AI Indexes
HR AI Index
Index › Products › Torch · October 2026 Edition
2 categories · Ranked

Torch

68Judge labels
6First choices
22Negative labels
14 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
11% in Coaching platforms for mid-market buyers
Rank 3 of 128 in the mid-market standingaccepted challenger
4 of 14 models made it the first choice on the direct prompt; 15% of its 20 labels there were negative.
What the models named instead of Torch →
By buyer segmentRead the same way at every buyer size.
In coaching platforms · 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 Torch 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
Coaching platformsLearning and development11%3 of 12815%20accepted challenger▼−1Since September 2026: 7% → 6%, −1 point. Inside the 13-point floor: within noise. Read over the models both editions asked.
Mentoring softwareLearning and development0%38 of 770%1under 10 labels · led by Together at 28%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.

Movement

Since September 2026, Torch held within the floor in all two categories: no change cleared 13 points.

Best category · Coaching platforms · by segment

Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 106 → 131 of 132
Mid-market▼−1Since September 2026: 7% → 6%, −1 point. Inside the 13-point floor: within noise. Read over the models both editions asked.
6%from 7% in September 2026
Inside the floor by 12 pointsRank 4 → 5 of 117
Enterprise=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 8 → 12 of 50

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
Coaching platforms7%6%▼−1Since September 2026: 7% → 6%, −1 point. Inside the 13-point floor: within noise. Read over the models both editions asked.Within noiseRank 4 → 3 of 128
Mentoring software0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Within noiseRank 18 → 38 of 77

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 13 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 Torch across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.510001
GPT-5.4 mini01001
Gemini 3.5 Flash01012
Perplexity Sonar10001
Grok 4.1 Fast01102
Mistral Small00101
DeepSeek V4 Flash02103
Llama 4 Maverick10001
Qwen 3.7 Flash01001
Kimi K201102
GLM 4.7 FlashX00000
MiniMax M2.500011
GPT-6 Luna11002
Muse Glimmer 30B20013

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
Direct12 labels4
Paraphrase12 labels2
Comparative15 labels1not counted in share
Budget-constrained10 labelsNone
Scale-constrained5 labelsNone
Negative14 labelsNone
First choiceAlternativeMentionNegative68 labels in all, every segment counted; 6 of the 7 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.

“"Torch — Best for Leadership Development in Mid-Market Companies"... Choose Torch if you want a leadership / manager-to-executive pipeline with curated coaches” Muse Glimmer 30B · Coaching platforms · direct prompt · first choice
“The best employee coaching platforms for a mid-market B2B company include Torch, Growthspace, Lattice, and Motivosity.” Llama 4 Maverick · Coaching platforms · direct prompt · first choice
“Torch is a leadership coaching and alignment platform built for mid-market and enterprise talent teams” Claude Haiku 4.5 · Coaching platforms · direct prompt · first choice
“Torch is the named best fit for 500–5,000 employee companies” Muse Glimmer 30B · Coaching platforms · paraphrase prompt · first choice

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.

“Enterprise platforms to avoid (for tight budgets): BetterUp, CoachHub, Torch, and EZRA” MiniMax M2.5 · Coaching platforms · budget prompt · hard negative
“Many of these platforms have incredibly strict non-compete clauses.” Gemini 3.5 Flash · Coaching platforms · negative prompt · soft negative
“are quote-based and priced for mid-market / enterprise populations” Muse Glimmer 30B · Coaching platforms · budget prompt · soft negative

Named alongside

The products named in the same answers as Torch, over the 68 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Torch was named but was not.
ShowHide
ProductSame answerTook the first choice insteadHead to head
BetterUp60 of 6820Not among the top eight
EZRA44 of 681Not among the top eight
Sounding Board14 of 680Not among the top eight
Risely13 of 684Not among the top eight
Valence13 of 680Not among the top eight
Coachello11 of 680Not 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 Torch. 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 66 of the 68 answers that named Torch and are not a share of its labels.

Domains cited

boon-health.com38
hr-ai-index.com34
coachello.ai31
torch.ioYour site28
easygenerator.com27
exec.com26
zendikt.com23
us.fitgap.com21
risely.me20
simply.coach17

237 of the 265 domain citations in answers naming Torch came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

torch.io is not in Google's top ten for any of the category's searches. In the answers, Torch takes 11% of first choices and Growthspace takes 20%.
ShowHide

In search

Google, US estimates
Position for “coaching platforms”
–
not in the top ten
Position for “employee coaching platform”
–
not in the top ten
Searches for its name, Google
90,500 a month (“torch”)
AI search demand for its name, est.
54,246 a month
Organic visits to its site
about 4,013 a month
Searches its site ranks for
1,446 · 23 in the top three
Sites linking to it
1,297
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on GoogleDetailLess
31 ads · 31 text · 12 shown in the last 30 days

First shown February 2025, as Redfish Labs, Inc., verified. Ads started 2025-10 to 2026-09: 14 in the year, 17 before.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
11%
rank 3 of 128 in coaching platforms
Segment leader
20%
Growthspace
First choices
6 across its categories
Named in
68 answers
Its own site cited
in 66 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 torch.io
843
subdomains included
Content
396
counted in the table below
Documentation
7
Product · Integration
15 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog25032026-08-27Succession planning, Performance management
Webinar or virtual event4602025-11-07
Report or ebook3802025-01-17Succession planning
News or press2102025-12-11
Conference or event1702025-10-16
Glossary or explainer1512026-08-27
Comparison812026-07-08
Case study102025-01-09

Most recent

How it is countedHide how it is counted

Every page torch.io 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.

Follow Torch

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

Torch is its own company.
ShowHide

In its own words

Stated by the vendor, not checked
Positioning
Leadership coaching and alignment platform
For
mid-market and enterprise companies
Certifications
ICF credentialsEU GDPRISO 27701SOC 2 Type IIISO 27001
Customers named
LinkedInRedditTripadvisorAirbnbFICOTwitchZendeskCrossCountry Consulting
Not stated on the pages read
Price, starting price, free plan or trial, integrations, hosting

What Torch's own pages state, read September 28, 2026: torch.io, trust.torch.io, torch.io/product, torch.io/customer-stories. 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 Torch'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 Torch, 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 Torch by email, built from the raw record of the edition. It shows:

  • where Torch 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 Torch, 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.

A verification link goes to your work email; an address at torch.io 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.

Badges

Wins only: a badge exists where Torch is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.
ShowHide

Torch is among the products AI models recommend first in Coaching platforms this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.

Wide · 320 × 104 Website, beside other badges
Among AI models' top three in Coaching platforms, October 2026 Edition, HR AI Recommendation Index
Show the code
<a href="https://hr-ai-index.com/learning/coaching-platforms/"><img src="https://hr-ai-index.com/badges/2026-10/torch--coaching-platforms-wide.svg" alt="Among AI models' top three in Coaching platforms, October 2026 Edition, HR AI Recommendation Index" width="320" height="104"></a>

Copy the code as it is. The link is part of the badge: it points at the Coaching platforms standing, where the claim can be checked.

Square · 240 × 240 LinkedIn, slides
Among AI models' top three in Coaching platforms, October 2026 Edition, HR AI Recommendation Index
Show the code
<a href="https://hr-ai-index.com/learning/coaching-platforms/"><img src="https://hr-ai-index.com/badges/2026-10/torch--coaching-platforms-square.svg" alt="Among AI models' top three in Coaching platforms, October 2026 Edition, HR AI Recommendation Index" width="240" height="240"></a>

Copy the code as it is. The link is part of the badge: it points at the Coaching platforms standing, where the claim can be checked.

Compact · 200 × 56 Email signature, footer
Among AI models' top three in Coaching platforms, October 2026 Edition, HR AI Recommendation Index
Show the code
<a href="https://hr-ai-index.com/learning/coaching-platforms/"><img src="https://hr-ai-index.com/badges/2026-10/torch--coaching-platforms-compact.svg" alt="Among AI models' top three in Coaching platforms, October 2026 Edition, HR AI Recommendation Index" width="200" height="56"></a>

Copy the code as it is. The link is part of the badge: it points at the Coaching platforms standing, where the claim can be checked.

Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.