Every category where a model named Holistics 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	0%	25 of 72	0%	10	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Holistics 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 Holistics across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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

Direct4 labels1

Paraphrase6 labelsNone

Comparative9 labelsNone

Budget-constrained1 labelNone

Scale-constrained2 labels1

Negative5 labelsNone

First choiceAlternativeMentionNegative27 labels in all, every segment counted; 2 of the 2 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.

“Holistics is highlighted for "a code-based semantic layer, permission-aware embedded AI, and an Embed Portal"” Muse Glimmer 30B · Embedded analytics · comparative prompt · alternative

“At roughly $1k/month, Holistics sits in a sweet spot between free-tier tools and enterprise platforms.” Claude Haiku 4.5 · Embedded analytics · direct prompt · alternative

“Prioritize purpose-built embedders like Cube, Omni, Luzmo, Holistics, or Qrvey” Grok 4.1 Fast · Embedded analytics · negative prompt · alternative

“Holistics is another strong option that's gaining traction.” Claude Haiku 4.5 · Embedded analytics · paraphrase prompt · alternative

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.

No model argued against it.

Named alongside

The products named in the same answers as Holistics, over the 27 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Holistics was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Sisense16 of 272Not among the top eight

ThoughtSpot Embedded16 of 271Not among the top eight

Luzmo15 of 274Not among the top eight

Looker14 of 272Not among the top eight

Tableau13 of 270Not among the top eight

Metabase12 of 272Not among the top eight

Microsoft Power BI Embedded11 of 270Not among the top eight

Power BI Embedded11 of 270Not among the top eight

GoodData10 of 271Not among the top eight

Zoho Analytics9 of 272Not 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 Holistics. 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 27 of the 27 answers that named Holistics and are not a share of its labels.

Domains cited

holistics.ioYour site25

omni.co20

zoho.com18

cube.dev14

embeddable.com13

explo.co13

querio.ai13

luzmo.com12

thoughtspot.com11

qrvey.com10

124 of the 149 domain citations in answers naming Holistics came from somebody else's page.

Pages cited

holistics.io/blog/best-embedded-analytics-tools21

omni.co/articles/best-embedded-analytics-tools-202615

cube.dev/articles/best-embedded-analytics-platforms-202614

zoho.com/analytics/insightshq/top-embedded-analytics-tools.html14

explo.co/blog/embedded-analytics-platforms12

holistics.io/bi-tools/embedded-analytics11

thoughtspot.com/data-trends/embedded-analytics/embedded-analytics-platform10

techtarget.com/data-technologies/tip/Evaluate-8-of-the-top-embedded-analytics-tools9

Pages are listed as the models cited them.

Search and answers

holistics.io ranks 6 on Google for the category's searches. In the answers, Holistics takes 0% of first choices and Metabase takes 22%.

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In search

Google, US estimates

Position for “embedded analytics platform”

Position for “embedded analytics platforms”

–

not in the top ten

Searches for its name, Google: 110,000 a month (“holistics”)
AI search demand for its name, est.: 50,047 a month
Organic visits to its site: about 41,618 a month
Searches its site ranks for: 2,569 · 98 in the top three
Sites linking to it: 1,883
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on Google

None found in Google's ad transparency records for the US

In answers

This edition

Share of first choices

rank 25 of 72 in embedded analytics

Segment leader

22%

Metabase

First choices: 2 across its categories
Named in: 27 answers
Its own site cited: in 27 of the answers that named it

Search figures are US estimates from DataForSEO, read October 5, 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 holistics.io

2,771

subdomains included

Content

453

counted in the table below

Documentation

867

Product · Integration

30 · 28

Kind	Pages	Last 90 days	Latest
Blog	272	3	2026-09-10
Comparison	86	0	2025-12-25
Case study	31	0	2024-01-16
Report or ebook	28	0	2020-06-12
Glossary or explainer	19	2	2026-09-04
Webinar or virtual event	6	0	2023-02-08
Conference or event	4	0	2025-10-29
Template or tool	4	0	2024-03-11
News or press	3	0	2024-06-26

Most recent

2026-09-10Analytics persuasion or truth seeking blog
2026-09-04What is agentic bi glossary or explainer
2026-09-03What is agentic analytics glossary or explainer
2026-08-27Vibecoding analytics blog
2026-07-01Rewriting aml in rust blog
2026-06-30Agentic query language blog

How it is countedHide how it is counted

Every page holistics.io 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 Holistics

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

Holistics is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: AI analytics platform
holistics.io
For: data teams
holistics.io
Price stated: Entry: $960 /month; Standard: $1200 /month; Security Compliance Suite: $2400 /month; Custom Plan: Contact us; Embedded Analytics: Learn more holistics.io/pricing
Starting price: $800 /month holistics.io/pricing
Free plan or trial: Start free trial holistics.io
Certifications: SOC 2GDPRSOC2 ComplianceGDPR Compliance
Hosting: USEurope (EU)Asia-Pacific (APAC)SingaporeUnited StatesVietnam
Customers named: AuroraLepayaPencilQoalaMainspring EnergyDNSFilterWorld Vision New ZealandOptimal Workshop
Not stated on the pages read: Integrations

What Holistics's own pages state, read October 5, 2026: holistics.io, holistics.io/pricing, holistics.io/features, holistics.io/customers, holistics.io/partners. 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 Holistics'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 Holistics, 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 Holistics by email, built from the raw record of the edition. It shows:

where Holistics 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 Holistics, 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.