How AI answer engines name Spark Hire
Data through October 20, 2026
Across 1,518 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about HR & Talent between May 10, 2026 and October 20, 2026, Spark Hire was named in 17 (1.1%).
Last 28 days: named in 9 of 515 answers in its home categories (1.7%), up 0.1 points from the 28 days before.
By engine
Answers each engine gave to buyer questions about HR & Talent, and how many of them named Spark Hire.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 0 | 341 | 0.0% |
| Claude | 17 | 342 | 5.0% |
| Gemini | 0 | 342 | 0.0% |
| Perplexity | 0 | 342 | 0.0% |
| Google AI Mode | 0 | 111 | 0.0% |
| Google AI Overviews | 0 | 40 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 17 | 184 | 9.2% |
| Ranked list | 0 | 150 | 0.0% |
| Head-to-head | 0 | 153 | 0.0% |
| Is it worth it | 0 | 179 | 0.0% |
| How to choose | 0 | 180 | 0.0% |
| Problem first | 0 | 179 | 0.0% |
| News | 0 | 493 | 0.0% |
Week by week
Spark Hire was named in at least one answer in 7 of the 17 weeks on record; the latest was the week of October 19, 2026.
Each week's answers to buyer questions about HR & Talent, Monday to Sunday, newest first, and how many of them named Spark Hire. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 3 | 119 | 2.5% | |
| 0 | 59 | 0.0% | |
| 3 | 175 | 1.7% | |
| 2 | 116 | 1.7% | |
| 1 | 132 | 0.8% | |
| 5 | 192 | 2.6% | |
| 2 | 176 | 1.1% | |
| 1 | 56 | 1.8% | |
| 0 | 46 | 0.0% | |
| 0 | 40 | 0.0% | |
| 0 | 54 | 0.0% | |
| 0 | 44 | 0.0% | |
| 0 | 30 | 0.0% | |
| 0 | 117 | 0.0% | |
| 0 | 111 | 0.0% | |
| 0 | 48 | 0.0% | |
| 0 | 3 | 0.0% |
Named first
When an answer named Spark Hire alongside another brand in this record, it was named first in 5 of 16 (31.3%).
Named alongside
Sources the engines cited when they named Spark Hire
Domains cited in answers that named Spark Hire, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| pin.com | 15 |
| theundercoverrecruiter.com | 9 |
| technologyadvice.com | 6 |
| pinpointhq.com | 4 |
| selectsoftwarereviews.com | 4 |
| leonar.app | 3 |
| peoplemanagingpeople.com | 3 |
| greenhouse.com | 2 |
| staffedup.com | 2 |
| ventureharbour.com | 2 |
Spark Hire's own site (sparkhire.com) was cited in 16 of 17 (94.1%).
Across every answer run in the Machine Relations Index, not only the answers that named Spark Hire, sparkhire.com was cited in 35 of 28,201 (0.12%), by 4 of the 6 engines it observes. Its Index confidence grade is C, and the Index ranks it #708 of 32,242 cited domains and #375 of 27,839 other observed sources.
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 Spark Hire?
ChatGPT did not name Spark Hire in any of its 341 answers to buyer questions about HR & Talent between May 10, 2026 and October 20, 2026.
Which sources do AI engines cite when they mention Spark Hire?
The domains cited most often in answers that named Spark Hire were pin.com (15 answers), theundercoverrecruiter.com (9 answers) and technologyadvice.com (6 answers).
Which AI engine names Spark Hire most often?
Claude, at 5.0%: it named Spark Hire in 17 of 342 answers to buyer questions about HR & Talent.