United States greens powders: AI search visibility, October 2026
How US greens-powder brands show up when shoppers ask AI, and who gets the link.
Key findings
AG1 was cited on all 13 prompts tracked for the brand that week, and it held 2% of the citations behind those answers. The links went to publishers, including Forbes, Healthline, and Reddit, not to the brand.
Transparent Labs was recorded as cited on the open "best daily greens" prompt and on "is AG1 worth it." Live it Up was recorded as cited on the cost prompt. Seed was the rival recorded as cited on the head-to-head. On the low-energy prompt, AG1 was the only one of these four the check recorded.
Ritual is named in the comparison prompt, and the check recorded no citation for it on any of these five, so it has no row. Thorne, Care/of, HUM Nutrition, and Momentous also had no per-prompt cell. Grüns appears in the week's mention count and has no column.
This is one week's measurement. It is not a ranking.
The five prompts
- What's the best daily greens supplement in the US?Discovery
- AG1 vs Ritual vs Seed, which is best?Comparison
- Best daily supplement for low energy or gut health.Problem
- Is a greens powder worth the cost, and which is most affordable?Problem
- Is AG1 worth it?Brand
Who AI names
A cell is the strongest status any engine gave that brand on that prompt. Cited beats Mentioned.
| Brand | Discovery | Comparison | Low energy | Value | Brand check |
|---|---|---|---|---|---|
| AG1 | Cited | Cited | Cited | Cited | Cited |
| Transparent Labs | Cited | Not cited | Not cited | Not cited | Cited |
| Live it Up | Not cited | Not cited | Not cited | Cited | Not cited |
| Seed | Not cited | Cited | Not cited | Not cited | Not cited |
Cited means at least one engine cited the brand. Not cited means the check did not record a citation for that rival. Rivals have no Mentioned state, so Not cited is not the same as absent from the answer.
Not in this matrix: Ritual, Thorne, Care/of, HUM Nutrition, and Momentous had no per-prompt cell, so they have no row. Grüns appears in the week's mention count and has no column.
Per engine, where the check stored it
| Prompt | Recorded line | Sources named |
|---|---|---|
| Discovery, best daily greens | Claude Cited. ChatGPT Mentioned. Gemini Mentioned. Perplexity did not return. | healthline.com, medicalnewstoday.com, healthguidereview.com, ebay.com, 1source.com, bonappetit.com. |
| Comparison | Claude Cited. ChatGPT Mentioned. Gemini Mentioned. Perplexity Mentioned. | seed.com, dailysupplementreview.com, healthline.com, forbes.com, ringly.io, healthrx.com, thegoodtrade.com. |
| Low energy | Claude Cited. ChatGPT Missing. Gemini Missing. Perplexity Missing. | thorne.com, healthline.com, forbes.com, medicalnewstoday.com, fortune.com, goodrx.com, health.harvard.edu. |
| Value | Claude Cited. ChatGPT Mentioned. Gemini Mentioned. Perplexity Missing. | garagegymreviews.com, forbes.com, healthline.com, barbend.com, ringly.io, thequalityedit.com. |
| Brand check | Claude Cited. ChatGPT Mentioned. Gemini Mentioned. Perplexity Mentioned. | reddit.com, forbes.com, healthline.com, therealfooddietitians.com, theskimm.com, goodhousekeeping.com. |
Brand totals from the full week of tracking, not from these five prompts
| AG1 | Cited on all 13 tracked prompts, share of voice 18%, citation share 2%. |
|---|---|
| Mentions across those tracked answers | Transparent Labs 21, Live it Up 15, Seed 8, Grüns 4. |
This is a dated measurement of how often each brand appears in AI answers for these prompts as of 4 October 2026 across Perplexity, ChatGPT, Gemini, and Claude. It is not a ranking.
Patterns
AG1 is Cited on the open questions, and the citation still sits on Healthline, Forbes, Reddit, and similar pages. Live it Up is the name on the cost prompt. Seed is the name on the comparison.
thorne.com is named as a source on the low-energy prompt even though Thorne has no column in the grid.
No accuracy correction is claimed. This run did not record a wrong fact to quote.
Spotlight
Prompt: AG1 vs Ritual vs Seed, which is best?
Draft generated in Pivot Labs on 4 October 2026. Draft output, not pushed to any brand's site. On-Formula score: 92/100
Pivot flagged this draft as needing proof before it would cite real facts. Expected outcome is directional. No ranking is guaranteed.
Engines on this prompt when the draft was made: Claude Cited, ChatGPT Mentioned, Gemini Mentioned, Perplexity Mentioned.
AG1 is a comprehensive daily greens powder delivering vegetables, vitamins, probiotics, and digestive enzymes in one drink, designed for whole-body nutritional support in under a minute. Ritual offers targeted multivitamins, separate formulas for men, women, and prenatal, with traceable ingredients and a minimalist capsule approach, ideal if you want specific nutrient gaps filled rather than broad-spectrum greens. Seed focuses exclusively on probiotics and prebiotics for gut and skin health, no vitamins or greens, making it complementary rather than comparable to a full daily nutrition routine. Choose AG1 if you want all-in-one simplicity and greens-based nourishment. Choose Ritual for tailored vitamin supplementation with transparency. Choose Seed for dedicated microbiome support alongside other nutrition sources.
How a brand in this category gets named
Be the name in the answer, then be the page the answer links. The 2% citation share is from the 13 tracked prompts, not from these five.
The comparison draft above names Ritual and Seed. Seed is the rival the check recorded on that prompt. Ritual is in the question and was not recorded as cited.
Keep the page dated. A second weekly check is what makes a change line possible.
Method
Engines: Perplexity, ChatGPT, Gemini, Claude. The check ran on 4 October 2026. Perplexity did not return on the best-greens prompt, and it was Missing on the low-energy and cost prompts.
A cell is the strongest status any engine gave that brand. The per-engine lines are above.
Cited means the brand is the answer the engine gives, with a source. Mentioned means the brand is named and not the cited source. Not cited means the check did not record a citation. Rivals are not given a Mentioned state.
These 5 prompts are this report's buyer prompts. The 13 are the brand's full in-product tracking that week. Do not read the 100% visibility figure as a score on the five.
No average position. No rank.
Pivot Labs measures AI answers for DTC brands. It does not promise a ranking.
Corrections: hello@gopivotlabs.com
FAQ
Which greens powders does ChatGPT recommend in the US?
On the prompts where a per-engine line was stored, ChatGPT mentioned AG1 on four and was Missing on the low-energy prompt. Claude cited AG1 on all five. This is not a list of every brand ChatGPT might name.
How was this measured?
Five buyer prompts, the engines above, one check on 4 October 2026. A cell is the strongest status any engine gave. Not a ranking.
How often is this updated?
The check is weekly. This page is refreshed monthly. A "what changed" line starts after the next check.