Finance AI Index
Index Vendors › Doxo · September 2026 Edition
1 category · Ranked

Doxo

20Judge labels
0First choices
10Negative labels
11 of 12Models named it
1Category
September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.
Best standing
0% in Business bill pay for mid-market buyers
Rank 69 of 69 in the mid-market standingcriticized challenger
0 of 12 models made it the first choice on the direct prompt; 47% of its 19 labels there were negative.
By buyer segmentRead the same way at every buyer size.
In business bill pay · 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 Doxo 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 rateLabelsQuadrant
Business bill payTreasury and cash0%69 of 6947%19criticized challenger

Movement

This is the first edition on this tier, so no move can be computed for Doxo yet. 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 Doxo across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.501012
GPT-5.4 mini00000
Gemini 3.5 Flash00011
Perplexity Sonar00112
Grok 4.1 Fast01012
Mistral Small00101
DeepSeek V4 Flash00112
Llama 4 Maverick00101
Qwen 3.7 Flash00112
Kimi K201012
GLM 4.7 FlashX00112
MiniMax M2.510012

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
Paraphrase0 labelsNone
Comparative10 labels1not counted in share
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative10 labelsNone
First choiceAlternativeMentionNegative20 labels in all, every segment counted; 0 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.

“For personal use: Doxo is the most comprehensive free option” MiniMax M2.5 · Business bill pay · comparative prompt · first choice
“Doxo enables users to pay over 120,000 household billers from a single dashboard” Claude Haiku 4.5 · Business bill pay · comparative prompt · alternative
“Switch to Doxo for niche/rent/medical bills” Grok 4.1 Fast · Business bill pay · comparative prompt · alternative
“Best for: All-in-one bill management” Kimi K2 · Business bill pay · 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.

“Doxo: This online bill payment firm will pay $2.1 million to settle Federal Trade Commission allegations that it used misleading search ads to impersonate consumers' billers” Claude Haiku 4.5 · Business bill pay · negative prompt · hard negative
“consumer complaints and utility warnings have specifically called out Doxo as something some billers tell customers not to use for their bills” Perplexity Sonar · Business bill pay · negative prompt · hard negative
“FTC sued in 2024 for misleading search ads impersonating utilities ... Avoid Google searches—go directly to your biller's site.” Grok 4.1 Fast · Business bill pay · negative prompt · hard negative
“Platforms to Avoid: High Fees & Predatory Practices ... Doxo has faced significant legal and regulatory scrutiny.” Qwen 3.7 Flash · Business bill pay · negative prompt · hard negative

Named alongside

The products named in the same answers as Doxo, over the 20 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Doxo was named but was not.
ProductSame answerTook the first choice insteadHead to head
BILL15 of 202Not in the top three
Prism11 of 200Not in the top three
Melio10 of 203Not in the top three
Papaya10 of 200Not in the top three
Bank Bill Pay8 of 204Not in the top three
Quicken Bill Manager6 of 200Not in the top three
Ramp6 of 200Not in the top three
AvidXchange5 of 200Not in the top three
Paymentus3 of 200Not in the top three
Plastiq3 of 200Not 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 Doxo. 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 19 of the 20 answers that named Doxo and are not a share of its labels.

Names read as Doxo

What the judge wrote, as written, with how often. The vendor table decides that these count as Doxo; a claim can dispute any of them.
Doxo (formerly OneSync) 1
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 Doxo'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 Doxo, 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 doxo.com 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.