How AI answer engines name New Chapter
Data through October 20, 2026
Across 1,240 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Consumer Products between May 10, 2026 and October 20, 2026, New Chapter was named in 19 (1.5%).
By engine
Answers each engine gave to buyer questions about Consumer Products and Consumer Health (YMYL), and how many of them named New Chapter.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 3 | 654 | 0.5% |
| Claude | 9 | 655 | 1.4% |
| Gemini | 1 | 613 | 0.2% |
| Perplexity | 9 | 656 | 1.4% |
| Google AI Mode | 0 | 18 | 0.0% |
| Google AI Overviews | 0 | 13 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 3 | 434 | 0.7% |
| Ranked list | 19 | 432 | 4.4% |
| Head-to-head | 0 | 434 | 0.0% |
| Is it worth it | 0 | 437 | 0.0% |
| How to choose | 0 | 437 | 0.0% |
| Problem first | 0 | 435 | 0.0% |
Week by week
New Chapter was named in at least one answer in 7 of the 10 weeks on record; the latest was the week of October 12, 2026.
Each week's answers to buyer questions about Consumer Products and Consumer Health (YMYL), Monday to Sunday, newest first, and how many of them named New Chapter. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 0 | 136 | 0.0% | |
| 1 | 356 | 0.3% | |
| 2 | 335 | 0.6% | |
| 4 | 336 | 1.2% | |
| 0 | 24 | 0.0% | |
| 3 | 411 | 0.7% | |
| 4 | 335 | 1.2% | |
| 0 | 4 | 0.0% | |
| 4 | 336 | 1.2% | |
| 4 | 336 | 1.2% |
Named first
When an answer named New Chapter alongside another brand in this record, it was named first in 1 of 5 (20.0%).
Named alongside
Sources the engines cited when they named New Chapter
Domains cited in answers that named New Chapter, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| healthline.com | 13 |
| ochsner.org | 7 |
| uclahealth.org | 7 |
| walmart.com | 7 |
| eatthis.com | 6 |
| vitaminbrands.org | 6 |
| artinci.com | 5 |
| everydayhealth.com | 5 |
| fortune.com | 5 |
| mysoulishappy.com | 5 |
New Chapter's own site (newchapter.com) was cited in 20 of 22 (90.9%).
Across every answer run in the Machine Relations Index, not only the answers that named New Chapter, newchapter.com was cited in 27 of 28,201 (0.10%), by 4 of the 6 engines it observes. The Index is still collecting evidence on newchapter.com before it grades or ranks it.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| Consumer Products | 19 | 1,240 | 1.5% |
| Consumer Health (YMYL) | 3 | 1,369 | 0.2% |
How this is measured
Names are matched case-sensitively from each brand's own homepage title, in answers stored by the Machine Relations Index. Only derived counts are published here; no answer text is.
A brand appears only once it has been named in at least 10 answers on 7 separate days.
A name match counts a mention. It does not count a recommendation, and it does not measure sentiment.
Categories are the Index's buyer-question categories.
Source: Machine Relations Index.
FAQ
Does ChatGPT recommend New Chapter?
ChatGPT named New Chapter in 3 of 654 answers (0.5%) to buyer questions about Consumer Products and Consumer Health (YMYL) between May 10, 2026 and October 20, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed New Chapter.
Which sources do AI engines cite when they mention New Chapter?
The domains cited most often in answers that named New Chapter were healthline.com (13 answers), ochsner.org (7 answers) and uclahealth.org (7 answers).
Which AI engine names New Chapter most often?
Claude, at 1.4%: it named New Chapter in 9 of 655 answers to buyer questions about Consumer Products and Consumer Health (YMYL).