Every category where a model named Sisense for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant	Since September 2026
Embedded analytics	Data platform	15%	2 of 72	28%	39	criticized challenger

Movement

This is the first edition on this tier, so no move can be computed for Sisense yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated Sisense across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	First choice	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	2	0	1	0	3
GPT-5.4 mini	2	0	1	0	3
Gemini 3.5 Flash	0	0	0	2	2
Perplexity Sonar	0	1	0	0	1
Grok 4.1 Fast	0	1	1	3	5
Mistral Small	1	0	0	0	1
DeepSeek V4 Flash	1	1	1	2	5
Llama 4 Maverick	0	1	0	0	1
Qwen 3.7 Flash	1	2	1	0	4
Kimi K2	2	1	0	2	5
GLM 4.7 FlashX	0	2	0	1	3
MiniMax M2.5	0	1	1	1	3
GPT-6 Luna	0	2	0	0	2
Muse Glimmer 30B	1	0	0	0	1

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct22 labels10

Paraphrase15 labels5

Comparative27 labels2not counted in share

Budget-constrained9 labelsNone

Scale-constrained13 labelsNone

Negative16 labelsNone

First choiceAlternativeMentionNegative102 labels in all, every segment counted; 15 of the 17 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“Sisense is widely considered the strongest all-around contender due to its balance of price, ease of integration, and powerful visualization engine.” Qwen 3.7 Flash · Embedded analytics · direct prompt · first choice

“Best for mid-market SaaS products that want a turnkey embedded solution; teams without ecosystem commitments to Microsoft or Salesforce” Claude Haiku 4.5 · Embedded analytics · direct prompt · first choice

“For most mid-market B2B companies, Sisense and Explo are the strongest contenders, with Sisense leading for technical flexibility” Mistral Small · Embedded analytics · direct prompt · first choice

“My practical default recommendation for a mid-market B2B SaaS company is: _Sisense_ if embedded analytics is a core product feature.” GPT-5.4 mini · Embedded analytics · direct prompt · first choice

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“A catastrophic, highly publicized supply chain data breach in April 2024.” Gemini 3.5 Flash · Embedded analytics · negative prompt · hard negative

“Avoid: Enterprise platforms like Tableau, Looker, or Sisense” Kimi K2 · Embedded analytics · budget prompt · hard negative

“Enterprise-grade tools (like Looker, Sisense, or Tableau) often require complex sales negotiations and five-to-six-figure annual contracts.” Gemini 3.5 Flash · Embedded analytics · budget prompt · soft negative

“Several embedded-first tools are criticized for having fewer visualization choices than traditional BI tools” GLM 4.7 FlashX · Embedded analytics · negative prompt · soft negative

Named alongside

The products named in the same answers as Sisense, over the 102 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Sisense was named but was not.

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ProductSame answerTook the first choice insteadHead to head

ThoughtSpot Embedded62 of 1024Compare →

Looker62 of 1023Not among the top eight

Power BI Embedded48 of 1020Not among the top eight

Tableau48 of 1020Not among the top eight

GoodData46 of 10210Compare →

Metabase40 of 10211Compare →

Luzmo38 of 10210Compare →

Microsoft Power BI Embedded36 of 1026Not among the top eight

Tableau Embedded Analytics28 of 1020Not among the top eight

Domo Everywhere19 of 1020Not among the top eight

A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Sisense. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 98 of the 102 answers that named Sisense and are not a share of its labels.

Domains cited

holistics.io66

omni.co51

zoho.com46

luzmo.com45

embeddable.com42

peliqan.io41

cube.dev40

querio.ai40

thoughtspot.com40

sisense.comYour site38

411 of the 449 domain citations in answers naming Sisense came from somebody else's page.

Pages cited

holistics.io/blog/best-embedded-analytics-tools57

omni.co/articles/best-embedded-analytics-tools-202645

peliqan.io/blog/embedded-analytics-tools41

cube.dev/articles/best-embedded-analytics-platforms-202638

explo.co/blog/embedded-analytics-platforms33

thoughtspot.com/data-trends/embedded-analytics/embedded-analytics-platform33

zoho.com/analytics/insightshq/top-embedded-analytics-tools.html33

luzmo.com/blog/embedded-analytics-tools31

Pages are listed as the models cited them.

Search and answers

sisense.com ranks 3 on Google for the category's searches. In the answers, Sisense takes 15% of first choices and Metabase takes 22%.

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In search

Google, US estimates

Position for “embedded analytics platform”

–

not in the top ten

Position for “embedded analytics platforms”

Searches for its name, Google: 2,400 a month (“sisense”)
AI search demand for its name, est.: 140 a month
Organic visits to its site: about 29,511 a month
Searches its site ranks for: 5,798 · 343 in the top three
Sites linking to it: 7,560
Paid Google search: 1 searches its ads show for, about 18 clicks and $243 a month (estimate)

Ads on GoogleDetailLess

44 ads · 44 text · 15 shown in the last 30 days

First shown April 2022, as Sisense Inc, verified. Ads started 2025-10 to 2026-09: 19 in the year, 25 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

15%

rank 2 of 72 in embedded analytics

Segment leader

22%

Metabase

First choices: 15 across its categories
Named in: 102 answers
Its own site cited: in 98 of the answers that named it

Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

What it publishes

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Addresses on sisense.com

5,167

subdomains included

Content

2,095

counted in the table below

Documentation

Product · Integration

10 · 209

Kind	Pages	Last 90 days	Latest
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

Most recent

2026-09-25Generative ai for data analytics blog
2026-09-25Agentic analytics glossary or explainer
2026-09-17Whats new with sisense oct 2026 webinar or virtual event
2026-08-25Sisense vs omni comparison
2026-08-14Product updates 2026 3 mcp search csdkplugins blog
2026-08-05Success series sustainable customizations in sisense webinar or virtual event

Events in person

Last twelve months

November 13, 2025Sisense at Databricks World Tour New YorkJavits Center North · attended
November 6, 2025Sisense at Databricks World Tour AmsterdamRAI Amsterdam · attended
October 16, 2025Sisense at Databricks World Tour LondonExCel London · attended

As the event pages on sisense.com state them, read September 28, 2026.

How it is countedHide how it is counted

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.

Follow Sisense

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

The company

Sisense is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: AI-powered embedded analytics platform
sisense.com
For: customers with customer-facing products
sisense.com
Free plan or trial: Try free sisense.com/plans
Certifications: HIPAA-ready complianceHIPAA readinessSOC 2 Type 2ISO/IEC 27001ISO/IEC 27701ISO/IEC 42001:2023HIPAA
Hosting: SaaSdedicated cloudon-premAWSAzureGCP
Customers named: CropinBigtincanTessituraBarriosFunraiseiQuantivWalMartPepsiCo
Not stated on the pages read: Price, starting price, integrations

What Sisense's own pages state, read September 28, 2026: sisense.com, sisense.com/plans, trust.sisense.com, sisense.com/solutions, sisense.com/resources/case-studies. A claimed page can correct any of them.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Sisense's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Sisense, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Sisense by email, built from the raw record of the edition. It shows:

where Sisense is named, by buyer and by framing, and which cells hold its first choices;
the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
its vocabulary against the segment leader's, and the pages the models cited;
who was chosen in the answers that did not name Sisense, and every reason the record gives;
a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
one page of published figures cleared to show a buyer.

Badges

Wins only: a badge exists where Sisense is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.

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Sisense is among the products AI models recommend first in Embedded analytics this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.

Wide · 320 × 104 Website, beside other badges

Show the code

<a href="https://it-ai-index.com/it-data/embedded-analytics/"><img src="https://it-ai-index.com/badges/2026-10/sisense--embedded-analytics-wide.svg" alt="Among AI models' top three in Embedded analytics, October 2026 Edition, IT AI Recommendation Index" width="320" height="104"></a>

Copy the code as it is. The link is part of the badge: it points at the Embedded analytics standing, where the claim can be checked.

Square · 240 × 240 LinkedIn, slides

Show the code

<a href="https://it-ai-index.com/it-data/embedded-analytics/"><img src="https://it-ai-index.com/badges/2026-10/sisense--embedded-analytics-square.svg" alt="Among AI models' top three in Embedded analytics, October 2026 Edition, IT AI Recommendation Index" width="240" height="240"></a>

Copy the code as it is. The link is part of the badge: it points at the Embedded analytics standing, where the claim can be checked.

Compact · 200 × 56 Email signature, footer

Show the code

<a href="https://it-ai-index.com/it-data/embedded-analytics/"><img src="https://it-ai-index.com/badges/2026-10/sisense--embedded-analytics-compact.svg" alt="Among AI models' top three in Embedded analytics, October 2026 Edition, IT AI Recommendation Index" width="200" height="56"></a>

Copy the code as it is. The link is part of the badge: it points at the Embedded analytics standing, where the claim can be checked.

Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.