How AI answer engines name Spoke
Data through October 26, 2026
Across 1,696 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about HR & Talent between May 10, 2026 and October 26, 2026, Spoke was named in 23 (1.4%).
Last 28 days: named in 21 of 1,097 answers in its home categories (1.9%), up 0.2 points from the 28 days before.
By engine
Answers each engine gave to buyer questions about HR & Talent and Enterprise Software, and how many of them named Spoke.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 0 | 778 | 0.0% |
| Claude | 1 | 784 | 0.1% |
| Gemini | 43 | 783 | 5.5% |
| Perplexity | 0 | 783 | 0.0% |
| Google AI Mode | 0 | 234 | 0.0% |
| Google AI Overviews | 0 | 85 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 422 | 0.0% |
| Ranked list | 1 | 397 | 0.3% |
| Head-to-head | 19 | 398 | 4.8% |
| Is it worth it | 0 | 420 | 0.0% |
| How to choose | 20 | 417 | 4.8% |
| Problem first | 4 | 422 | 0.9% |
| News | 0 | 971 | 0.0% |
Week by week
Spoke was named in at least one answer in 12 of the 21 weeks on record; the latest was the week of October 26, 2026.
Each week's answers to buyer questions about HR & Talent and Enterprise Software, Monday to Sunday, newest first, and how many of them named Spoke. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 2 | 119 | 1.7% | |
| 7 | 355 | 2.0% | |
| 6 | 238 | 2.5% | |
| 5 | 354 | 1.4% | |
| 6 | 283 | 2.1% | |
| 3 | 132 | 2.3% | |
| 4 | 192 | 2.1% | |
| 2 | 184 | 1.1% | |
| 3 | 192 | 1.6% | |
| 3 | 136 | 2.2% | |
| 2 | 152 | 1.3% | |
| 1 | 139 | 0.7% | |
| 0 | 82 | 0.0% | |
| 0 | 81 | 0.0% | |
| 0 | 108 | 0.0% | |
| 0 | 88 | 0.0% | |
| 0 | 60 | 0.0% | |
| 0 | 228 | 0.0% | |
| 0 | 222 | 0.0% | |
| 0 | 96 | 0.0% | |
| 0 | 6 | 0.0% |
Named first
When an answer named Spoke alongside another brand in this record, it was named first in 4 of 43 (9.3%).
Named alongside
Sources the engines cited when they named Spoke
Domains cited in answers that named Spoke, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| apideck.com | 1 |
| appseconnect.com | 1 |
| gitnexa.com | 1 |
| improvado.io | 1 |
| medium.com | 1 |
| oneio.cloud | 1 |
Spoke's own site (spoke.com) was cited in 0 of 44 (0.0%).
Across every answer run in the Machine Relations Index, not only the answers that named Spoke, spoke.com was cited in 5 of 31,629 (0.02%), by 1 of the 6 engines it observes. The Index is still collecting evidence on spoke.com before it grades or ranks it.
Across every HR & Talent buyer question, not only the answers that named Spoke, the Machine Relations Index ranks which sources AI engines cite for HR & Talent questions.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| HR & Talent | 23 | 1,696 | 1.4% |
| Enterprise Software | 21 | 1,751 | 1.2% |
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 Spoke?
ChatGPT did not name Spoke in any of its 778 answers to buyer questions about HR & Talent and Enterprise Software between May 10, 2026 and October 26, 2026.
Which sources do AI engines cite when they mention Spoke?
The domains cited most often in answers that named Spoke were apideck.com (1 answers), appseconnect.com (1 answers) and gitnexa.com (1 answers).
Which AI engine names Spoke most often?
Gemini, at 5.5%: it named Spoke in 43 of 783 answers to buyer questions about HR & Talent and Enterprise Software.