Built for Google Search, AI Overviews, ChatGPT, Perplexity, Gemini, Copilot.
B2B SaaS shortlists
The shortlist is written before the demo.
A buyer asks a model which tools fit a team of their size, then opens two tabs.
If your site never names the job, the alternatives, or the limit, the citation stays on a roundup.
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This connection
Checking this connection…
Cited in B2B SaaS
reddit.com is the most cited domain in B2B SaaS.
Source for this chart: Top cited domains. This data is accumulated from multiple sources and internal training data, which helps us get the client cited.
| Domain | |||||
|---|---|---|---|---|---|
| 1 | 187 | 0 | — | 0 | |
| 0 | 156 | 0 | — | 0 | |
| 1 | 64 | 0 | — | 0 | |
| 0 | 96 | 0 | — | 0 | |
| 0 | 89 | 0 | — | 0 | |
| 0 | 0 | 0 | — | 1 | |
| 0 | 0 | 1 | — | 0 | |
| 0 | 0 | 1 | — | 0 | |
| 1 | 0 | 0 | — | 0 | |
| 1 | 0 | 0 | — | 0 | |
| 1 | 0 | 0 | — | 0 | |
| 1 | 0 | 0 | — | 0 | |
| 1 | 0 | 0 | — | 0 | |
| 1 | 0 | 0 | — | 0 | |
| 1 | 0 | 0 | — | 0 | |
| 1 | 0 | 0 | — | 0 |
A dash means this snapshot has no count for that engine. A zero means the domain was not cited in the measured sample.
Snapshot 8 Oct 2026 · United States · top eight domains
What the model is asked
A job, a team, and the other logos.
Each commercial question gets one URL. The homepage cannot be the comparison and the category explainer.
Question
best customer onboarding tool for a 50-person team
State the team size, the job, and the condition that makes you a poor choice. “Best” with no boundary is a slogan.
- Onboarding software for a 50-person teamOpening a model can liftCited
- One query, one jobB2B SaaSCited
- your product vs the incumbent CRM add-onVersusRead
- alternatives to a legacy onboarding suiteAlternativesRead
- what is product-led onboarding softwareCategoryRead
Answer
For a company that already has a CRM and a messy first week, not for a company shopping a full HR suite.
- Onboarding software for a 50-person team
- One query, one job
Team size, the job, and the buyer who should leave. That is the passage a model can lift.
SEO, AEO, GEO, AIO
Four checks before the shortlist.
The comparison URLs are the search plan. The sentence a model can repeat is the answer-engine plan on the same page.
- How search is built
01 — SEO
The shortlist URL
The best-for query gets its own comparison, with team size in the title.
- How answers cite a page
02 — AEO
A pasteable boundary
Opening lines name the job, the team, and the buyer who should walk away.
- GEO consultant
03 — GEO
Chat shortlists
Sales prompts are re-run in ChatGPT and Perplexity to see which vendor the reply lists.
- AIO consultant
04 — AIO
Overview of tools
If Google summarizes onboarding software, the log notes whether this comparison is the source.
Category demand never reaches the product page.
Brand search already works. The missing demand is the question a champion pastes into ChatGPT or Perplexity: best onboarding tool for a 50-person team, or your product versus the one procurement already knows. Those answers name three vendors. A feature page that never states team size, implementation time, or who should not buy is not one of the three.
The blog makes this worse when it defines the category in the same words as the last vendor’s glossary. Models prefer a page that takes a side. Sales then inherits a shortlist you did not write, and the demo is a rebuttal instead of a first meeting.
01
ChatGPT, Perplexity, and the roundup that names three tools.
Where the shortlist is written
02
A comparison or a “best for” page, not the homepage.
URL that should own it
03
A shortlist you did not write, unless that page exists.
What sales inherits
What we publish
Pages a shortlist can cite.
The asset is a small set of commercial URLs, dated, with a point of view sales will stand behind.
- 01
One query, one job
We map the prompts and the searches that create pipeline, then give each a page. A keyword export is not the map.
- 02
Competitors in the open
Versus and alternatives pages name the products buyers already compare. They include a date, a team-size fit, and the case where the other tool is the better buy.
- 03
One product name
The company, the product, and the category stop drifting across the site, the docs, and the profiles models fetch. Three names read as three vendors.
- 04
A passage sales can repeat
The opening is two to five sentences: who it is for, what has to be true in their stack, and what the first month looks like. That is the line an answer lifts.
- One query, one jobbest customer onboarding tool for a 50-person team
- Competitors in the openyour product vs the incumbent CRM add-on
- One product namealternatives to a legacy onboarding suite
The page
Onboarding software for a 50-person team
B2B SaaS
- Link from one query, one job
- Link from competitors in the open
- Link from one product name
Links
A real page has to point here.
The asset is a small set of commercial URLs, dated, with a point of view sales will stand behind.
The pass is an illustration for B2B SaaS. A referring page sends a link to the URL that should own the query.
The practice
How this engagement runs.
01
Lock the prompts
The questions sales already hears, plus the searches that match them. A keyword export does not pick the list.
02
One URL each
Best-for, versus, and alternatives stay on separate pages with a date and a point of view.
03
Write the opening
Two to five sentences a champion can paste into a memo. Sales reviews them before they go live.
04
Read the names
Each month, the same prompts. Who was named, which URL was linked, and which roundup won instead.
We will not publish an undated page that calls the product the best in the category and then count it as a comparison.
What we watch. Whether ChatGPT and Perplexity name you on a fixed prompt set, which roundup they cite instead, and non-brand clicks to the comparison URLs. A client figure is added here only after that client clears it.
Related practice
B2B SaaS questions
Next
Audit the page the shortlist should cite.
Run the comparison or the category URL through the free visibility audit. We read whether an answer can lift the opening.


