How AI answer engines name Achieve
Data through October 27, 2026
Across 1,552 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Consumer Finance between May 10, 2026 and October 27, 2026, Achieve was named in 10 (0.6%).
Last 28 days: named in 3 of 636 answers in its home categories (0.5%), up 0.5 points from the 28 days before.
By engine
Answers each engine gave to buyer questions about Consumer Finance, and how many of them named Achieve.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 1 | 391 | 0.3% |
| Claude | 1 | 391 | 0.3% |
| Gemini | 5 | 355 | 1.4% |
| Perplexity | 3 | 391 | 0.8% |
| Google AI Mode | 0 | 18 | 0.0% |
| Google AI Overviews | 0 | 6 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 264 | 0.0% |
| Ranked list | 10 | 257 | 3.9% |
| Head-to-head | 0 | 260 | 0.0% |
| Is it worth it | 0 | 257 | 0.0% |
| How to choose | 0 | 257 | 0.0% |
| Problem first | 0 | 257 | 0.0% |
Week by week
Achieve was named in at least one answer in 7 of the 10 weeks on record; the latest was the week of October 19, 2026.
Each week's answers to buyer questions about Consumer Finance, Monday to Sunday, newest first, and how many of them named Achieve. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 0 | 176 | 0.0% | |
| 1 | 142 | 0.7% | |
| 1 | 174 | 0.6% | |
| 1 | 168 | 0.6% | |
| 0 | 168 | 0.0% | |
| 0 | 4 | 0.0% | |
| 2 | 192 | 1.0% | |
| 2 | 192 | 1.0% | |
| 2 | 168 | 1.2% | |
| 1 | 168 | 0.6% |
Named first
When an answer named Achieve alongside another brand in this record, it was named first in 4 of 6 (66.7%).
Named alongside
Sources the engines cited when they named Achieve
Domains cited in answers that named Achieve, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| bankrate.com | 7 |
| experian.com | 7 |
| reddit.com | 6 |
| forbes.com | 5 |
| lendingtree.com | 4 |
| money.com | 4 |
| sofi.com | 4 |
| discover.com | 3 |
| cnbc.com | 2 |
| finder.com | 2 |
Achieve's own site (achieve.com) was cited in 1 of 10 (10.0%).
Across every answer run in the Machine Relations Index, not only the answers that named Achieve, achieve.com was cited in 4 of 32,187 (0.01%), by 4 of the 6 engines it observes. The Index is still collecting evidence on achieve.com before it grades or ranks it.
Across every Consumer Finance buyer question, not only the answers that named Achieve, the Machine Relations Index ranks which sources AI engines cite for Consumer Finance questions.
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 Achieve?
ChatGPT named Achieve in 1 of 391 answers (0.3%) to buyer questions about Consumer Finance between May 10, 2026 and October 27, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Achieve.
Which sources do AI engines cite when they mention Achieve?
The domains cited most often in answers that named Achieve were bankrate.com (7 answers), experian.com (7 answers) and reddit.com (6 answers).
Which AI engine names Achieve most often?
Gemini, at 1.4%: it named Achieve in 5 of 355 answers to buyer questions about Consumer Finance.