AI Indexes
Finance AI Index
Index › Products › Mantle · October 2026 Edition
1 category · Named, not ranked

Mantle

9Judge labels
2First choices
0Negative labels
3 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, 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. Mantle was named 3 times in Cap table management, where Carta led with 33%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In cap table management · 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 Mantle 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
Cap table managementEquity and corporate0%14 of 420%3under 10 labels · led by Carta at 33%▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.

Movement

Since September 2026, Mantle held within the floor in its one category: no change cleared 10 points.

Best category · Cap table management · by segment

Small business▼−5Since September 2026: 5% → 0%, −5 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 5% in September 2026
Inside the floor by 5 pointsRank 6 → 12 of 47
Mid-market▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 8 pointsRank 9 → 13 of 39
Enterprise▼−3Since September 2026: 7% → 4%, −3 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
4%from 7% in September 2026
Inside the floor by 7 pointsRank 6 → 7 of 48

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
Cap table management2%0%▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 9 → 14 of 42

Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.

The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions

By model

How each model treated Mantle across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash03003
Perplexity Sonar00000
Grok 4.1 Fast00000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
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
Direct1 labelNone
Paraphrase0 labelsNone
Comparative3 labels1not counted in share
Budget-constrained4 labels2
Scale-constrained1 labelNone
Negative0 labelsNone
First choiceAlternativeMentionNegative9 labels in all, every segment counted; 2 of the 3 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.

“Offers flat-rate pricing across all tiers with unlimited stakeholders.” Gemini 3.5 Flash · Cap table management · comparative prompt · alternative
“It's arguably the most cost-effective way to manage a growing team.” Gemini 3.5 Flash · Cap table management · budget prompt · alternative
“Mantle offers flat-rate pricing with unlimited stakeholders.” Gemini 3.5 Flash · Cap table management · direct 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 Mantle, over the 9 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Mantle was named but was not.
ShowHide
ProductSame answerTook the first choice insteadHead to head
Carta9 of 94Not among the top eight
Pulley9 of 91Not among the top eight
Cake Equity6 of 90Not among the top eight
Ledgy6 of 90Not among the top eight
Eqvista5 of 91Not among the top eight
Fidelity Private Shares4 of 91Not among the top eight
Qapita4 of 90Not among the top eight
Shareworks2 of 90Not among the top eight
AngelList Stack1 of 90Not among the top eight
Capable1 of 90Not 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 Mantle. 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 9 answers that named Mantle and are not a share of its labels.

Domains cited

qapita.com8
valueaddvc.com8
blog.withmantle.comYour site7
carta.com6
reddit.com6
cakeequity.com5
sliceglobal.com5
story.law5
withmantle.comYour site5
ainative.studio3

Forty-six of the fifty-eight domain citations in answers naming Mantle came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

withmantle.com is not in Google's top ten for any of the category's searches. In the answers, Mantle takes 0% of first choices and Carta takes 33%.
ShowHide

In search

Google, US estimates
Position for “cap table platforms”
–
not in the top ten
Position for “cap table management software”
–
not in the top ten
Searches for its name, Google
60,500 a month (“mantle”)
AI search demand for its name, est.
19,775 a month
Organic visits to its site
about 436 a month
Searches its site ranks for
322 · 10 in the top three
Sites linking to it
478
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on GoogleDetailLess
31 ads · 20 image, 11 text · 13 shown in the last 30 days

First shown July 2024, as Ten Key Labs Incorporated, verified. Ads started 2025-10 to 2026-09: 22 in the year, 9 before.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
0%
rank 14 of 42 in cap table management
Segment leader
33%
Carta
First choices
2 across its categories
Named in
9 answers
Its own site cited
in 9 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 withmantle.com
2,657
subdomains included
Content
165
counted in the table below
Documentation
179
Product · Integration
0 · 2,240
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog129182026-09-29Cap table management
Case study17162026-09-29
Comparison642026-09-29
Template or tool622026-09-29
Conference or event442026-09-29
Glossary or explainer212026-07-10
News or press112026-08-11

Most recent

How it is countedHide how it is counted

Every page withmantle.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.

Names read as Mantle

What the judge wrote, as written, with how often. The vendor table decides that these count as Mantle; a claim can dispute any of them.
Mantle (Mantle Starter) 1

Follow Mantle

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

Mantle is its own company.
ShowHide

In its own words

Stated by the vendor, not checked
Positioning
Cap Table Management for Startups
For
Built for founders, CFOs, and law firms.
Price stated
Starter $0; Essentials $1,200 / year; Growth $3,000 / year; Growth+ Custom withmantle.com/equity/pricing
Free plan or trial
Start for free withmantle.com
Integrations claimed
2 withmantle.com/equity/pricing
Certifications
AICPASOC2Google Cloud PartnerSOC 2 Type 2 report accessAICPA SOC 2 Type II Compliant
Hosting
US Central region
Customers named
Aire LabsCourtyard AIWillfulBeacon SoftwareNisheDiscoAthennianBlazel

What Mantle's own pages state, read September 28, 2026: withmantle.com, withmantle.com/equity/pricing, withmantle.com/security, withmantle.com/case-studies/case-studies. 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 Mantle'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 Mantle, 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 Mantle by email, built from the raw record of the edition. It shows:

  • where Mantle 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 Mantle, 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 withmantle.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.