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GTM AI Index
Index › Products › QuoteWerks · October 2026 Edition
3 categories · Ranked

QuoteWerks

88Judge labels
14First choices
4Negative labels
14 / 14Models named it
3Categories
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
14% in CPQ for small business buyers
Rank 3 of 66 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 4% of its 23 labels there were negative.
What the models named instead of QuoteWerks →
By buyer segmentStrongest at small business.
In cpq · 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 QuoteWerks 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
CPQRevenue operations9%3 of 664%23accepted challenger=heldSince September 2026: 9% → 9%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
Proposal softwareRevenue operations0%14 of 560%6under 10 labels · led by PandaDoc at 65%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
RFP response softwareSales0%47 of 820%1under 10 labels · led by Loopio at 25%

Movement

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

Best category · CPQ · by segment

Small business▲+1Since September 2026: 13% → 14%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.
14%from 13% in September 2026
Inside the floor by 10 pointsRank 2 → 3 of 52
Mid-market=heldSince September 2026: 9% → 9%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
9%from 9% in September 2026
Inside the floor by 11 pointsRank 3 of 62, unchanged
Enterprise▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
2%from 0% in September 2026
Inside the floor by 9 pointsRank 39 → 8 of 41

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
CPQ9%9%=heldSince September 2026: 9% → 9%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 3 of 66, unchanged
Proposals0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 19 → 14 of 56
RFP response0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 47 of 82, unchanged

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 QuoteWerks 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 4.502103
GPT-5.4 mini01001
Gemini 3.5 Flash10001
Perplexity Sonar10102
Grok 4.2002215
Mistral Small02204
DeepSeek V4 Flash11002
Llama 4 Maverick01001
Qwen 3.7 Flash01001
Kimi K203003
GLM 4.7 FlashX01102
MiniMax M2.510001
GPT-6 Luna00000
Muse Glimmer 30B11204

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
Direct7 labels1
Paraphrase18 labels2
Comparative17 labels2not counted in share
Budget-constrained24 labels10
Scale-constrained11 labels1
Negative11 labels2not counted in share
First choiceAlternativeMentionNegative88 labels in all, every segment counted; 14 of the 18 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.

“QuoteWerks is the best budget pick in the results: it is described as affordable for small sales teams” Perplexity Sonar · CPQ · budget prompt · first choice
“PandaDoc from ~$19/mo and QuoteWerks from ~$15/mo are the starting points most analysts point to.” Muse Glimmer 30B · CPQ · budget prompt · first choice
“I'd recommend QuoteWerks because: Lowest entry price ($15/mo)” MiniMax M2.5 · CPQ · budget prompt · first choice
“🏆 Top Pick: QuoteWerks (Starting ~$58–79/month)” DeepSeek V4 Flash · CPQ · budget 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.

“Avoid SMB-only like QuoteWerks.” Grok 4.20 · CPQ · scale prompt · hard negative

Named alongside

The products named in the same answers as QuoteWerks, over the 88 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and QuoteWerks was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Oracle CPQ32 of 881Not among the top eight
SAP CPQ20 of 881Not among the top eight
Qwilr14 of 880Not among the top eight
PROS Smart CPQ8 of 880Not 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 QuoteWerks. 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 84 of the 88 answers that named QuoteWerks and are not a share of its labels.

Domains cited

guideflow.com55
pandadoc.com52
qobra.co52
albato.com45
monday.com37
g2.com35
salesbricks.com30
bettercommerce.io23
learn.g2.com22
mobileappdaily.com22

373 of the 373 domain citations in answers naming QuoteWerks came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

quotewerks.com ranks 5 on Google for the category's searches. In the answers, QuoteWerks takes 9% of first choices and DealHub takes 57%.
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In search

Google, US estimates
Position for “cpq software”
5
Position for “best cpq software”
–
not in the top ten
Searches for its name, Google
1,300 a month (“quotewerks”)
AI search demand for its name, est.
22 a month
Organic visits to its site
about 3,244 a month
Searches its site ranks for
714 · 46 in the top three
Sites linking to it
1,217
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on GoogleDetailLess
72 ads · 34 text, 29 image, 9 video · 27 shown in the last 30 days

First shown October 2021, as Aspire Technologies, Inc., verified. Ads started 2025-10 to 2026-09: 41 in the year, 31 before.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
9%
rank 3 of 66 in CPQ
Segment leader
57%
DealHub
First choices
14 across its categories
Named in
88 answers
Its own site cited
in 84 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 quotewerks.com
1,420
subdomains included
Content
463
counted in the table below
Documentation
0
Product · Integration
31 · 25
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog362192026-09-24CPQ, Proposals
Webinar or virtual event3552026-09-17
Comparison3302026-06-24CPQ
Glossary or explainer2002026-02-17CRM, CPQ
Conference or event10undated
Case study2undated
Report or ebook1undated
How it is countedHide how it is counted

Every page quotewerks.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 QuoteWerks

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

Follow QuoteWerks

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

QuoteWerks is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
Sales quoting and proposal software solution in its CPQ and Quote-To-Cash sales process
For
teams selling configurable products and services
Price stated
QuoteWerks Web Pricing quotewerks.com
Free plan or trial
Start a Trial quotewerks.com
Integrations claimed
115 quotewerks.com
Hosting
WorldwideUnited StatesCanadaUnited KingdomAustraliaNew ZealandSouth Africa
Customers named
QuintadenaHilltops ITEquilibrium ConsultingVisionary 360
Not stated on the pages read
Starting price, certifications

What QuoteWerks's own pages state, read September 28, 2026: quotewerks.com, quotewerks.com/security, quotewerks.com/product, quotewerks.com/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 QuoteWerks'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 QuoteWerks, 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 QuoteWerks by email, built from the raw record of the edition. It shows:

  • where QuoteWerks 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 QuoteWerks, 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 quotewerks.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.

Badges

Wins only: a badge exists where QuoteWerks is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.
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QuoteWerks is among the products AI models recommend first in CPQ 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 CPQ, October 2026 Edition, GTM AI Recommendation Index
Show the code
<a href="https://gtm-ai-index.com/revops/cpq/"><img src="https://gtm-ai-index.com/badges/2026-10/quotewerks--cpq-wide.svg" alt="Among AI models' top three in CPQ, October 2026 Edition, GTM 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 CPQ standing, where the claim can be checked.

Square · 240 × 240 LinkedIn, slides
Among AI models' top three in CPQ, October 2026 Edition, GTM AI Recommendation Index
Show the code
<a href="https://gtm-ai-index.com/revops/cpq/"><img src="https://gtm-ai-index.com/badges/2026-10/quotewerks--cpq-square.svg" alt="Among AI models' top three in CPQ, October 2026 Edition, GTM 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 CPQ standing, where the claim can be checked.

Compact · 200 × 56 Email signature, footer
Among AI models' top three in CPQ, October 2026 Edition, GTM AI Recommendation Index
Show the code
<a href="https://gtm-ai-index.com/revops/cpq/"><img src="https://gtm-ai-index.com/badges/2026-10/quotewerks--cpq-compact.svg" alt="Among AI models' top three in CPQ, October 2026 Edition, GTM 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 CPQ 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.