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HR AI Index
Index › Products › Workiva · October 2026 Edition
2 categories · Named, not ranked

Workiva

3Judge labels
0First choices
1Negative labels
3 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Standing
2 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Workiva was named 2 times in Giving & volunteering and 1 other category, where Millie led with 22%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In giving & volunteering · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Workiva 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.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Employee giving and volunteeringOnboarding and employee experience0%46 of 700%1under 10 labels · led by Millie at 22%
HR compliance and policy managementCore HR and payroll0%91 of 97100%1under 10 labels · led by Rippling at 19%newNew since September 2026: not ranked then, 0% now.

Movement

This is the first edition on this tier, so no move can be computed for Workiva 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 Workiva across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.1 Fast00000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200011
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna01001
Muse Glimmer 30B00000

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
Direct0 labelsNone
Paraphrase3 labelsNone
Comparative0 labelsNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative0 labelsNone
First choiceAlternativeMentionNegative3 labels in all, every segment counted; 0 of the 0 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.

“Look at Workiva for controlled, audit-ready reporting” GPT-6 Luna · Giving & volunteering · 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.

“Enterprise-grade; likely too heavy and expensive for mid-market” Kimi K2 · HR compliance · paraphrase prompt · soft negative

Named alongside

The products named in the same answers as Workiva, over the 3 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Workiva was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Blissbook2 of 31Not among the top eight
NAVEX PolicyTech2 of 30Not among the top eight
SixFifty2 of 30Not among the top eight
Millie1 of 31Not among the top eight
Trainual1 of 31Not among the top eight
BambooHR1 of 30Not among the top eight
Benevity Enterprise Impact Platform1 of 30Not among the top eight
Confluence1 of 30Not among the top eight
Deel1 of 30Not among the top eight
EcoVadis1 of 30Not 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 Workiva. 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 3 of the 3 answers that named Workiva and are not a share of its labels.

Domains cited

blissbook.com2
guidde.com2
peoplemanagingpeople.com2
sweetprocess.com2
trainual.com2
airmason.com1
anywherer.com1
brightmine.com1
business.com1
corporater.com1

Fifteen of the fifteen domain citations in answers naming Workiva came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

workiva.com is not in Google's top ten for any of the category's searches. In the answers, Workiva takes 0% of first choices and Millie takes 22%.
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In search

Google, US estimates
Position for “employee giving and volunteering platform”
–
not in the top ten
Position for “employee giving and volunteering platforms”
–
not in the top ten
Searches for its name, Google
22,200 a month (“workiva”)
AI search demand for its name, est.
524 a month
Organic visits to its site
about 58,186 a month
Searches its site ranks for
7,258 · 772 in the top three
Sites linking to it
5,677
Paid Google search
1 searches its ads show for, about 1 clicks and $23 a month (estimate)
Ads on GoogleDetailLess
113+ ads · 106 text, 6 video, 1 image · 64 shown in the last 30 days

First shown January 2022, as Workiva Inc., verified. Ads started 2025-10 to 2026-09: 92 in the year, 21 before. 7 more by other advertisers linking to it.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
0%
rank 46 of 70 in giving & volunteering
Segment leader
22%
Millie
First choices
0 across its categories
Named in
3 answers
Its own site cited
in 3 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

ShowHide
Addresses on workiva.com
413
subdomains included
Content
404
counted in the table below
Documentation
0
Product · Integration
0 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
News or press338undated
Conference or event66undated
How it is countedHide how it is counted

Every page workiva.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 Workiva

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

Workiva is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
AI Purpose-Built for Finance, Audit, Risk & Sustainability
For
finance, audit, risk and sustainability teams
Customers named
The Hershey CompanyAmalgamated BankAESSouthwestNXP
Not stated on the pages read
Price, starting price, free plan or trial, integrations, certifications, hosting

What Workiva's own pages state, read October 5, 2026: workiva.com, workiva.com. 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 Workiva'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 Workiva, 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 Workiva by email, built from the raw record of the edition. It shows:

  • where Workiva 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 Workiva, 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.
The subscriber app

A verification link goes to your work email; an address at workiva.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.