IT AI Index

Index › Products › Vouched · October 2026 Edition

1 category · Named, not ranked

Vouched

3Judge labels

0First choices

0Negative labels

3 / 14Models named it

1Category

October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.

Standing

1 label, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Vouched was named 1 time in Identity verification, where Persona led with 21%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business21 of 58

under the label threshold

Mid-market43 of 61

under the label threshold

Enterprisenot named

No model named it for this buyer.

In identity verification · 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 Vouched 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
Identity verification	Identity and access	0%	43 of 61	0%	1	under 10 labels · led by Persona at 21%

Movement

This is the first edition on this tier, so no move can be computed for Vouched 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 Vouched across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

ShowHide

Model	Mention	Labels
Claude Haiku 4.5	1	1
GPT-5.4 mini	0	0
Gemini 3.5 Flash	0	0
Perplexity Sonar	0	0
Grok 4.1 Fast	0	0
Mistral Small	0	0
DeepSeek V4 Flash	0	0
Llama 4 Maverick	0	0
Qwen 3.7 Flash	0	0
Kimi K2	0	0
GLM 4.7 FlashX	0	0
MiniMax M2.5	0	0
GPT-6 Luna	0	0
Muse Glimmer 30B	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

Paraphrase1 labelNone

Comparative1 labelNone

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.

No positive label carried a quote.

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 Vouched, over the 3 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Vouched was named but was not.

ShowHide

ProductSame answerTook the first choice insteadHead to head

Veriff2 of 31Not among the top eight

iDenfy2 of 31Not among the top eight

Persona1 of 31Not among the top eight

Didit1 of 30Not among the top eight

IDology1 of 30Not among the top eight

Jumio1 of 30Not among the top eight

Middesk1 of 30Not among the top eight

Ondato1 of 30Not among the top eight

Onfido1 of 30Not among the top eight

Stripe Identity1 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 Vouched. 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 2 of the 3 answers that named Vouched and are not a share of its labels.

Domains cited

bureau.id2

didit.me2

gbg.com2

idenfy.com2

learn.g2.com2

ondato.com2

vouched.idYour site2

blog.tenantevaluation.ai1

capterra.com1

checkr.com1

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

Pages cited

bureau.id/resources/blog/identity-verification-solutions2

learn.g2.com/best-identity-verification-software2

blog.tenantevaluation.ai/best-1kosmos-alternatives-identity-verification1

bureau.id/resources/blog/identity-verification-api1

capterra.com/p/199701/Persona1

capterra.com/p/199701/Persona/reviews1

checkr.com/resources/articles/best-identity-verification-software1

dashdevs.com/blog/how-to-choose-a-kyc-provider-onfido-veriff-plaid1

Pages are listed as the models cited them.

Search and answers

vouched.id ranks 5 on Google for the category's searches. In the answers, Vouched takes 0% of first choices and Persona takes 21%.

ShowHide

In search

Google, US estimates

Position for “identity verification service”

–

not in the top ten

Position for “identity verification services”

In answers

This edition

Share of first choices

rank 43 of 61 in identity verification

Segment leader

21%

Persona

First choices: 0 across its categories
Named in: 3 answers
Its own site cited: in 2 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

ShowHide

Addresses on vouched.id

741

subdomains included

Content

598

counted in the table below

Documentation

Product · Integration

1 · 0

Kind	Pages	Last 90 days	Latest	Categories named
Glossary or explainer	576	19	2026-10-05	Identity verification, MFA
Case study	7	undated
Comparison	5	0	2026-05-26
Blog	3	0	2026-04-29	Identity verification
Template or tool	3	0	2026-06-29
Webinar or virtual event	2	0	2026-03-23	Identity verification
Conference or event	2	undated

Most recent

2026-10-05Identity verification consent management glossary or explainer
2026-10-05Healthcare fraud detection a practical framework glossary or explainer
2026-10-02Personal ai agents are here. know your agent is the answer glossary or explainer
2026-09-29Why voucheds kantara ial2 approval matters for healthcare security glossary or explainer
2026-09-24Rogue openai agent hacks australian medicare site glossary or explainer
2026-09-16Ai layoffs vibe coding and leading from the front with mitch kosowski glossary or explainer

How it is countedHide how it is counted

Every page vouched.id 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 Vouched

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

Vouched is its own company.

ShowHide

In its own words

Stated by the vendor, not checked

Positioning: An AI-powered identity verification (IDV) platform that enables organizations to verify individuals and agentic identities through document authentication, biometric analysis, and fraud detection.
vouched.id
For: organizations
vouched.id
Free plan or trial: Get started for free. vouched.id
Certifications: HIPAAKYPISO 27001:2022SOC 2 Type IICCPA Assessment
Customers named: BettorEdgeARA Insurance BoardDraiverMyStart HealthOriental BankRiders ShareBankers Healthcare GroupClublender
Not stated on the pages read: Price, starting price, integrations, hosting

What Vouched's own pages state, read October 6, 2026: vouched.id, trust.vouched.id, vouched.id/product/kya-os-server-know-your-agent, vouched.id/learn/case-studies, vouched.id/company/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 Vouched'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 Vouched, 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 Vouched by email, built from the raw record of the edition. It shows:

where Vouched 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 Vouched, 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.