In Q3 2026, we analyzed 3,900 ChatGPT recommendations across eight household and cleaning product categories to compile the EMARKETER AI Visibility Index. Our index tracks how often brands are mentioned, how they rank against competitors, and how those rankings have shifted since the previous month. This article will be updated quarterly to highlight our key takeaways for the household and cleaning product industry’s performance.

Overall AI Visibility Leaderboard: Q3 2026

Seventh Generation was the clear industry front-runner, though its lead over Clorox narrowed. It ranked No. 1 overall with a 28% mention rate, down from 32% in June. Still, Seventh Generation sat 9 percentage points ahead of Clorox and more than doubled No. 3 Lysol’s mention rate.

Below the top three, the leaderboard flattened out, with every brand between a 5% and 7% mention rate. That meant a shift of just 1 or 2 percentage points could move a brand several places: Ecos climbed the most, rising to No. 4 from No. 17 in June, thanks to a 2-percentage-point gain. Method went the other way, falling to No. 18 from No. 5, while Downy and Weiman both dropped seven spots and slipped out of the top 10.

Air care had the widest gap between a category leader and its runner-up. Febreze appeared in 68% of air care recommendations, more than doubling runner-up Air Wick’s 33% and achieving the highest single-category rate in the index.

Kirkland Signature was the only private-label brand to reach any category top five. It ranked No. 2 in paper and disposables at 19%. It was also the only retailer brand to reach the overall top 10.

Category AI Visibility Leaderboard: Surface Cleaning

Key Movements

The top of the leaderboard held steady, but every brand lost ground. Clorox, Lysol, Seventh Generation, and Windex came in first through fourth again in July, but all were mentioned less often than in June. Seventh Generation dropped 9 percentage points, while Lysol fell by 8 points.

Brand Mention Rate vs. Share of No. 1 Mentions

Lysol was named first more often than Clorox despite being mentioned less frequently. It appeared in 42% of surface cleaning recommendations versus Clorox’s 60%. But Lysol led 40% of its mentions, compared with 27% for Clorox. Still, they were the only two brands in the category strong on both measures.

Source Citation Rate

No source dominated a category as completely as the EPA in surface cleaning. ChatGPT cited it in 56% of recommendations, nearly five times that of second-place Target (12%). Disinfectant efficacy claims require EPA registration, and the agency publishes a searchable database of every product it has approved. No brand site or retailer page offers an equivalent.

FAQ: Household and Cleaning Products

Which household and cleaning product brands were mentioned the most in AI-generated recommendations?

Seventh Generation was the most mentioned household and cleaning product brand in ChatGPT’s recommendations in Q3 2026 with a 28% brand mention rate. Seventh Generation was also mentioned most frequently in the laundry care, dishwashing, and paper and disposables categories. Other household and cleaning product category leaders included Clorox in surface cleaning and toilet and bathroom care, Febreze in air care, Hefty in trash and storage bags, and Bona in floor and specialty cleaning.

Why does ChatGPT recommend some household and cleaning product brands more than others?

ChatGPT is more likely to recommend household and cleaning products that closely match a user’s needs and are supported by clear, credible product information. Product specialization, well-documented features and claims, and information from brand websites and authoritative third-party sources can contribute to stronger AI visibility.

Which household and cleaning product categories are most competitive in AI-generated recommendations?

Laundry care and trash and storage bags were the most competitive categories for brand visibility in ChatGPT’s recommendations during Q3 2026. In laundry care, only 6 percentage points separated the No. 2 through No. 6 brands. In trash and storage bags, Hefty and Ziploc were nearly tied for the category lead, with mention rates of 52% and 51%, respectively.

Why is AI visibility important for household and cleaning product brands?

AI visibility is important for household and cleaning product brands because consumers are increasingly using AI assistants like ChatGPT to discover and compare products. Simply being mentioned may not be enough: Brands that appear frequently are not always ChatGPT’s first recommendation. Tracking both brand mention rate and share of No. 1 mentions can show marketers whether a brand is both visible and prominent in AI-driven product discovery.

What were the biggest AI visibility trends for household and cleaning products this quarter?

Household and cleaning brands faced more competition for fewer ChatGPT recommendation slots in Q3 2026, while AI sourcing shifted toward brand-owned and authoritative sources. ChatGPT mentioned a higher number of household brands in July than in June, even as the average number of brands per recommendation declined. Brand-owned website citations grew as retailer sourcing fell, and authoritative sources such as the EPA gained influence. For marketers, the shifts underscore the importance of strong owned product content, authoritative information, and category-specific generative engine optimization (GEO) strategies.

FAQ: EMARKETER’s AI Visibility Index

How is the household and cleaning products AI Visibility Index measured?

EMARKETER’s AI Visibility Index is based on a structured analysis of ChatGPT recommendations in response to US-based interactions across eight household and cleaning product categories: laundry care, surface cleaning, dishwashing, air care, paper and disposables, trash and storage bags, floor and specialty cleaning, and toilet and bathroom care. Each interaction asks ChatGPT for product recommendations using standardized prompts (e.g., “best disinfectant wipe,” “fragrance-free laundry detergent”). Prompts vary by product type, product attribute, consumer need, target audience, and price tier to capture a representative range of real-world consumer questions for each category.

How does EMARKETER choose the prompts?

Prompts are built with EMARKETER analysts and researchers who cover each industry, then validated and prioritized using consumer search volume data. Prompts reflect the language consumers actually use.

What is “brand mention rate”?

Brand mention rate is the percentage of ChatGPT recommendations that mention a given brand.

What is “No. 1 mention rate”?

No. 1 mention rate is the number of ChatGPT recommendations that mention a given brand first as a percentage of all ChatGPT recommendations that mention the brand.

How can I improve my brand’s AI visibility?

Brands strengthen how often AI assistants recommend them by sharpening their generative engine optimization (GEO) strategy and building the trust signals AI models weigh. EMARKETER’s AI Visibility Index shows where a brand stands today and how that position moves month over month—the baseline for any optimization effort. To learn more about how the index can help your brand, including custom-scoped advisory insights, visit our AI Visibility Index hub.

What do EMARKETER PRO and PRO+ subscribers get?

EMARKETER PRO subscribers get in-depth quarterly reports featuring further category breakouts, data cuts, and analysis. PRO+ subscribers can access the AI Visibility Index’s complete data set, including monthly updates across every category cut, in the live dashboard.