Sisense is an embedded analytics platform for companies that put analytics inside their own customer-facing products · sisense.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Metabase is first at 34%.
Metabase is first at 30%. 5 of 14 models made it the first choice when asked directly.
Ranked first, contested: Embeddable has 15%.
“Sisense is widely considered the premier embedded analytics platform, especially for complex data environments.”DeepSeek V4 Flash · Comparative question · first choice
“If you're building a SaaS product: start with Sisense, ThoughtSpot Embedded, GoodData, or Qrvey”GPT-5.4 mini · Comparative question · first choice
“The Best All-Rounder: Sisense ... widely considered the gold standard for mid-market companies”Qwen 3.7 Flash · Direct question · first choice
“If you need the analytics to look *exactly* like your app ... choose GoodData or Sisense.”Qwen 3.7 Flash · Comparative question · first choice
“Verdict: Exercise extreme caution, especially for sensitive data”Kimi K2 · Negative question · warning
“Avoid high-end tools like Tableau ($75+/user), Sisense ($399+)”Grok 4.20 · Budget-constrained question · warning
“Avoid platforms like Luzmo ($2,000+/month), Sisense”DeepSeek V4 Flash · Budget-constrained question · warning
“criticism for inconsistent performance, complex setup, and recent shifts in ownership/support that led to reliability concerns”Grok 4.20 · Negative question · warning
The products named in the same answers as Sisense, over the 140 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 107 | 0 | View → | |
| 96 | 4 | View → | |
| 80 | 3 | View → | |
| 69 | 10 | Compare → | |
| 65 | 14 | Compare → | |
| 57 | 1 | View → | |
| 56 | 3 | View → | |
| 53 | 2 | Compare → | |
| 46 | 5 | Compare → | |
| 45 | 7 | Compare → |
What the models named instead of Sisense →
A side-by-side page exists where both products are among a category's top eight.
Stated on Sisense's own site, not checked by Gane.
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 →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 129 of the 140 answers that named Sisense and are not a share of its labels.
361 of the 395 domain citations in answers naming Sisense came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-5.4 mini | 3 | 1 | 0 | 1 | 5 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 2 | 3 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 3 | 1 | 2 | 6 |
| Mistral Small | 1 | 1 | 1 | 1 | 4 |
| DeepSeek V4 Flash | 2 | 1 | 1 | 2 | 6 |
| Llama 4 Maverick | 0 | 1 | 2 | 0 | 3 |
| Qwen 3.7 Flash | 2 | 2 | 0 | 0 | 4 |
| Kimi K2 | 0 | 1 | 3 | 1 | 5 |
| GLM 4.7 FlashX | 2 | 1 | 0 | 1 | 4 |
| MiniMax M2.5 | 1 | 0 | 0 | 1 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 1 | 2 |
| Muse Glimmer 30B | 1 | 1 | 0 | 0 | 2 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Report or ebook | 1,765 | 1 | 2026-08-03 | ||
| Blog | 126 | 2 | 2026-09-25 | ||
| Glossary or explainer | 65 | 1 | 2026-09-25 | ||
| News or press | 48 | 0 | 2026-05-04 | ||
| Conference or event | 44 | 0 | 2024-08-26 | ||
| Webinar or virtual event | 34 | 2 | 2026-09-17 | ||
| Comparison | 11 | 2 | 2026-08-25 | ||
| Case study | 2 | 0 | 2024-08-26 |
As the event pages on sisense.com state them, read September 28, 2026.
Every page sisense.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.