Every category where a model named The ROI Shop 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
Value selling tools	Sales	13%	2 of 116	0%	18	accepted challenger

Movement

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

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Model	First choice	Alternative	Mention	Labels
Claude Haiku 4.5	0	0	0	0
GPT-5.4 mini	0	0	0	0
Gemini 3.5 Flash	2	1	0	3
Perplexity Sonar	1	2	1	4
Grok 4.1 Fast	0	0	2	2
Mistral Small	1	1	0	2
DeepSeek V4 Flash	0	2	0	2
Llama 4 Maverick	1	0	0	1
Qwen 3.7 Flash	1	0	0	1
Kimi K2	0	0	1	1
GLM 4.7 FlashX	0	0	0	0
MiniMax M2.5	1	0	0	1
GPT-6 Luna	0	1	0	1
Muse Glimmer 30B	0	0	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

Direct7 labels3

Paraphrase26 labels11

Comparative12 labels1not counted in share

Budget-constrained3 labels1

Scale-constrained2 labelsNone

Negative1 labelNone

First choiceAlternativeMentionNegative51 labels in all, every segment counted; 15 of the 16 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.

“Choose Minoa or The ROI Shop ... if you are selling high-contract-value B2B software/services and need a sales-first tool” Gemini 3.5 Flash · Value selling · budget prompt · first choice

“ValueCore and The ROI Shop are particularly noted for their flexibility and sales-focused features” Mistral Small · Value selling · paraphrase prompt · first choice

“or The ROI Shop if your immediate pain point is inconsistent messaging across your sales team” Qwen 3.7 Flash · Value selling · paraphrase prompt · first choice

“The ROI Shop if you want strong AI assistance and easy sharing/editing with buyers” MiniMax M2.5 · Value selling · 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.

No model argued against it.

Named alongside

The products named in the same answers as The ROI Shop, over the 51 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and The ROI Shop was named but was not.

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ProductSame answerTook the first choice insteadHead to head

ValueCore32 of 515Compare →

Cuvama20 of 514Not among the top eight

Minoa20 of 514Compare →

Symbe18 of 515Compare →

Mediafly Value17 of 513Not among the top eight

Mediafly15 of 512Not among the top eight

Ecosystems14 of 513Not among the top eight

DecisionLink7 of 510Not among the top eight

Shark Finesse6 of 510Not among the top eight

LeveragePoint5 of 510Compare →

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 The ROI Shop. 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 51 of the 51 answers that named The ROI Shop and are not a share of its labels.

Domains cited

g2.com41

sourceforge.net33

minoa.io31

guideflow.com25

theroishop.comYour site19

outgrow.co16

gartner.com15

slashdot.org14

us.fitgap.com13

prospeo.io11

199 of the 218 domain citations in answers naming The ROI Shop came from somebody else's page.

Pages cited

guideflow.com/blog/value-selling-tools25

g2.com/discussions/which-value-selling-tools-provide-the-strongest-roi-calculator-and-busi24

minoa.io/resources/blog/best-sales-roi-calculator-tools-202616

sourceforge.net/software/value-selling/integrates-with-salesforce16

gartner.com/reviews/market/value-selling15

outgrow.co/blog/roi-calculator-examples-b2b-saas15

g2.com/categories/value-selling-tools14

minoa.io/resources/blog/automated-roi-measurement-software-compared12

Pages are listed as the models cited them.

Search and answers

theroishop.com is not in Google's top ten for any of the category's searches. In the answers, The ROI Shop takes 13% of first choices and Minoa takes 21%.

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In search

Google, US estimates

Position for “value selling tool”

–

not in the top ten

Position for “best value selling tool”

–

not in the top ten

Searches for its name, Google: 30 a month (“the roi shop”)
AI search demand for its name, est.: 24 a month
Organic visits to its site: about 31 a month
Searches its site ranks for: 11 · 3 in the top three
Sites linking to it: 463
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

5 ads · 5 text · 1 shown in the last 30 days

First shown August 2023, as The ROI Shop, LLC, verified. Ads started 2025-11 to 2026-10: 1 in the year, 4 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

13%

rank 2 of 116 in value selling

Segment leader

21%

Minoa

First choices: 15 across its categories
Named in: 51 answers
Its own site cited: in 51 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 theroishop.com

subdomains included

Content

counted in the table below

Documentation

Product · Integration

1 · 0

Kind	Pages	Last 90 days	Latest
Blog	5	4	2026-10-02
Case study	5	undated
Template or tool	2	undated
Comparison	1	1	2026-09-22

Most recent

2026-10-02Ai roi business case from sales call blog
2026-09-29Sales call transcript to roi business case blog
2026-09-28Cost of inaction b2b sales blog
2026-09-22Roi application vs ai prompts comparison
2026-09-21Roi software comparison blog

How it is countedHide how it is counted

Every page theroishop.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. Read October 5, 2026.

Follow The ROI Shop

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.

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 The ROI Shop'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 The ROI Shop, 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 The ROI Shop by email, built from the raw record of the edition. It shows:

where The ROI Shop 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 The ROI Shop, 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.

Badges

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

ShowHide

The ROI Shop is among the products AI models recommend first in Value selling tools 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

Show the code

<a href="https://gtm-ai-index.com/sales/value-selling-tools/"><img src="https://gtm-ai-index.com/badges/2026-10/the-roi-shop--value-selling-tools-wide.svg" alt="Among AI models' top three in Value selling tools, 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 Value selling tools standing, where the claim can be checked.

Square · 240 × 240 LinkedIn, slides

Show the code

<a href="https://gtm-ai-index.com/sales/value-selling-tools/"><img src="https://gtm-ai-index.com/badges/2026-10/the-roi-shop--value-selling-tools-square.svg" alt="Among AI models' top three in Value selling tools, 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 Value selling tools standing, where the claim can be checked.

Compact · 200 × 56 Email signature, footer

Show the code

<a href="https://gtm-ai-index.com/sales/value-selling-tools/"><img src="https://gtm-ai-index.com/badges/2026-10/the-roi-shop--value-selling-tools-compact.svg" alt="Among AI models' top three in Value selling tools, 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 Value selling tools 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.