A CEO asks an AI assistant which PR agency to hire and receives a shortlist the CMO never built. Where do those recommendations come from?
When you ask ChatGPT, Gemini or Perplexity to recommend an AI PR agency, the answer may draw on third-party articles, agency comparisons, trade publications and other online sources. The sources that appear can vary by engine, query and available information, but they offer a useful clue for any founder choosing an agency: what the web says about an agency can shape how you find it and how you judge it.
That gives you a practical way to evaluate agencies. Instead of relying on what an agency says about itself, you can check where independent sources mention it and what they say. This guide explains the types of publishers that may appear in AI-generated agency recommendations, why independent coverage matters when you compare agencies and how to audit the sources yourself.
One disclosure: VSC go-to-market and PR agency, this article is written by an agency about how agencies get recommended, so weigh it accordingly. We believe the most useful way to evaluate any agency, including our own, is to examine the evidence behind its reputation.
AI-generated agency shortlists are answers that recommend or compare PR firms in response to a user's query. Depending on the engine and the question, the information behind those answers may include ranking articles, comparison pages, news coverage, agency websites and community discussions.
These sources serve different purposes. A ranking article might compare agencies across several criteria. A trade publication might cover a firm's work with a client. An agency website might explain its services, experience and areas of specialization.
The distinction matters because each source provides a different kind of evidence. An agency's own website can explain what it offers, while independent coverage can provide additional context about its work and reputation.
Repeated mentions across relevant sources can help establish a broader picture of an agency's presence online. However, the number of mentions alone does not determine whether an AI engine will recommend a firm. Relevance, source quality, the wording of the query and the engine's retrieval process can all affect the answer.
For you, the practical question is not simply how often an agency appears online. It is which sources mention it, what those sources say and whether that coverage comes from outlets that matter in your market.
When you ask for the best PR agencies for AI startups, several types of publishers and online sources may be relevant. Each plays a different role in how agencies are discovered and evaluated.
Articles such as "Best PR Agencies for AI Startups" or "Top Technology PR Firms" give readers a way to compare providers. They may discuss specialization, client experience, services and industry focus.
These pages can be useful starting points when you review AI-generated recommendations, particularly when they name multiple agencies or explain why particular firms are included. Check which rankings actually appear in the answers to your own questions. It is not enough to assume that a publication matters because it ranks well in a conventional search engine.
What to look for in an agency: A clear, differentiated story, and a record of editorial opportunities where its expertise genuinely fits the publication's audience.
Agencies sometimes publish comparisons, buyer guides and articles explaining how to choose a PR partner. These pages can help you understand different service models, specialties and agency capabilities.
However, an agency-written comparison is not the same as independent editorial coverage. Evaluate its claims in the context of who published the page and what interests the publisher may have.
When you review these sources, look beyond whether an agency is named. Examine the criteria used, the evidence provided and whether the page offers a fair comparison.
What to look for in an agency: A website that clearly explains its expertise, ideal clients, services and relevant results, with independent coverage adding context rather than self-published claims standing in for outside validation.
Trade publications and technology news outlets can provide context about an agency's work through client announcements, funding news, product launches, executive interviews and other industry developments.
For an AI PR agency, relevant coverage may show whether the agency knows the technology sector, has relationships with reporters and has experience explaining complex ideas to specific audiences.
VSC, for example, has worked with AI companies, including Windsurf, an agentic AI coding tool. Read the Windsurf case study to learn more about this work.
It is important to distinguish between coverage of a client and coverage of the agency itself. An article about a client's launch may demonstrate the agency's work, but it does not necessarily mention the agency or establish that an AI engine will use that article when recommending PR firms.
What to look for in an agency: The ability to develop newsworthy announcements, help executives communicate their expertise and work with journalists who cover your industry. The objective is meaningful coverage, not simply accumulating mentions.
Community discussions can offer another perspective on how buyers discover and evaluate service providers. Depending on the query, an AI engine may surface discussions in which people ask for recommendations, describe their experiences or compare agencies.
These conversations require careful interpretation. A firsthand client experience is different from an anonymous recommendation, and a promotional post is different from an independent discussion.
What to look for in an agency: Support for you and your executives in contributing useful, transparent insights to relevant industry conversations. Participation should be authentic, with affiliations disclosed where appropriate, rather than relying on undisclosed promotional accounts or manufactured endorsements.
A well-built website is essential for explaining an agency's services, expertise and positioning. It gives you a place to evaluate the firm and provides information that search and AI systems may retrieve.
But a website can only communicate what the agency says about itself. It cannot independently establish how clients, journalists or other industry participants perceive the firm.
This distinction is especially important when you ask AI engines to recommend an agency rather than simply describe one. You may want to understand which firms specialize in AI, which have relevant experience and which have earned recognition beyond their own marketing.
Third-party coverage can contribute to that picture, although it does not guarantee inclusion in an AI-generated answer.
The same principle applies to technical SEO. Google's guidance explains that content must meet the relevant technical and eligibility requirements to appear in its AI search features, but there is no special AI markup that guarantees inclusion. Read Google's guidance on AI features and your website.
The same is true of your own company's website. Making it accessible to search and AI systems is necessary, but it does not replace what customers, investors and journalists say about you elsewhere.
Technical accessibility and external reputation serve different purposes. Making a page accessible does not automatically create independent evidence of an agency's expertise, while earning media coverage does not guarantee that a particular engine will retrieve or cite it.
A strong agency does both: it maintains an accurate, useful website and earns relevant coverage that supports its positioning. Learn more about VSC's PR services for AI companies.
You can identify which sources appear in AI-generated agency recommendations through a simple, repeatable audit:
When you choose an agency, media coverage is about more than the number of articles published. The most valuable coverage communicates relevant expertise, reaches the right audiences and supports a credible account of the agency's work.
AI visibility adds another reason to look at the wider online conversation around the agencies on your shortlist. By examining the sources that appear in AI-generated recommendations, you can see which agencies have independent coverage, how each one is represented compared with the others and where an agency's claims have no outside support.
At VSC, our work focuses on PR for venture-backed AI companies, including businesses at Series A and beyond. Our services combine strategy and media relations, content and video, marketing and research, and influencer marketing. We have worked with AI companies since 2013.
For companies preparing meaningful announcements, the priority is to develop a clear story, connect it with the right journalists and earn coverage that accurately communicates the company's work.
Explore our PR services for AI companies or learn more about our startup PR and media relations services.
One important limitation: No PR agency controls what an AI engine says or which sources it cites. We do not promise AI citation outcomes. Our focus is on earning relevant coverage, building credibility and helping clients communicate their expertise to the audiences that matter.
If you are evaluating an AI PR agency, look at its relevant experience, the quality of its work, the evidence behind its claims and whether its approach fits your company's stage and objectives.
Start by examining the sources behind the AI-generated recommendations relevant to your market. Identify which publishers appear, how they describe the agencies they mention and which agencies show up only on their own sites.
Then use those findings to build your shortlist and to guide your own PR plan: Develop newsworthy stories, pursue relevant media opportunities and build a record of credible coverage that your customers, investors and candidates can evaluate.
The objective is not to chase every mention or attempt to control an AI answer. It is to make sure that when buyers research your company or the agency you hire, they can find accurate information about who you are, what you do and why your experience matters.
If your AI company has news worth sharing, partner with VSC on your next announcement.