Put your product in AI recommendations.
AI search optimization for retail & e-commerce.
We measure how AI sees your products and competitors, then improve product data, external sources and purchase paths end to end.
Free · 30-minute online review · report sent afterward
ChatGPT
Claude
Gemini
CopilotProblem
AI recommendations —
does any of this sound familiar?
Most retail and e-commerce teams get stuck in the same places.
And every missed answer is a missed sale.
You don't appear
Ask ChatGPT, and your product never makes the answer.
Competitors everywhere
The same question keeps surfacing competitors instead.
You rank #1 on Google
You win in search, yet you're invisible in AI answers.
No idea why
It's unclear where to even start fixing it.
This is not about how good your product is. So what is happening inside the AI?
Three reasons you don't appear
AI builds its answers through a fixed pipeline — and it breaks in predictable places.
Not reached
AI and its search engines can't even get to your pages. Blocked crawlers and missing indexation are entry-level failures.
Not retrieved
AI fans one question out into many search queries. If you're not in those results, you never make the candidate pool.
Not chosen
If your product information doesn't answer the shopper's context — like "low running costs" — you make the pool but lose the pick.
What we can do: find where you're stuck, and get you through.
The first step is always the same:
see where you stand.
Where you're stuck differs by company and by product.
We ask the AIs directly, check your search exposure, and split causes into external and internal.
Once you see the current state, the next move is obvious.
MEASURE → ANALYZE → PRIORITIZE
What Stella AI Search provides
Research, design, and verification as one package — from deciding what goes where on the web, to measuring whether it worked.
In-depth initial audit report
A thorough measurement of how AI sees your product and its whole category. Everything starts here.
Monthly measurement report
The same question set, asked every month, so change is visible in numbers.
Action blueprint
Priorities worked backwards from where you're stuck.
Implementation materials
Specs, draft copy, and structured-data designs — ready to hand to your team.
Exposure planning
Third-party coverage, reviews, and video — planned around where mentions actually help.
How it works
Free audit30 min
A quick read of your current AI visibility, with first recommendations.
Deep audit~2 weeks
Comprehensive measurement across your product and category.
Implementationongoing
We support execution with ready-to-use materials, starting with what matters most.
Monitoringmonthly
We track change with real measurements and feed it into the next move.
Your team executes; we supply the materials and verify the results. We design the split with you.
What our clients say
Feedback from retail and e-commerce teams after their audit and implementation.
Honestly, I didn't expect this level of detail
The report mapped out which AI says what about us and our competitors, question by question. It went straight into our board meeting, and we aligned on priorities the same week.
Mr. SatoHome appliance maker, E-commerce leadAI-driven traffic grew roughly 5x
Within a few months, we saw a clear increase in customers arriving via ChatGPT searching for our brand by name. Unlike ads, it compounds over time — it's now a channel we can't ignore.
Ms. TanakaApparel e-commerce, Head of operationsContinuous visibility into ever-changing AI answers
AI answers shift almost weekly, but the ongoing monitoring means we always know how we currently appear. Seeing the effect of each change in numbers makes the next move obvious.
Mr. TakahashiFood manufacturer, MarketingAI now describes our brand correctly
AI used to return outdated and inaccurate descriptions of us. After the work, it presents our strengths and product features accurately. I hadn't realized how much this shapes brand perception.
Ms. ItoCosmetics maker, PRThey show you what to fix, in order
It's not a report you're left alone with — the fixes came prioritized by impact, concrete enough for our small team to execute. They even verified the changes with us afterwards.
Mr. NakamuraHome goods e-commerce, Store manager* Results vary by product and market conditions.
Free Audit
Start with one product, free.
Pick one product. We measure how it appears across AI assistants and compile a report.
Then a 30-minute online call to walk through the results and your first move.
SAMPLE — the actual report format you will receive (fictitious data)
Book a free audit
A 30-minute online call covering your results and first move. All we need is a product URL.
Instant check (right now)
Paste a product URL and check the technical blockers on the spot. No sign-up, done in seconds.
You keep the report whether or not you engage us. No sales pressure on the call.
Frequently asked questions
Ask the AI you already use.
You don't have to take our word for it. Ask your usual AI assistant about us.
Making information readable to AI is literally our job — so this is the best demo we can offer.
The question is pre-filled when you click. Edit it freely before sending.
Stella AI Search
How does AI see
your products right now?
Everything starts with knowing where you stand. In 30 minutes, you'll have the answer and your first move.
Free · 30 minutes online · report included