500/mo) is the test tier: up to $500 ad spend, 1 campaign, 5 creative tests/mo. GO ($1,000/mo) is the entry tier: 1 campaign, 10 creative tests/mo. PLUS ($3,000/mo) is 3 campaigns, 30 creative tests/mo. PRO ($9,000/mo) is PLUS plus a Message-Match Strategy build per campaign (landing page + funnel alignment to the ChatGPT prompt that triggered the ad). All four include GEO-optimized PDPs, daily monitoring, semi-monthly reports. The CPA-beating guarantee applies to all four tiers.

How long does it take to get started? +

About one week from signup. Quick intake, then we map which queries you should show up in and where you currently appear. We verify your baseline CPA (you bring your last 30 days from Google or Meta), build a strategy based on the tier you chose, set up the campaign, review creative, and launch.

What do I need to do? +

Give us your website URL, open an OpenAI Ads account (verification takes a few days), and invite us to it. We handle the rest.

What do you actually do each month? +

All our services come with one thing that matters most: human thinking. Behind every query we target, every campaign, and every ad, there’s a strategy. We learn your brand, your AI visibility, your industry, and the questions buyers actually ask ChatGPT, then build the perfect fit for you.

Can I upgrade my service? +

Of course. We’ll always tell you when we think you’re ready for an upgrade. For example, we recently launched a campaign for a brand in a crowded, expensive category: instead of competing head-on, we started low-profile in a less crowded adjacent product with a tightly optimized budget, then used a bundle offer on a message-match landing page to sell both products together.

What’s the minimum ad budget? +

LIGHT is built for up to $500 in monthly ad spend. GO, PLUS, PRO have no hard floor, but most operators run $3,000 to $15,000+ in monthly ad spend on top of the management fee. The guarantee math works at any spend level you bring.

How do you actually GEO-optimize my PDPs? +

Same engine we built for proproductpage.com. We check schema (Product, Offer, Review, FAQ JSON-LD, server-rendered so AI crawlers can read it), on-page basics (title, meta, canonical, H1, alt), then run 8 real buyer queries against Gemini and ChatGPT to see who gets recommended instead of you. Result: a prioritized A+/A/B/C fix list we hand to your dev team. We re-test after they ship.

What counts as an "ad-creative + copy test"? +

A new variation of the ad’s headline, description, or creative shipped to your campaign. We brief copy and creative; your design/dev team deploys (or we do on PRO). Same testing cadence as Meta Ads creatives, different artifact, since ChatGPT Ads is text-led.

What is AI Attribution and do I need it? +

AI Attribution is the pixel + Conversions API setup that lets you see which sales came from ChatGPT Ads inside OpenAI Ads Manager. Without it, conversions can be misattributed or lost. Sold as add-ons at checkout: one-time Setup ($1,000) and monthly Maintenance ($400) for ongoing pixel health. Optional, but recommended if you want clean attribution from day one.

How do you measure performance? +

Standard ad metrics (CPA, ROAS, CTR) plus AI-channel-specific ones (inclusion rate in relevant queries, AI-referred session revenue, assisted conversions). Last-click attribution alone is insufficient because AI decisions happen before the click. The AI Attribution add-on gives the cleanest pixel + CAPI data.

How does the guarantee work? +

You bring your current Google Ads or Meta Ads CPA from the last 30 days. We run your ChatGPT Ads through month one. If we don’t beat that CPA by the end of month one, you don’t pay month one. Applies to all four tiers (LIGHT, GO, PLUS, PRO). No questions asked.

Why flat monthly retainers instead of performance pricing? +

Predictable cost on both sides. Performance pricing introduces attribution arguments and month-to-month variance. Flat retainers let the work focus on building the right campaigns and creatives, not on negotiating where the conversion came from.

Do you handle Google Ads and Meta Ads too? +

No. We specialize in ChatGPT Ads only. You keep running Google or Meta wherever they work for you. The guarantee is anchored to your existing Google/Meta CPA: we beat that benchmark on ChatGPT, or you don’t pay month one.

Do you work with non-Shopify stores? +

No. Shopify only. The playbook is built around Shopify’s stack.

Who is this not for? +

OpenAI-prohibited verticals: dating, certain health categories, financial services, politics. ChatGPT Ads doesn’t accept those categories.

Not sure where to start?