Every category where a model named HubSpot Operations Hub 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
Lead routing and management	Sales	2%	10 of 104	0%	5	under 10 labels · led by LeadAngel at 32%
CRM data quality and deduplication	Revenue operations	0%	18 of 104	9%	11	accepted challenger
Workflow automation and iPaaS	GTM data and infrastructure	0%	16 of 76	0%	3	under 10 labels · led by Workato at 38%
Customer success platforms	Customer	0%	59 of 69	100%	1	under 10 labels · led by ChurnZero at 39%

Movement

This is the first edition on this tier, so no move can be computed for HubSpot Operations Hub yet. The next is due October 1, 2026. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

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

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

Direct16 labels1

Paraphrase8 labelsNone

Comparative8 labelsNone

Budget-constrained9 labelsNone

Scale-constrained4 labelsNone

Negative12 labelsNone

First choiceAlternativeMentionNegative57 labels in all, every segment counted; 1 of the 1 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.

“HubSpot Operations Hub Enterprise is the cleanest path for HubSpot stacks” Claude Haiku 4.5 · Lead routing · direct prompt · first choice

“Has excellent workflow automation features that allow for visual routing logic without external plugins.” Qwen 3.7 Flash · Lead routing · direct prompt · alternative

“if you're already in HubSpot, its native stack is worth considering before buying a separate tool” GPT-5.4 mini · CRM data quality · budget prompt · alternative

“HubSpot's built-in Data Quality software (part of Operations Hub) is a fantastic option.” Gemini 3.5 Flash · CRM data quality · 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.

“be cautious of relying on them to keep a large, complex enterprise CRM clean” Gemini 3.5 Flash · CRM data quality · negative prompt · soft negative

“Less specialized than dedicated tools” Claude Haiku 4.5 · Customer success · paraphrase prompt · soft negative

Named alongside

The products named in the same answers as HubSpot Operations Hub, over the 57 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and HubSpot Operations Hub was named but was not.

ProductSame answerTook the first choice insteadHead to head

Insycle21 of 5711Not in the top three

DemandTools20 of 572Not in the top three

Cleanlist16 of 577Not in the top three

Cloudingo12 of 570Not in the top three

LeanData11 of 578Not in the top three

ZoomInfo Operations11 of 572Not in the top three

Apollo.io11 of 571Not in the top three

Zapier10 of 572Not in the top three

Dedupely10 of 571Not in the top three

Make9 of 572Not in the top three

A head-to-head page exists where both products are in a category's top three. 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 HubSpot Operations Hub. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 18 of the 57 answers that named HubSpot Operations Hub and are not a share of its labels.

Domains cited

g2.com8

clearout.io6

cognism.com6

guideflow.com6

default.com5

leadangel.com5

worldmetrics.org5

cleanlist.ai4

findymail.com4

morsoftware.com4

Fifty-three of the fifty-three domain citations in answers naming HubSpot Operations Hub came from somebody else's page.

Pages cited

g2.com/categories/data-quality/f/crm8

clearout.io/blog/crm-data-cleaning-solutions6

cleanlist.ai/blog/2026-03-27-data-quality-tools4

cleanlist.ai/blog/2026-05-12-best-database-cleaning-software4

cognism.com/blog/data-quality-software4

findymail.com/blog/crm-data-quality4

morsoftware.com/blog/data-hygiene-tools4

syncgtm.com/blog/best-crm-data-enrichment-tools4

Pages are listed as the models cited them.

Names read as HubSpot Operations Hub

What the judge wrote, as written, with how often. The vendor table decides that these count as HubSpot Operations Hub; a claim can dispute any of them.

HubSpot 5HubSpot Data Hub 4HubSpot Operations Hub (Enterprise) 2HubSpot Operations Hub Enterprise 2HubSpot native 2HubSpot Native 1HubSpot Service Hub/Operations Hub 1Hubspot 1

The company

HubSpot is the company behind HubSpot Operations Hub.

Website: hubspot.com
Headquarters: Cambridge, United States
Founded: 2006
Employees: about 8,246 (2024)
Ownership: Public, HUBS on New York Stock Exchange

From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn · Crunchbase

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 HubSpot Operations Hub'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 HubSpot Operations Hub, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at hubspot.net is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.