Small businessgoneNot named this edition; 0% in September 2026.
0%from 0% in September 2026
Inside the floor by 11 pointsNot ranked
2 categories · RankedAviso
44Judge labels
3First choices
4Negative labels
13 / 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
6% in Revenue intel for enterprise buyers
Rank 20 of 76 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 13% of its 15 labels there were negative.
What the models named instead of Aviso →By buyer segmentRead the same way at every buyer size.
Small business68 of 75
0%1 label
under the label threshold
Mid-market20 of 76
0%15 labels
accepted challenger
Enterprise4 of 73
6%26 labels
accepted challenger
In revenue 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 Aviso 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 |
|---|---|---|---|---|---|---|---|
| Revenue intelligence and forecasting | Sales | 0% | 20 of 76 | 13% | 15 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Territory and quota planning | Revenue operations | 0% | 52 of 123 | 0% | 1 | under 10 labels · led by CaptivateIQ Planning at 36% | newNew since September 2026: not ranked then, 0% now. |
Movement
Since September 2026, Aviso held within the floor in all two categories: no change cleared 11 points.
Best category · Revenue intel · by segment
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 24 → 19 of 68
Enterprise▲+1Since September 2026: 4% → 5%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.
5%from 4% in September 2026
Inside the floor by 10 pointsRank 4 → 2 of 66
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Revenue intel | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 24 → 20 of 76 |
| Territory planning | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 52 of 123, 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 Aviso across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated Aviso across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 1 | 2 |
| GPT-5.4 mini | 0 | 2 | 1 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 2 | 0 | 2 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 2 | 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
Direct8 labelsNone
Paraphrase8 labelsNone
Comparative12 labelsNone
Budget-constrained8 labels3
Scale-constrained4 labelsNone
Negative4 labelsNone
First choiceAlternativeMentionNegative44 labels in all, every segment counted; 3 of the 3 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.
“Best if you are Salesforce-centric: Aviso or another Salesforce-native forecasting tool” Perplexity Sonar · Revenue intel · paraphrase prompt · alternative
“Choose Aviso if: You have complex revenue models needing sophisticated prediction” Kimi K2 · Revenue intel · comparative prompt · alternative
“For AI-driven forecasting and quota alignment, Aviso is a strong contender.” Mistral Small · Territory planning · direct prompt · alternative
“Forecasting-first: Aviso (growing traction in predictive pipeline management)” Qwen 3.7 Flash · Revenue intel · negative 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.
“Avoid: Enterprise-grade platforms like Clari, Gong, Aviso, or Anaplan” DeepSeek V4 Flash · Revenue intel · budget prompt · hard negative
“Multiple reviewers report bugs and slow performance, dashboard customization reverts unexpectedly” Claude Haiku 4.5 · Revenue intel · negative prompt · soft negative
Named alongside
The products named in the same answers as Aviso, over the 44 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Aviso was named but was not.ShowHide
Named alongside
The products named in the same answers as Aviso, over the 44 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Aviso was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
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 Aviso. 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 44 of the 44 answers that named Aviso and are not a share of its labels.
Domains cited
pipeline.zoominfo.com24
avoma.com20
demandbase.com19
salesmotion.io15
aviso.comYour site14
revenue.io14
getmaxiq.com13
guideflow.com13
zapier.com12
revenuegrid.com11
141 of the 155 domain citations in answers naming Aviso came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
aviso.com ranks 7 on Google for the category's searches. In the answers, Aviso takes 0% of first choices and Clari Copilot takes 28%.ShowHide
Search and answers
aviso.com ranks 7 on Google for the category's searches. In the answers, Aviso takes 0% of first choices and Clari Copilot takes 28%.
ShowHideIn search
Google, US estimatesPosition for “revenue intelligence and forecasting platform”
7
Position for “best revenue intelligence and forecasting platform”
–
not in the top ten
- Searches for its name, Google
- 6,600 a month (“aviso”)
- AI search demand for its name, est.
- 862 a month
- Organic visits to its site
- about 3,139 a month
- Searches its site ranks for
- 477 · 18 in the top three
- Sites linking to it
- 1,168
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
0%
rank 20 of 76 in revenue intel
Segment leader
28%
Clari Copilot
- First choices
- 3 across its categories
- Named in
- 44 answers
- Its own site cited
- in 44 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
What it publishes
ShowHideAddresses on aviso.com
1,137
subdomains included
Content
804
counted in the table below
Documentation
0
Product · Integration
28 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 364 | 24 | 2026-09-29 | CRM, Sales engagement | |
| Podcast or video | 299 | 85 | 2026-09-29 | CRM, Sales engagement | |
| Report or ebook | 43 | 29 | 2026-09-29 | ||
| Comparison | 36 | 17 | 2026-09-29 | ||
| News or press | 32 | 8 | 2026-09-29 | Revenue intel | |
| Case study | 12 | 12 | 2026-09-29 | ||
| Webinar or virtual event | 10 | 10 | 2026-09-29 | ||
| Template or tool | 4 | 2 | 2026-09-29 | ||
| Glossary or explainer | 3 | 1 | 2026-09-29 | ||
| Conference or event | 1 | 0 | 2023-10-30 |
Most recent
- 2026-09-29Data security at aviso ai blog
- 2026-09-29Aviso customer success intelligence net retention rate increase offer blog
- 2026-09-29Tariff risk assessment tool blog
- 2026-09-29Compliance at aviso ai blog
- 2026-09-29Miki aviso ai chief of staff blog
- 2026-09-29Role specific agentic workflows blog
How it is countedHide how it is counted
Every page aviso.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. Of its titles that name a category, most name CRM (16); 3 name its categories the models place it in. 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 Aviso
What the judge wrote, as written, with how often. The vendor table decides that these count as Aviso; a claim can dispute any of them.
Aviso AI 1
Follow Aviso
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
Aviso AI is the company behind Aviso.ShowHide
The company
Aviso AI is the company behind Aviso.
ShowHideOn record
Wikidata- Website
- aviso.com
- Headquarters
- Redwood City, United States
- Founded
- 2012
Fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn
In its own words
Stated by the vendor, not checked- Positioning
- End-to-End AI Revenue Platform
- For
- Revenue Operations, sales leaders, CROs, and GTM teams
- Price stated
- Flexible per-user plans, white-glove onboarding, vendor buyout options, and enterprise-grade security. aviso.com/pricing
- Certifications
- GDPRSOC 2 Type IICCPA
- Customers named
- HoneywellNew RelicDataStaxMural8x8LaunchDarklyIvantiArmis
- Not stated on the pages read
- Starting price, free plan or trial, integrations, hosting
What Aviso's own pages state, read September 28, 2026: aviso.com, aviso.com/pricing, aviso.com/compliance, aviso.com/platform, aviso.com/customers. 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 Aviso'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 Aviso, 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 Aviso by email, built from the raw record of the edition. It shows:
- where Aviso 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 Aviso, 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.