Press, reviews and being trusted.
Why AI assistants check what other sites say about your firm before naming it, and how to earn the coverage, reviews and accreditations that count.
Ask ChatGPT which firms in your sector are worth talking to and it will not simply repeat what your website says. It looks for agreement. Does the trade press mention you? Do the professional bodies list you? Are there reviews, awards and a quote from one of your directors in a news story? If the only place that calls your firm a leader is your own homepage, the assistant treats the claim as unproven and names someone with better evidence.
That is why press and reputation work, which many founders filed under "nice to have", now shapes where work comes from. Muck Rack's study of what AI tools read found that earned media made up 84% of the links they cited, against 0.3% for paid content (Muck Rack, May 2026). Reviews count as well: in G2's survey of software buyers, 45% said citations of review sites were the most confidence-inspiring signal in an AI answer (G2, April 2026).
The guides in this topic help you decide where to put limited time and money. Which kinds of PR actually win work separates the activity that reaches the few hundred people who might buy from you from the activity that only produces press releases. Does ChatGPT trust press coverage more than your website explains why earned mentions carry the weight and why your own site needs outside confirmation. Why ChatGPT sounds unsure about your firm shows how to make your name, services and people match across your site, LinkedIn, Companies House, directories and coverage, so the assistant stops hedging.
Mentions compound. One good story fades; a steady run of relevant coverage, guest articles, awards and client stories builds a picture that assistants keep returning to. How long PR takes to work sets out what a year looks like, quarter by quarter. Assistants that search the web live can reflect new coverage within weeks, while answers from a model's memory change only when it is retrained.
The same evidence decides what candidates hear. What ChatGPT tells candidates about working at your firm shows how assistants summarise review sites, LinkedIn and news coverage when someone asks whether you are a good employer, and what to fix first.
Other guides here cover whether backlinks still matter, digital versus traditional PR, getting trade journalists to call you, turning your own data into coverage, guest articles and awards. Guides on reviews, founder LinkedIn and client case studies are being added over the coming weeks. If you would rather have someone run this for you, Reputation That Wins is built for it.
Last reviewed 24 September 2026. Rewritten for 2026: added Muck Rack and G2 figures, the reviews and live-search timing answers and the recruitment guide; removed the guide count.
Founder profile or company page: which matters more for AI answers?
ChatGPT and Google AI Mode cite individuals on LinkedIn more than company pages; Perplexity does the reverse. What the data shows, what each needs, and how assistants tie a founder to a firm.
Read the guideAll 14 guides in this topic
Which reviews count for a B2B firm: Google, Clutch, G2 or Trustpilot?
The right review platform depends on what you sell. Which one to put first, how buyers and AI assistants use it, how many reviews you need, and the UK rules on fake reviews.
Should the founder post on LinkedIn, and does it help ChatGPT recommend the firm?
LinkedIn is now one of the sources AI assistants cite most. What the 2026 studies show, what a founder should post, how often, and how to make it count for the firm.
Digital PR or traditional PR: which gets a B2B firm named by ChatGPT?
A glowing piece in a national paper feels like a win. For AI answers, a steady run of open trade coverage often does more. How to tell which PR is worth paying for.
Are guest articles in trade magazines still worth our time?
Guest posting has a bad name, and paid placements deserve it. An article an editor chooses for a title your buyers read is a different thing, and still one of the best ways to build trust.
Do awards and accreditations make ChatGPT more likely to recommend us?
Some awards and accreditations help buyers and AI assistants trust you. Others are expensive logos. How to tell them apart, and how to make the ones you have count.
Do backlinks still matter for ChatGPT and AI search?
Your SEO report counts every site that links to you. ChatGPT does not. Where links still help, why mentions matter more, and how to check yours in an afternoon.
Does ChatGPT trust press coverage more than our website or our ads?
Most B2B reputation budgets go on things AI assistants barely notice. How ChatGPT and its peers weigh what others say about you, what you say yourself and what you paid for.
How do we get trade journalists to call us for comment?
The competitor quoted in your trade magazine every month is not smarter than you. The journalist just knows they will pick up. Here is how to become that source.
How do we turn our own data into coverage in the trade press?
Press releases about your firm rarely get picked up. A finding about your market usually does. How to run a small piece of research that trade journalists want to write about.
How long does PR take to work, and what should a year look like?
Most firms stop PR around month three, just before it starts to pay. What a steady year looks like, quarter by quarter, and how to show the board it is working.
What does ChatGPT tell candidates about working at my firm?
Before a good candidate replies to your recruiter, they ask an AI assistant whether your firm is worth their time. The answer comes from reviews, LinkedIn and the news more than your careers page.
Which kinds of PR actually win work for a B2B firm like ours?
Most PR reports count reach. B2B firms need the few hundred people who might buy from them to trust them. Which kinds of PR do that, and which quietly waste the budget.
Why does ChatGPT sound unsure about our firm, and how do we fix it?
When ChatGPT says your firm "appears to" do something "according to its website", it has found too little independent evidence. What it checks, and how to fix it.
Common questions.
Do we need PR to get named by AI assistants?
You need evidence outside your own website, and PR is the most direct way to create it. That rarely means national newspapers. It means trade press, professional body listings, sector directories, reviews, awards and guest articles that describe your firm the same way you do. Without them, an assistant has only your word for it.
What sort of coverage counts?
Coverage an editor, judge or client chose to give you, on sites your buyers and the assistants already trust. Muck Rack's May 2026 study found earned media made up 84% of the links AI tools cited, against 0.3% for paid content. A short, accurate mention in the right trade title is worth more than a long piece on a site that exists to publish press releases, and bought links do nothing useful.
Do reviews matter for a B2B firm?
Yes. Review sites such as G2, Clutch, Trustpilot and Google reviews are cited in B2B answers. In G2's April 2026 survey of software buyers, 45% said citations of review sites were the most confidence-inspiring signal in an AI answer. Ask clients for a review at the moment a project succeeds, and reply to every review, good or bad.
How long before PR shows in AI answers?
Assistants that search the web live, such as ChatGPT search, Perplexity, Copilot and Google's AI features, can reflect new coverage within weeks. Answers drawn from a model's own memory change only when the model is retrained, which takes months. In our experience, plan for a year of steady coverage, measured monthly, rather than a campaign judged after six weeks.
Do awards and accreditations help?
Yes, when someone independent checked them: registration with your regulator or professional body, audited certifications and trade awards with named judges. Paid or vanity awards add almost nothing. State each credential in plain text on your site with the awarding body and date, and make sure the awarding body's own page names you correctly.
What does ChatGPT tell candidates about working at our firm?
It summarises what it finds on review sites such as Glassdoor, on LinkedIn, in news coverage and on your careers page, and it reports the patterns. If staff reviews repeat a complaint, candidates will hear it. Fix the cause first, then invite honest reviews from all staff, put your leaders in public and make your careers page specific.