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Getting B2b Software Recommended By Chatgpt

Written by: Content & GEO Research

Fastlook Team

Posted: 7 min readUpdated:

Getting B2B software recommended by ChatGPT now shapes the shortlist before a buyer ever opens Google. According to iGrow, 72% of B2B software buyers use ChatGPT for vendor research. The brands it names are the ones it can read, trust and cite, and the evidence points to a clear order of work.

Quick answer

Publish specific, self-contained brand and comparison pages on your own domain first. Brand websites **accounted for about 72% of B2B software citations in GetCited's August 2026 Cited Index**, far above review platforms at about 1%. Name the category, use case and company size each page serves, and state where the product does not fit.
Topic
getting b2b software recommended by chatgpt
Last updated
Nov 13, 2026
Read time
7 min
Getting B2b Software Recommended By Chatgpt — brand illustration
  • A brand's own website is the main source ChatGPT draws vendor names from.
  • Google rankings do not reliably decide whether ChatGPT mentions a brand.
  • Buyers rarely type a brand name into an AI tool.
  • Teams most often over-invest in review-site profiles and third-party listicles while their own brand website stays thin.
  • Getting started means working through a prioritised sequence of audits and pages. For instance, according to iGrow's ChatGPT visibility article, 72% of B2B software buyers use ChatGPT for vendor research.
How it works: landing page
  1. 1
    Getting B2b Software Recommended By Chatgpt: key Takeaways
  2. 2
    Where does ChatGPT get the vendors it names?
  3. 3
    Do Google rankings decide whether ChatGPT mentions you?
  4. 4
    How do buyers phrase shortlist queries, and how do you test your visibility?
  5. 5
    Where most teams over-invest
  6. 6
    Getting started: a prioritised order of work

Where does ChatGPT get the vendors it names?

A brand's own website is the main source ChatGPT draws vendor names from. Most teams assume a G2 or Capterra listing will carry their AI visibility, but the GetCited Cited Index counted g2.com and capterra.in exactly once each across 379 B2B citations. Review profiles still matter for buyers who browse them directly, however they are not the engine of AI recommendations. According to GetCited's Cited Index, about 72% of ChatGPT's B2B software citations went to brand websites. The working move is a set of entity-dense brand pages. Each page should state what the product does, who it serves, at what company scale, and how it compares to alternatives. Write each section so a single paragraph can be quoted without its neighbours.

  • Product pages naming the category, use case and buyer size
  • Comparison pages that state trade-offs plainly rather than praising the product
  • Use-case pages tied to specific job titles and workflows

getting b2b software recommended by chatgpt — by the numbers

72%
Of B2B software buyers use ChatGPT for vendor research
91%
Of B2B buyers use AI at some point in the buying process, and 90% use AI…
92%
Of all search queries still ran through traditional search engines in 2024
72%
Across 379 ChatGPT citations in B2B software categories Conversational…

Do Google rankings decide whether ChatGPT mentions you?

Google rankings do not reliably decide whether ChatGPT mentions a brand. According to XQL Group, Ahrefs found only about 12% of URLs cited by ChatGPT, Gemini and Copilot also ranked in Google's top 10 for the same query. A page can win the blue link and still lose the citation, and the reverse also happens. Optimising for answer engines therefore means optimising for extractability:

  • Clear claims
  • Named entities and self-contained passages
  • Alongside classic ranking signals

ChatGPT's own answer style shows the difference. According to 95projects, its test of a $3M ARR founder CRM query returned HubSpot first, followed by Attio, Close and Pipedrive. Salesforce came fifth and was described as usually too early at that stage. Fit by company stage, not domain authority alone, drove the order.

How do buyers phrase shortlist queries, and how do you test your visibility?

Buyers rarely type a brand name into an AI tool. They ask for a category at a specific scale, such as a CRM for a seed-stage team or a customer success platform past $15M ARR. According to 95projects, a $15M ARR customer success query returned Vitally, ChurnZero and Planhat in the top three. Gainsight came sixth and was described as usually overkill at that stage. Build a prompt set from these stage-and-use-case phrasings. Then run each prompt across ChatGPT, Perplexity and Google AI Overviews. Log whether your brand appears, in what position, and with which claim attached. Specifically, Citation Analytics in Fastlook automates that log, so the gap list builds itself.

To start, prioritise prompts that name a company size and a workflow. These phrasings mirror how buyers actually query AI tools. According to LLMlisted's AI Buyer Journey Report 2026, 91% of B2B buyers use AI at some point in the buying process, and 90% use AI before contacting a vendor directly.

Where most teams over-invest

Teams most often over-invest in review-site profiles and third-party listicles while their own brand website stays thin. According to GetCited's Cited Index, about 72% of ChatGPT's B2B software citations went to brand websites, while about 1% went to review platforms. Given those shares, that allocation is backwards.

A second trap is writing for a generic buyer. Answer engines reward specificity about who a product is for and who it is not for. Vendors tend to avoid stating that, which is exactly why it helps.

Specifically, a strong brand page should state the company sizes and workflows the product serves, and the company sizes and workflows it does not serve. It should also state trade-offs against named alternatives in plain terms. Conceding the limits matters. A page that says where the product does not fit is the page an engine is most willing to quote.

Getting started: a prioritised order of work

Getting started means working through a prioritised sequence of audits and pages. First, audit your domain:

  • List the brand
  • Product and comparison pages that exist
  • Check whether each one opens with a direct
  • Quotable answer

Next, build the prompt set and measure current presence across ChatGPT, Perplexity and Google AI Overviews. Then fix owned pages before touching third-party channels. According to GetCited's Cited Index, brand websites carried about 72% of ChatGPT's B2B citations. Fastlook's Agent-Ready Check is free and scores a site from 0 to 100 across 15 checks, with a prioritised fix list. Page Engine can then publish citation-ready pages to WordPress, Webflow or Shopify at 50, 120 or 200 pages a month, depending on plan. Brand Memory keeps a structured source of truth that the engines can read. None of this guarantees a recommendation. Category leaders with long citation histories will be hard to displace in a single quarter.

Sources & further reading

Frequently asked questions

What's the best way to get my SaaS brand recommended by ChatGPT?

Publish specific, self-contained brand and comparison pages on your own domain first. Brand websites **accounted for about 72% of B2B software citations in GetCited's August 2026 Cited Index**, far above review platforms at about 1%. Name the category, use case and company size each page serves, and state where the product does not fit.

Do G2 and Capterra listings get my software recommended by ChatGPT?

No, not on their own. According to GetCited's Cited Index, g2.com and capterra.in were each cited exactly once across 379 B2B citations. Keep review profiles accurate for buyers who browse them. However, treat them as a minor channel for AI recommendations. Your own site carries far more weight for that purpose.

How can I see whether ChatGPT recommends my software?

Build a prompt set of the phrasings buyers actually use, such as **a CRM for a seed-stage team or a customer success platform at $15M ARR**. Run each prompt in ChatGPT, Perplexity and Google AI Overviews, and log whether your brand appears, its position and the claim attached. Citation Analytics in Fastlook automates this tracking across engines.

Does ranking #1 on Google mean ChatGPT will mention my brand?

No. Ahrefs found only about 12% of URLs cited by ChatGPT, Gemini and Copilot also ranked in Google's top 10 for the same query, as reported by XQL Group. Ranking and citation are related but separate outcomes, so pages need to be extractable as well as well-ranked.

Which third-party sources matter most for AI recommendations?

According to GetCited's analysis, independent publishers accounted for about 15% of B2B citations. Community sources, mostly Reddit, accounted for about 7%. Specifically, publisher coverage that names a product with a specific use case carries more weight than a generic listicle mention. Prioritise these channels after your owned pages are strong.

How do B2B buyers use ChatGPT when building vendor shortlists?

According to MaxAEO's blog citing ZeroClick Labs, the most common tasks buyers perform with AI are generating vendor lists (53.8%) and comparing features (53.5%). Buyers ask for a category at a specific scale or stage. Pages that name the company size and workflow they serve are the ones that get pulled into those lists.

Where should I start if I have a limited budget?

Start with a free Agent-Ready Check to find structural gaps on your site. Then audit which product, use-case and comparison pages exist, and whether each opens with a quotable answer. Fix owned pages before investing in third-party channels. According to GetCited's Cited Index, brand websites carried about 72% of ChatGPT's B2B citations, so owned pages carry most of the weight.

Can I guarantee ChatGPT will recommend my product?

No platform can guarantee a recommendation from ChatGPT. ChatGPT's answers vary by query and change over time. However, established category leaders with long citation histories are hard to displace quickly. What you can control is whether your pages are clear, specific and extractable enough to be cited when they match a buyer's question.

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