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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.

(4.9/5 Rating Stars)

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.

Cited domains by engine for B2B SaaS
Domain
11870—0
01560—0
1640—0
0960—0
0890—0
000—1
001—0
001—0
100—0
100—0
100—0
100—0
100—0
100—0
100—0
100—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.

Illustration

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.

  1. Onboarding software for a 50-person teamOpening a model can liftCited
  2. One query, one jobB2B SaaSCited
  3. your product vs the incumbent CRM add-onVersusRead
  4. alternatives to a legacy onboarding suiteAlternativesRead
  5. 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.

  • 01 — SEO

    The shortlist URL

    The best-for query gets its own comparison, with team size in the title.

    How search is built
  • 02 — AEO

    A pasteable boundary

    Opening lines name the job, the team, and the buyer who should walk away.

    How answers cite a page
  • 03 — GEO

    Chat shortlists

    Sales prompts are re-run in ChatGPT and Perplexity to see which vendor the reply lists.

    GEO consultant
  • 04 — AIO

    Overview of tools

    If Google summarizes onboarding software, the log notes whether this comparison is the source.

    AIO consultant

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.

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.

Illustration
  • 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

Links

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.

  1. 01

    Lock the prompts

    The questions sales already hears, plus the searches that match them. A keyword export does not pick the list.

  2. 02

    One URL each

    Best-for, versus, and alternatives stay on separate pages with a date and a point of view.

  3. 03

    Write the opening

    Two to five sentences a champion can paste into a memo. Sales reviews them before they go live.

  4. 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.