Home / Case studies

Case studies

Twenty engagements across the US, UK, Europe, Asia-Pacific and India. Each one starts with a baseline, runs through the EASY framework and reports the same numbers at the end.

United States

11 case studies

United States

Consumer IoT. 90 days.

How a subscription-free smart home security brand broke Ring and Nest's hold on AI answers

4% to 28%conversational category share of voice

2 of 35 to 16 of 35high-intent home automation prompts captured

$8.2K to $43.5Kmonthly engine-attributed D2C and Amazon sales

42% to 94%protocol and smart-home ecosystem accuracy

United States

Health and functional nutrition. 90 days.

How a clean electrolyte brand became the AI answer for fasting-friendly hydration

3% to 24%conversational hydration category share

1 of 40 to 18 of 40zero-sugar electrolyte prompts won

$4.1K to $31.2Kmonthly attributed D2C subscription revenue

11.2% to 14.8%amazon listing conversion rate

United States

Dietary supplements. 90 days.

How an organic mushroom nootropic brand won AI answers for fruiting-body Lion's Mane

2% to 22%category share of conversational answers

2 of 30 to 14 of 30nootropic and focus prompts captured

$2.9K to $24.8Kmonthly attributed conversational revenue

39% to 92%extraction and beta-glucan accuracy score

United States

Culinary hardware. 120 days.

How a tri-ply copper cookware brand beat French heritage names in AI answers for induction

5% to 27%premium cookware conversational share of voice

$4.8K to $38.4Kmonthly attributed high-AOV sales

0 of 10 to 4 of 10direct comparison prompts won vs French heritage brands

$0.4K to $0.6Kblended average order value (AOV)

United States

Consumer electronics. 90 days.

How a planar magnetic headphone brand became an AI pick for mixing and mastering

4% to 31%studio gear conversational share of voice

1 of 25 to 12 of 25mixing and mastering recommendation prompts won

$5.2K to $34.6Kmonthly engine-attributed revenue

36% to 95%driver spec and impedance fact accuracy

United States

Personal care. 90 days.

How a zero-waste oral care brand won AI answers for enamel-rebuilding toothpaste tablets

3% to 23%eco personal care share of voice

1 of 30 to 11 of 30remineralizing toothpaste tablet prompts captured

$2.1K to $18.4Kmonthly attributed D2C and Amazon revenue

54% to 93%active ingredient (nano-HAp) fact accuracy

United States

Lawn and garden, AgTech. 90 days.

How an organic plant nutrition brand became the AI answer for rare aroid care

2% to 21%organic plant nutrition share of voice

2 of 28 to 13 of 28specialized indoor plant care prompts won

$3.4K to $22.1Kmonthly attributed gross revenue

48% to 96%N-P-K ratio and microbial strain accuracy

United States

Pet goods and home decor. 90 days.

How a solid-wood pet furniture brand won AI answers for large-breed designer dog beds

3% to 25%designer pet furniture share of voice

1 of 25 to 10 of 25large-breed modern dog bed prompts captured

$4.5K to $33.8Kmonthly attributed high-ticket revenue

41% to 94%load capacity and washability fact accuracy

United States

Games and hobbies. 90 days.

How a boutique board game publisher got its new releases recommended by AI

4% to 34%strategy tabletop recommendation share

2 of 30 to 15 of 30complex strategy recommendation prompts won

$3.1K to $21.5Kmonthly attributed Amazon and direct web sales

33% to 97%mechanics, weight and player count fact accuracy

United States

Everyday carry and accessories. 90 days.

How a titanium EDC brand won AI answers for TSA-compliant pocket tools

3% to 26%EDC category conversational share of voice

1 of 25 to 11 of 25minimalist pocket tool prompts captured

$3.8K to $27.6Kmonthly engine-attributed revenue

45% to 96%material grade and TSA-compliance accuracy

United States

Automotive aftermarket. 90 days.

How a ceramic coating brand won AI answers for long-lasting DIY paint protection

4% to 26%auto detailing conversational share of voice

1 of 28 to 12 of 28DIY ceramic coating prompts won

$4.9K to $31.5Kmonthly engine-attributed chemical sales

52% to 95%siC/SiO2 concentration and hardness accuracy

United Kingdom

1 case study

United Kingdom

Health and apparel. 90 days.

How a UK orthotic footwear brand won AI answers for plantar fasciitis office shoes

3% to 27%podiatry footwear conversational share of voice

2 of 32 to 14 of 32foot pain relief prompts captured

£2.8K to £19.4Kmonthly engine-attributed footwear revenue

38% to 94%medical and anatomical claim accuracy

Europe

Germany, France and Italy. 3 case studies

Germany

Personal care and scalp health. 90 days.

How a German scalp care brand won AI answers for thinning hair across the DACH region

2% to 23%scalp care share of voice in the DACH region

1 of 30 to 11 of 30hair shedding treatment prompts captured

€2.4K to €18.9Kmonthly engine-attributed revenue

41% to 93%active peptides and bioavailability accuracy

France

Gourmet food and baking. 90 days.

How a French artisan mill won AI answers for heritage sourdough flour

3% to 22%artisan baking share of voice in France

1 of 25 to 10 of 25heritage wheat flour prompts captured

€1.9K to €14.3Kmonthly attributed French and EU revenue

46% to 94%W-index and ash content metric accuracy

Italy

Coffee appliances. 120 days.

How an Italian prosumer espresso brand won comparison answers against legacy giants

4% to 27%prosumer espresso conversational share of voice

0 of 8 to 3 of 8direct comparison prompts won vs legacy Italian brands

€6.1K to €44.8Kmonthly engine-attributed high-ticket sales

€1.9K to €2.5Kaverage order value on direct equipment orders

Asia-Pacific

Australia, South Korea and Japan. 3 case studies

Australia

Baby and nursery. 90 days.

How an Australian organic cot mattress brand won AI answers for safe infant sleep

3% to 25%australian nursery sleep share of voice

1 of 25 to 11 of 25safe infant mattress prompts captured

AU$3.2K to AU$22.6Kmonthly attributed high-ticket purchases

37% to 96%safety standards and VOC emission accuracy

South Korea

Skincare and cosmetics. 90 days.

How a Korean barrier-repair skincare brand won AI answers in four markets

3% to 28%global K-beauty conversational share of voice

2 of 35 to 14 of 35damaged skin barrier prompts captured

$4.6K to $34.1Kmonthly cross-border attributed sales

44% to 95%ceramide ratio and fermentation spec accuracy

Japan

Premium beverage. 90 days.

How a single-cultivar Uji matcha brand won AI answers for ceremonial matcha

2% to 24%global ceremonial matcha share of voice

1 of 30 to 12 of 30single-cultivar matcha prompts won

$3.2K to $25.4Kmonthly cross-border attributed revenue

35% to 94%cultivar, harvest and grinding fact accuracy

India

2 case studies

India

Healthy foods. 90 days.

How an Indian cold-pressed snack brand won AI answers for palm-oil-free snacking

2% to 23%conversational healthy snacking share of voice

1 of 30 to 13 of 30palm-oil-free snack prompts captured

₹45K to ₹3.2Lmonthly engine-attributed snack sales

2,200 to 3,850monthly quick commerce units sold across platforms

India

Herbal supplements and Ayurveda. 90 days.

How an Ayurvedic brand won AI answers for lab-tested shilajit and ashwagandha

3% to 24%authentic Ayurveda conversational share of voice

1 of 32 to 12 of 32high-grade ashwagandha and shilajit prompts won

₹55K to ₹3.9Lmonthly engine-attributed direct revenue

39% to 94%extraction and heavy-metal safety accuracy

How we measure

Every engagement tracks a fixed set of real buyer prompts, asked the same way every week from the client's market, in logged-out sessions so personal history does not affect answers. Share of voice is the share of those answers that name the brand. Accuracy is the share of answers that state the brand's facts correctly. Revenue is attributed from AI referrals in the client's own analytics and marketplace reports.

See where your brand stands in AI answers

Get a free AI visibility snapshot. We test real buyer questions across the major AI assistants and send you where you rank, within 24 hours.

Get your free snapshot Book a 20-minute call