< WHAT WE DO >
Not brand mentions. Not blog citations. The actual product, at the right price, from the right retailer, in the answer a shopper gets when they ask what to buy. That takes catalog-level work across feeds, content, paid, and monitoring — done for you, not handed off.
< THE VEKTOR LOOP >
AI commerce is not a project with an end date. The platforms change weekly, competitors optimize constantly, and feed data drifts the moment you stop watching. The loop never stops because the shelf never holds still.
< THE VEKTOR LOOP >
We pull up your products in ChatGPT™ — live, on a call — and show you exactly where you are winning, losing, and leaking. Feed accuracy, price correctness, competitive share, and the editorial sources deciding your category. In writing, within 48 hours.
Free. Not a pitch deck — a plan you could hand to your board.
Feeds, prices, product data, merchant enrollment, decision-confidence content, citation gaps. We do the catalog-level work that gets products found, recommended, and bought on AI surfaces. This is not blog SEO. It is product-level infrastructure.
Ongoing retainer. The work compounds every month.
Daily tracking across every SKU and every query. Score drift, price accuracy, competitive movement, citation shifts, platform changes. When something breaks, we catch it — usually before you see the report.
Live dashboard. Weekly updates. Real-time alerts.
Paid placements on AI surfaces, managed end-to-end. Spend management, conversational creative, audience strategy, conversion tracking. The auction is thin and the rates are low. That will not last.
We run the spend. You own the data.
< WHY THE LOOP NEVER STOPS >
Amazon agencies retain clients for years because the marketplace changes constantly — algorithms update, competitors launch, pricing shifts, new ad types go live. AI commerce surfaces are the same, except they are changing faster because the platforms are younger and iterating weekly.
Surfaces change. OpenAI's merchant feed program is months old and still adding features. Google AI Mode's citation patterns differ from six months ago.
Scores drift. A brand at 85 readiness today can be at 72 in six weeks because a competitor optimized, an editorial source updated its picks, or a feed error crept in.
Competitors move. New entrants and newly-optimized brands are constantly reshaping the recommendation set. Your category share erodes the moment you stop managing it.
The ad auction matures. ChatGPT™ Ads launched with CPC bidding and low minimums. Rates will climb as the channel crowds. Early spend buys data and position that compounds.
< BEST FIT >
Best categories: home, kitchen, beauty, electronics, supplements, outdoor, pet, and anything where shoppers compare before they buy. If ChatGPT™ can answer the question, we can make sure your product is in the answer.
We show you your products in ChatGPT™ — live, with competitive benchmarks — and deliver the plan in writing within 48 hours. No pitch deck. No commitment.
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