How AI answer engines name Rankability
Data through October 26, 2026
Across 1,486 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about AI Visibility & GEO between May 10, 2026 and October 26, 2026, Rankability was named in 7 (0.5%).
Last 28 days: named in 0 of 665 answers in its home categories (0.0%), level with the 28 days before.
By engine
Answers each engine gave to buyer questions about AI Visibility & GEO and Martech & Advertising, and how many of them named Rankability.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 0 | 592 | 0.0% |
| Claude | 4 | 596 | 0.7% |
| Gemini | 2 | 589 | 0.3% |
| Perplexity | 6 | 596 | 1.0% |
| Google AI Mode | 0 | 146 | 0.0% |
| Google AI Overviews | 0 | 69 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 6 | 350 | 1.7% |
| Ranked list | 6 | 301 | 2.0% |
| Head-to-head | 0 | 364 | 0.0% |
| Is it worth it | 0 | 368 | 0.0% |
| How to choose | 0 | 347 | 0.0% |
| Problem first | 0 | 365 | 0.0% |
| News | 0 | 493 | 0.0% |
Week by week
Rankability was named in at least one answer in 6 of the 19 weeks on record; the latest was the week of October 26, 2026.
Each week's answers to buyer questions about AI Visibility & GEO and Martech & Advertising, Monday to Sunday, newest first, and how many of them named Rankability. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 2 | 196 | 1.0% | |
| 1 | 348 | 0.3% | |
| 2 | 372 | 0.5% | |
| 0 | 191 | 0.0% | |
| 0 | 196 | 0.0% | |
| 0 | 168 | 0.0% | |
| 0 | 112 | 0.0% | |
| 1 | 160 | 0.6% | |
| 4 | 180 | 2.2% | |
| 2 | 172 | 1.2% | |
| 0 | 42 | 0.0% | |
| 0 | 42 | 0.0% | |
| 0 | 54 | 0.0% | |
| 0 | 46 | 0.0% | |
| 0 | 31 | 0.0% | |
| 0 | 116 | 0.0% | |
| 0 | 111 | 0.0% | |
| 0 | 48 | 0.0% | |
| 0 | 3 | 0.0% |
Named first
When an answer named Rankability alongside another brand in this record, it was named first in 2 of 12 (16.7%).
Named alongside
- Semrush: named together in 8 answers
- Frase: named together in 6 answers
- Perplexity: named together in 6 answers
- Claude: named together in 5 answers
- Peec AI: named together in 5 answers
- Meta: named together in 4 answers
- AI SEO: named together in 3 answers
- Keyword.com: named together in 3 answers
Sources the engines cited when they named Rankability
Domains cited in answers that named Rankability, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| hubspot.com | 3 |
| searchatlas.com | 3 |
| seranking.com | 3 |
| therankmasters.com | 3 |
| tryanalyze.ai | 3 |
| zapier.com | 3 |
| dageno.ai | 2 |
| frase.io | 2 |
| integrate.io | 2 |
| keyword.com | 2 |
Rankability's own site (rankability.com) was cited in 9 of 12 (75.0%).
Across every answer run in the Machine Relations Index, not only the answers that named Rankability, rankability.com was cited in 53 of 31,629 (0.17%), by 3 of the 6 engines it observes. Its Index confidence grade is C, and the Index ranks it #424 of 33,935 cited domains and #202 of 29,964 other observed sources.
Across every AI Visibility & GEO buyer question, not only the answers that named Rankability, the Machine Relations Index ranks which sources AI engines cite for AI Visibility & GEO questions.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| AI Visibility & GEO | 7 | 1,486 | 0.5% |
| Martech & Advertising | 5 | 1,102 | 0.5% |
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 Rankability?
ChatGPT did not name Rankability in any of its 592 answers to buyer questions about AI Visibility & GEO and Martech & Advertising between May 10, 2026 and October 26, 2026.
Which sources do AI engines cite when they mention Rankability?
The domains cited most often in answers that named Rankability were hubspot.com (3 answers), searchatlas.com (3 answers) and seranking.com (3 answers).
Which AI engine names Rankability most often?
Perplexity, at 1.0%: it named Rankability in 6 of 596 answers to buyer questions about AI Visibility & GEO and Martech & Advertising.