Worked for 1m 26s
Yes, I can see them. polarseltzer.com has 18 pages that AI engines cited between Sep 3 and Oct 2, and I read the key ones.
Do this first: refresh the Limited Edition page and merge its duplicate URL.
- It is your most cited page. With the case variant
/LimitedEdition(32 + 9 citations), it holds 41 of your 108 owned citations (38%). - It is stale and thin. It still shows the Summer 2026 collection, while your Instagram feed (shown on the Flavor Trail page) says the 2026 Winter roster has launched. The page is mostly images with very little text.
- It feeds your strongest weak spot. On "Seasonal, limited edition & trends" you rank 4th (29% visibility, behind Spindrift at 39%).
- The fix:
- Add the Winter flavors, each with a short text description of taste and ingredients.
- Add a short FAQ.
- 301 redirect
/LimitedEditionto/limitededition.
Where the bigger gaps are (new pages worth creating):
| Topic | Polar Seltzer visibility | Rank |
|---|---|---|
| Soda alternatives & cutting sugar | 3.1% | 29th |
| Health, ingredients & hydration | 9.5% | 9th |
| Cocktails, mocktails & mixers | 14.3% | 9th |
- Soda alternatives and health: Your "no calories, no sugar, no sweeteners, no sodium" claims sit only as a heading on the homepage. A dedicated page on zero-sugar sparkling water and what's in the can would target both topics.
- Where to buy: Amazon, Walmart and Target are among the most cited domains, and your site only links out to Amazon. A where-to-buy page would address the "Buying, value & where to shop" topic, where you rank 6th.
- Flavor pages: The Seltzers page is a grid of can images and names. Individual flavor pages get 1 to 4 citations each, and most of your ~20 flavors have none. They need real copy.
- ChatGPT: You are weakest there at 13.5% visibility, against LaCroix at 54% and Waterloo at 50%.
Context for the numbers:
- Your overall AI visibility is 19.3%, 6th behind Spindrift (40.4%), LaCroix (37.8%), Waterloo (27.1%), "Polar" (25.7%) and Topo Chico (20.8%).
- "Polar" is tracked as a separate brand. If that is you under a shorter name, your real presence is higher, and merging the two is worth doing.
- Owned pages are 0.4% of all citations. Reddit, Sporked and social sites dominate, so on-site fixes will only move part of the picture.
- Visibility fell from 20.8% on Sep 30 to 13.7% on Oct 2. Data only starts Sep 28, so that is five days and too noisy to call a trend.
What I can't see yet:
- Google organic rankings: I only measure AI answer engines, not Google rankings or Search Console data.
- Crawler and human traffic: Agent Analytics isn't set up for polarseltzer.com, so I can't tell whether AI crawlers reach these pages. Connecting it would show that.
- Uncited pages: Pages with zero citations don't appear in my list.
Want me to draft the refreshed Limited Edition page copy with the Winter lineup?