How AI answer engines name TestGorilla
Data through October 24, 2026
Across 1,577 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about HR & Talent between May 10, 2026 and October 24, 2026, TestGorilla was named in 6 (0.4%).
Last 28 days: named in 1 of 555 answers in its home categories (0.2%), down 0.4 points from the 28 days before.
By engine
Answers each engine gave to buyer questions about HR & Talent and Education & Training, and how many of them named TestGorilla.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 5 | 643 | 0.8% |
| Claude | 0 | 674 | 0.0% |
| Gemini | 6 | 674 | 0.9% |
| Perplexity | 0 | 674 | 0.0% |
| Google AI Mode | 0 | 125 | 0.0% |
| Google AI Overviews | 0 | 48 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 5 | 394 | 1.3% |
| Ranked list | 1 | 384 | 0.3% |
| Head-to-head | 0 | 388 | 0.0% |
| Is it worth it | 0 | 384 | 0.0% |
| How to choose | 3 | 413 | 0.7% |
| Problem first | 0 | 382 | 0.0% |
| News | 2 | 493 | 0.4% |
Week by week
TestGorilla was named in at least one answer in 9 of the 21 weeks on record; the latest was the week of September 28, 2026.
Each week's answers to buyer questions about HR & Talent and Education & Training, Monday to Sunday, newest first, and how many of them named TestGorilla. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 0 | 356 | 0.0% | |
| 0 | 236 | 0.0% | |
| 0 | 343 | 0.0% | |
| 1 | 284 | 0.4% | |
| 1 | 132 | 0.8% | |
| 0 | 192 | 0.0% | |
| 1 | 176 | 0.6% | |
| 1 | 56 | 1.8% | |
| 0 | 52 | 0.0% | |
| 1 | 166 | 0.6% | |
| 3 | 184 | 1.6% | |
| 1 | 168 | 0.6% | |
| 1 | 46 | 2.2% | |
| 0 | 40 | 0.0% | |
| 0 | 54 | 0.0% | |
| 1 | 44 | 2.3% | |
| 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 TestGorilla alongside another brand in this record, it was named first in 0 of 11 (0.0%).
Named alongside
- BambooHR: named together in 6 answers
- Rippling: named together in 6 answers
- Checkr: named together in 5 answers
- BizLibrary: named together in 4 answers
- Workday: named together in 4 answers
- GoSkills: named together in 3 answers
- Zoom: named together in 3 answers
- Eightfold AI: named together in 2 answers
Sources the engines cited when they named TestGorilla
Domains cited in answers that named TestGorilla, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| bizlibrary.com | 4 |
| coursebox.ai | 4 |
| peoplepilot.io | 4 |
| goskills.com | 3 |
| trainual.com | 3 |
| explodingtopics.com | 2 |
| failory.com | 2 |
| forbes.com | 2 |
| jobillico.com | 2 |
| landbase.com | 2 |
TestGorilla's own site (testgorilla.com) was cited in 5 of 11 (45.5%).
Across every answer run in the Machine Relations Index, not only the answers that named TestGorilla, testgorilla.com was cited in 8 of 30,766 (0.03%), by 2 of the 6 engines it observes. The Index is still collecting evidence on testgorilla.com before it grades or ranks it.
Across every HR & Talent buyer question, not only the answers that named TestGorilla, the Machine Relations Index ranks which sources AI engines cite for HR & Talent questions.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| HR & Talent | 6 | 1,577 | 0.4% |
| Education & Training | 5 | 1,261 | 0.4% |
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 TestGorilla?
ChatGPT named TestGorilla in 5 of 643 answers (0.8%) to buyer questions about HR & Talent and Education & Training between May 10, 2026 and October 24, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed TestGorilla.
Which sources do AI engines cite when they mention TestGorilla?
The domains cited most often in answers that named TestGorilla were bizlibrary.com (4 answers), coursebox.ai (4 answers) and peoplepilot.io (4 answers).
Which AI engine names TestGorilla most often?
Gemini, at 0.9%: it named TestGorilla in 6 of 674 answers to buyer questions about HR & Talent and Education & Training.