YOUR CUSTOMER ASKED CHATGPT WHAT TO BUY. DID IT RECOMMEND YOUR PRODUCT?
61% of consumers now use AI to research what to buy, and AI-referred shoppers convert up to 23x higher than organic search. Meanwhile CAC is climbing and ROAS is declining across nearly every paid platform you’re running. We fix both problems at once — structuring your product feed for AI shopping discovery while rebuilding the retention engine that makes paid acquisition profitable again.
YOUR 2023 PLAYBOOK
IS BURNING CASH
FASTER THAN IT’S BURNING IMPRESSIONS.
ChatGPT Shopping Doesn’t Know Your Products Exist
83% of ChatGPT’s shopping carousel data pulls directly from Google Shopping — meaning if your feed is incomplete or your OAI-SearchBot access is blocked, you’re invisible to a channel converting AI-referred shoppers 23x higher than organic. Most stores have never checked either setting. Reddit alone accounts for roughly 39% of AI shopping citations; most brands have zero presence there.
CAC Is Up, ROAS Is Down, and Nobody Told You Why
87% of industries saw CPC increases in 2025, driven by AI-feature-driven bidding escalation and platform saturation. Acquisition costs are rising while ROAS declines across nearly every paid channel simultaneously — Meta, Google, even Amazon. Most brands respond by spending more on the same channels instead of asking whether paid acquisition alone can still be profitable.
Your Analytics Are Hiding Your Real AI Traffic
Roughly 70.6% of AI referral traffic is invisible in standard GA4 setups, misclassified as “direct” traffic. Paid ChatGPT accounts don’t pass referrer data. Gemini’s Deep Research mode doesn’t either. Most stores relying on default dashboards are systematically underestimating AI’s actual contribution to revenue by an estimated 3-4x — and making budget decisions based on numbers that are simply wrong.
You’re Buying Customers Once and Losing Them Forever
Acquisition wins the first sale. Retention is where the actual profit lives — and most brands have no system built for it. A customer who buys a second time within 60 days is worth roughly 3x the long-term value of one who doesn’t, yet most stores spend nothing on the win-back sequences that would trigger that second purchase.
DO THIS
RIGHT NOW.
Open ChatGPT on your other tab. Ask it to recommend a product in your exact category, the way a real customer would phrase it. Read the full answer. Count how many times your brand name shows up.
“What’s the best [your product category] for [your specific use case / customer type]?”
For most stores, the answer is zero. And the part that should worry you: traffic from generative AI to retail sites grew 4,700% year-over-year, and those shoppers convert at rates traditional channels can’t touch. The brands winning 2026 aren’t the ones with the biggest ad budget. They’re the ones the AI actually trusts enough to recommend.
Get the report on what AI says about your storeSIX MOVES.
NONE OF THEM ARE “JUST INCREASE THE AD BUDGET.”
ChatGPT Shopping & AI Feed Optimization
We get your product feed to 95%+ attribute completion, confirm OAI-SearchBot crawler access without exposing training data via GPTBot, and structure JSON-LD Product schema with server-side rendering. Since 83% of ChatGPT’s shopping data pulls from your existing Google Shopping feed, fixing it once powers visibility across both channels simultaneously.
Real Attribution, Not the 3-4x Undercount
We rebuild your analytics to surface AI-referred traffic your default GA4 setup is currently misclassifying as “direct” — roughly 70.6% of it, per current industry tracking. Once the real numbers are visible, budget decisions stop being guesses.
Profit-First Paid Media
We structure Meta and Google bidding around your actual margin and LTV, not platform-reported ROAS — measuring incrementality and full-funnel attribution instead of last-click. Creative testing runs at volume; brands testing 20+ new creatives monthly see meaningfully higher ROAS than ones running the same five ads for a quarter.
Email & SMS as the Profit Engine
Email delivers $36-$79 per $1 spent — the highest ROI of any ecommerce channel by a wide margin. SMS follows close behind. We build the flows that actually drive that return: abandoned cart, post-purchase, win-back at the 60-day mark, and segmented campaigns to your highest-LTV customers first.
Checkout & Conversion-Path Optimization
The gap between average and top-performing checkout flows produces up to a 3x conversion lift on its own — before a single additional ad dollar is spent. We audit and fix the friction points specific to your store: page speed, mobile checkout, payment options, cart abandonment triggers.
Third-Party Presence Where AI Actually Looks
Reddit accounts for roughly 39% of AI shopping citations — more than any other single source. We seed authentic presence in the communities and comparison content LLMs pull from when recommending products in your category, the same discipline as GEO but built for commerce intent specifically.
THREE TIERS.
MONTH-TO-MONTH.
PRICED TO YOUR MARGIN,
NOT YOUR EGO.
From a single-SKU brand finding its first scalable channel to a multi-line store ready to dominate a category, every package is built to pay for itself in profit, not impressions. We share numbers after the audit — because quoting blind is what bad agencies do.
STRAIGHT
ANSWERS.
GET THE REPORT ON
WHAT AI SAYS
ABOUT YOUR STORE.
- ChatGPT Shopping + Google Shopping visibility scan
- Product feed attribute-completeness score
- Real-attribution check on hidden AI-referred traffic
- Top three checkout conversion-path gaps
- One-page action plan, prioritized, no fluff
- No call required. One email, then the ball is yours.