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GTM AI Index
Index › Products › Chattermill · October 2026 Edition
2 categories · Ranked

Chattermill

29Judge labels
0First choices
1Negative labels
10 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.
Best standing
0% in Customer intel for mid-market buyers
Rank 25 of 142 in the mid-market standing
0 of 14 models made it the first choice on the direct prompt; 0% of its 8 labels there were negative.
By buyer segmentRead the same way at every buyer size.
In customer intel · 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 Chattermill 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
Customer intelligence and data scienceGTM data and infrastructure0%25 of 1420%8under 10 labels · led by Amplitude at 18%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
Customer feedback and surveysCustomer0%27 of 840%4under 10 labels · led by CustomerGauge at 24%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.

Movement

Since September 2026, Chattermill held within the floor in all two categories: no change cleared 11 points.

Best category · Customer intel · by segment

Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 104 → 37 of 115
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 34 → 24 of 133
Enterprise=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 43 → 29 of 134

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
Customer intel0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 34 → 25 of 142
Feedback0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 36 → 27 of 84

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 11 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 Chattermill 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 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar01203
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00202
Llama 4 Maverick00101
Qwen 3.7 Flash00000
Kimi K200101
GLM 4.7 FlashX02002
MiniMax M2.500101
GPT-6 Luna00000
Muse Glimmer 30B00202

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
Direct8 labelsNone
Paraphrase1 labelNone
Comparative11 labelsNone
Budget-constrained1 labelNone
Scale-constrained6 labelsNone
Negative2 labelsNone
First choiceAlternativeMentionNegative29 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.

“If customer feedback analysis is a priority, consider Chattermill for its specialized AI capabilities.” GLM 4.7 FlashX · Customer intel · direct prompt · alternative
“best for omnichannel feedback analysis at scale” Perplexity Sonar · Feedback · direct prompt · alternative
“Best AI‑powered analytics layer” GLM 4.7 FlashX · Feedback · 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 Chattermill, over the 29 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Chattermill was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Medallia Experience Cloud13 of 292Not among the top eight
Qualtrics12 of 292Not among the top eight
Amplitude11 of 295Not among the top eight
Mixpanel11 of 292Not among the top eight
Qualtrics CustomerXM9 of 294Not among the top eight
Enterpret9 of 290Not among the top eight
Contentsquare6 of 291Not among the top eight
Segment6 of 291Not among the top eight
SurveyMonkey6 of 291Not among the top eight
InMoment6 of 290Not 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 Chattermill. 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 29 of the 29 answers that named Chattermill and are not a share of its labels.

Domains cited

chattermill.comYour site27
enterpret.com12
zendesk.com12
getperspective.ai11
learn.g2.com11
guideflow.com10
zonkafeedback.com9
blog.hubspot.com8
customergauge.com8
contentsquare.com6

Eighty-seven of the 114 domain citations in answers naming Chattermill came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

chattermill.com is not in Google's top ten for any of the category's searches. In the answers, Chattermill takes 0% of first choices and Amplitude takes 18%.
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In search

Google, US estimates
Position for “customer analytics and intelligence platform”
–
not in the top ten
Position for “best customer analytics and intelligence platform”
–
not in the top ten
Searches for its name, Google
260 a month (“chattermill”)
AI search demand for its name, est.
4 a month
Organic visits to its site
about 7,101 a month
Searches its site ranks for
1,980 · 9 in the top three
Sites linking to it
1,210
Paid Google search
3 searches its ads show for, about 14 clicks and $1,096 a month (estimate)
Ads on GoogleDetailLess
11 ads · 11 text · 5 shown in the last 30 days

First shown January 2025, as Chattermill Analytics Limited, verified. Ads started 2025-10 to 2026-09: 6 in the year, 5 before.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
0%
rank 25 of 142 in customer intel
Segment leader
18%
Amplitude
First choices
0 across its categories
Named in
29 answers
Its own site cited
in 29 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

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Addresses on chattermill.com
823
subdomains included
Content
571
counted in the table below
Documentation
108
Product · Integration
16 · 98
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog423382026-09-28
Comparison75342026-09-28
Glossary or explainer2532026-09-22
Case study21162026-07-28
Podcast or video1212026-07-03
Conference or event702026-03-08
Report or ebook702023-03-20
Template or tool102020-11-30

Most recent

How it is countedHide how it is counted

Every page chattermill.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.

Follow Chattermill

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

Chattermill is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
AI-native voice of customer & feedback analysis software; AI-native customer feedback analysis & voice of customer platform
For
CX-focused teams; Customer Experience and Voice of Customer teams; Product and UX teams; Support and Operations teams; enterprises
Price stated
Book a demo for pricing details chattermill.com
Starting price
0 chattermill.com
Free plan or trial
It's available to all Chattermill customers. chattermill.com/platform/mcp
Integrations claimed
65 chattermill.com
Certifications
SOC 2 Type IIGDPR & CCPA COMPLIANCEISO 27001 CERTIFIEDGDPR and CCPASOC2 Type IIISO 27001:2022 certifiedSOC 2 Type 2ISO 27001:2022
Customers named
UberHelloFreshFootasylumE.ON NextQontoMindful ChefLimehomeBlaBlaCar
Not stated on the pages read
Hosting

What Chattermill's own pages state, read September 28, 2026: chattermill.com, trust.chattermill.com, chattermill.com/platform/mcp, chattermill.com/customers, chattermill.com/platform/integrations. 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 Chattermill'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 Chattermill, 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 Chattermill by email, built from the raw record of the edition. It shows:

  • where Chattermill 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 Chattermill, 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 chattermill.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.