Index › Products › Principal Financial · October 2026 Edition

1 category · Named, not ranked

Principal Financial

10Judge labels

0First choices

5Negative labels

8 / 14Models named it

1Category

October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.

Standing

4 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Principal Financial was named 4 times in 401(k) providers, where Human Interest led with 20%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small businessnot named

No model named it for this buyer.

Mid-market76 of 78

under the label threshold

Enterprise28 of 74

under the label threshold

In 401(k) providers · 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 Principal Financial 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
401(k) providers	Compensation and total rewards	0%	76 of 78	75%	4	under 10 labels · led by Human Interest at 20%

Movement

This is the first edition on this tier, so no move can be computed for Principal Financial 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 Principal Financial 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	Negative	Labels
Claude Haiku 4.5	0	0	0
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	0	0	0
Perplexity Sonar	0	0	0
Grok 4.1 Fast	0	1	1
Mistral Small	0	0	0
DeepSeek V4 Flash	0	1	1
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	1	0	1
Kimi K2	0	0	0
GLM 4.7 FlashX	0	1	1
MiniMax M2.5	0	0	0
GPT-6 Luna	0	0	0
Muse Glimmer 30B	0	0	0

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

Direct1 labelNone

Paraphrase2 labelsNone

Comparative3 labelsNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative4 labelsNone

First choiceAlternativeMentionNegative10 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.

“A massive player that offers highly customizable plans, life insurance wrappers, and extensive retirement counseling services.” Qwen 3.7 Flash · 401(k) providers · comparative 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.

“The biggest caution flags apply to insurance-company-based providers (especially Principal and John Hancock) due to fee structures and litigation history” DeepSeek V4 Flash · 401(k) providers · negative prompt · hard negative

“Avoid or be very cautious with ... Principal Financial / Principal Life (class‑action allegations of fee abuse)” GLM 4.7 FlashX · 401(k) providers · negative prompt · hard negative

“$4.5B plan loaded with pricey in-house funds” Grok 4.1 Fast · 401(k) providers · negative prompt · soft negative

Named alongside

The products named in the same answers as Principal Financial, over the 10 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Principal Financial was named but was not.

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ProductSame answerTook the first choice insteadHead to head

ADP Retirement Services7 of 100Not among the top eight

Empower Retirement7 of 100Not among the top eight

Vanguard6 of 100Not among the top eight

Fidelity Investments5 of 105Not among the top eight

Guideline5 of 100Not among the top eight

Fidelity Advantage 4014 of 102Not among the top eight

Charles Schwab4 of 100Not among the top eight

Human Interest3 of 100Not among the top eight

Ascensus2 of 100Not among the top eight

Betterment at Work2 of 100Not 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 Principal Financial. 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 9 of the 10 answers that named Principal Financial and are not a share of its labels.

Domains cited

spotsaas.com7

investmentnews.com6

forbes.com5

zipdo.co5

401k.is4

adp.com4

goldenwealthcapital.com4

myshortlister.com4

employeefiduciary.com3

fitsmallbusiness.com3

No domain is on file for Principal Financial, so its own site is not marked.

Pages cited

spotsaas.com/blog/10-best-401k-providers-20265

spotsaas.com/blog/how-to-choose-the-best-401k-provider5

adp.com/what-we-offer/benefits/retirement/401k.aspx4

goldenwealthcapital.com/blog/the-top-401k-providers-proven-list-from-a-401-k-expert4

employeefiduciary.com/blog/switching-401k-providers3

fitsmallbusiness.com/best-401k-companies3

forbes.com/advisor/retirement/best-401k-plans3

investmentnews.com/regulation-legal-compliance/workers-allege-principal-financial-ran-459b3

Pages are listed as the models cited them.

Search and answers

Where Principal Financial stands in Google search beside where it stands in the models' answers.

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In search

Google, US estimates

Searches for its name, Google: 74,000 a month (“principal financial”)
AI search demand for its name, est.: 888 a month
Its own site: No site of its own on file, so no site figures

In answers

This edition

Share of first choices

rank 76 of 78 in 401(k) providers

Segment leader

20%

Human Interest

First choices: 0 across its categories
Named in: 10 answers
Its own site cited: No site on file to match

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.

Names read as Principal Financial

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

Principal Financial / Principal Life 1

Follow Principal Financial

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.

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 Principal Financial'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 Principal Financial, 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 Principal Financial by email, built from the raw record of the edition. It shows:

where Principal Financial 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 Principal Financial, 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.