2 categories · Named, not rankedTextkernel
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Textkernel has 2.
Why models recommend it
“Textkernel may be more cost-efficient”GPT-5.4 mini · Budget-constrained question · alternative
What gives them pause
“General tools from providers like Paradox or Textkernel have faced audits for over-collection of data or inaccurate bias monitoring.”Grok 4.20 · Negative question · warning
Also on the shortlist
The products named in the same answers as Textkernel, over the 3 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 2 | 0 | View → | |
| 1 | 1 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 2 of the 3 answers that named Textkernel and are not a share of its labels.
Domains cited
Nine of the ten domain citations in answers naming Textkernel came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 55 | 0 | 2025-09-29 | Workforce planning | |
| Webinar or virtual event | 15 | 0 | 2024-09-11 | Talent intelligence | |
| Case study | 2 | 0 | 2023-11-21 | ||
| Conference or event | 2 | undated | |||
| Report or ebook | 1 | 0 | 2024-08-06 | ||
| Comparison | 1 | 0 | 2024-08-05 |
Most recent
- 2025-09-29Semantic search advanced matching blog
- 2025-09-08Case for partnering ai recruitment software blog
- 2025-08-07Ai recruitment software bias blog
- 2024-11-12Buy ai recruitment software blog
- 2024-09-11Textkernel unleash world 2024 webinar or virtual event
- 2024-08-20What you need to know about skills based hiring the ai advantage webinar or virtual event
How it is countedHide how it is counted
Every page textkernel.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.