Every category where a model named Vendavo 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
Rebate management	Receivables and billing	0%	32 of 80	43%	28	criticized challenger

Movement

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

ShowHide

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

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

Direct20 labels3

Paraphrase17 labels2

Comparative17 labels2not counted in share

Budget-constrained15 labels3

Scale-constrained10 labels1

Negative17 labelsNone

First choiceAlternativeMentionNegative96 labels in all, every segment counted; 9 of the 11 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.

“Enterprise revenue / commercial excellence platform that combines rebate management with B2B pricing optimization” Muse Glimmer 30B · Rebate management · direct prompt · alternative

“Vendavo, Pricefx, Vistaar, and Conga make more sense when rebates need to be tightly linked to pricing or quoting” GPT-6 Luna · Rebate management · comparative prompt · alternative

“Best For: Large B2B organizations needing a unified suite for price optimization and rebate administration.” Gemini 3.5 Flash · Rebate management · comparative prompt · alternative

“Suitable for mid-market to enterprise, combining rebate management with B2B pricing optimization” Mistral Small · Rebate 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.

“avoiding heavy enterprise-tier systems (like Enable, Pricefx, or Vendavo)” Gemini 3.5 Flash · Rebate management · budget prompt · hard negative

“For some enterprise suites (like *Vendavo*), users have occasionally noted that resolving highly custom system bugs can take longer than desired” Gemini 3.5 Flash · Rebate management · negative prompt · soft negative

“Enterprise pricing typically starts at $100K+ annually, and implementation is lengthy and resource-intensive” Claude Haiku 4.5 · Rebate management · negative prompt · soft negative

“Most enterprise-grade solutions (like Vendavo, Model N, or Salesforce) start at $50,000–$100,000+ annually.” Qwen 3.7 Flash · Rebate management · budget prompt · soft negative

Named alongside

The products named in the same answers as Vendavo, over the 96 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Vendavo was named but was not.

ShowHide

ProductSame answerTook the first choice insteadHead to head

Enable81 of 9633Not among the top eight

Vistex70 of 965Not among the top eight

Model N50 of 961Not among the top eight

Pricefx44 of 960Not among the top eight

e-bate24 of 968Not among the top eight

incentX23 of 968Not among the top eight

Voucherify19 of 965Not among the top eight

Flintfox18 of 960Not among the top eight

IMA36014 of 960Not among the top eight

360insights12 of 960Not 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 Vendavo. 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 96 of the 96 answers that named Vendavo and are not a share of its labels.

Domains cited

g2.com84

level6.com63

theretailexec.com53

guideflow.com51

worldmetrics.org47

oncentive.io45

sourceforge.net39

us.fitgap.com39

zipdo.co39

enable.com36

496 of the 496 domain citations in answers naming Vendavo came from somebody else's page.

Pages cited

g2.com/categories/rebate-management69

level6.com/blog/best-rebate-management-tools63

theretailexec.com/tools/best-rebate-management-software53

guideflow.com/blog/rebate-management-software51

oncentive.io/blog/best-rebate-management-software45

zipdo.co/best/rebate-software28

featuredcustomers.com/software/rebate-management-software27

worldmetrics.org/best/rebate-tracking-software25

Pages are listed as the models cited them.

Search and answers

vendavo.com ranks first on Google for the category's searches. In the answers, Vendavo takes 0% of first choices and Enable takes 52%.

ShowHide

In search

Google, US estimates

Position for “rebate management platform”

–

not in the top ten

Position for “rebate management platforms”

Searches for its name, Google: 1,000 a month (“vendavo”)
AI search demand for its name, est.: 30 a month
Organic visits to its site: about 72,496 a month
Searches its site ranks for: 2,342 · 357 in the top three
Sites linking to it: 2,095
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

62 ads · 53 image, 8 text, 1 video · 1 shown in the last 30 days

First shown April 2024, as Vendavo, Inc., verified. Ads started 2025-11 to 2026-10: 5 in the year, 57 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

rank 32 of 80 in rebate management

Segment leader

52%

Enable

First choices: 9 across its categories
Named in: 96 answers
Its own site cited: in 96 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 vendavo.com

755

subdomains included

Content

617

counted in the table below

Documentation

Product · Integration

17 · 0

Kind	Pages	Last 90 days	Latest
Blog	399	11	2026-09-22
Glossary or explainer	60	0	2026-05-06
Case study	35	0	2026-06-10
News or press	32	2	2026-08-06
Report or ebook	30	1	2026-08-31
Podcast or video	27	0	2026-06-09
Webinar or virtual event	23	5	2026-09-24
Conference or event	9	0	2026-06-30
Comparison	2	0	2026-06-05

Most recent

2026-09-24Demo series high tech incentives on demand webinar or virtual event
2026-09-22Pricing intelligence platform guide blog
2026-09-15Why your ai investment isnt translating into pricing roi blog
2026-09-10Agentic ai in pricing webinar or virtual event
2026-09-08The pricing execution gap why more technology isnt the answer blog
2026-09-03Future of aftermarket commercial strategy blog

How it is countedHide how it is counted

Every page vendavo.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 Vendavo

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

Vendavo is its own company.

ShowHide

In its own words

Stated by the vendor, not checked

Positioning: Vendavo helps B2B manufacturers and distributors improve margins, automate quoting, and optimize rebate programs with AI-powered pricing and commercial intelligence.
vendavo.com
For: B2B manufacturers and distributors
vendavo.com
Certifications: ISO 22301ISO 27001ISO 27001:2022SOC 1SOC 1 Type 2 ReportSOC 2SOC 2 Type 2 ReportCSA Security, Trust & Assurance Registry (STAR)
Customers named: CorningCencoraVolvoDell TechnologiesSilverpoint Homes
Not stated on the pages read: Price, starting price, free plan or trial, integrations, hosting

What Vendavo's own pages state, read October 5, 2026: vendavo.com, vendavo.com/security, vendavo.com/platform, vendavo.com/customers, vendavo.com/company/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 Vendavo'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 Vendavo, 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 Vendavo by email, built from the raw record of the edition. It shows:

where Vendavo 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 Vendavo, 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.