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HR AI Index
Index › Products › BrightDime · October 2026 Edition
1 category · Named, not ranked

BrightDime

12Judge labels
4First choices
1Negative 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
3 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. BrightDime was named 3 times in Financial wellness, where LearnLux led with 24%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In financial wellness · 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 BrightDime 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
Financial wellness platformsCompensation and total rewards5%7 of 1170%3under 10 labels · led by LearnLux at 24%

Movement

This is the first edition on this tier, so no move can be computed for BrightDime 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 BrightDime 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 4.501001
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 Flash10001
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B10001

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
Direct6 labels2
Paraphrase2 labels2
Comparative0 labelsNone
Budget-constrained3 labelsNone
Scale-constrained0 labelsNone
Negative1 labelNone
First choiceAlternativeMentionNegative12 labels in all, every segment counted; 4 of the 4 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.

“the most commonly short-listed pair for 2025-2026 is Best Money Moves and BrightDime” Muse Glimmer 30B · Financial wellness · direct prompt · first choice
“BrightDime is often the top recommendation for mid-market companies” Qwen 3.7 Flash · Financial wellness · direct prompt · first choice
“BrightDime introduced Essentials—a new low-cost and complete financial wellness program.” Claude Haiku 4.5 · Financial wellness · budget 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 BrightDime, over the 12 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and BrightDime was named but was not.
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ProductSame answerTook the first choice insteadHead to head
LearnLux8 of 121Not among the top eight
Your Money Line4 of 120Not among the top eight
FinFit3 of 122Not among the top eight
Financial Finesse3 of 121Not among the top eight
Payactiv3 of 120Not among the top eight
SmartDollar3 of 120Not among the top eight
BrightPlan2 of 121Not among the top eight
Nudge Global2 of 121Not among the top eight
ZayZoon2 of 121Not among the top eight
Addition Wealth2 of 120Not 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 BrightDime. 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 12 of the 12 answers that named BrightDime and are not a share of its labels.

Domains cited

g2.com8
us.fitgap.com8
myshortlister.com7
f6s.com6
guideflow.com6
selectsoftwarereviews.com6
marketgrowthreports.com5
mordorintelligence.com5
peoplemanagingpeople.com5
vantagefit.io5

Sixty-one of the sixty-one domain citations in answers naming BrightDime came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

brightdime.com is not in Google's top ten for any of the category's searches. In the answers, BrightDime takes 5% of first choices and LearnLux takes 24%.
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In search

Google, US estimates
Position for “financial wellness platform”
–
not in the top ten
Position for “financial wellness platforms”
–
not in the top ten
Searches for its name, Google
110 a month (“brightdime”)
AI search demand for its name, est.
0 a month
Organic visits to its site
about 69 a month
Searches its site ranks for
34 · 2 in the top three
Sites linking to it
511
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
5%
rank 7 of 117 in financial wellness
Segment leader
24%
LearnLux
First choices
4 across its categories
Named in
12 answers
Its own site cited
in 12 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 brightdime.com
656
subdomains included
Content
37
counted in the table below
Documentation
0
Product · Integration
0 · 0
KindPagesLast 90 days2025-11 to 2026-10LatestCategories named
Webinar or virtual event2102024-10-15
Blog6undated
Glossary or explainer502022-07-01
Case study302020-05-01
Conference or event102021-07-01
Comparison102018-10-01

Most recent

How it is countedHide how it is counted

Every page brightdime.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 October 5, 2026.

Follow BrightDime

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

BrightDime is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
Personalized financial coaching to reduce debt, increase savings, and achieve lasting financial wellness.
For
Employers
Price stated
Complete: From $1.50 per eligible user, Min. $250 per month; Core: From $0.20 per user, Min. $250 per month; Essentials: Free solution for enterprise accounts, Min. 5,000 users brightdime.com/pricing
Starting price
From $0.20 per user, Min. $250 per month brightdime.com/pricing
Free plan or trial
Free solution for enterprise accounts, Min. 5,000 users brightdime.com/pricing
Not stated on the pages read
Integrations, certifications, hosting, customers

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

  • where BrightDime 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 BrightDime, 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 brightdime.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.