AI assistants — tools like ChatGPT, Gemini, and Perplexity that answer questions conversationally rather than just listing links — tend to quote review phrases that read like evidence: specific outcomes, named services, and clear timeframes. Vague sentiment like "brilliant place" gets compressed into a summary or dropped entirely. Understanding this distinction matters because it shapes whether your business gets cited or simply counted.

What counts as "evidence" AI will quote verbatim

When an AI assistant pulls from your Google reviews (the public ratings and written feedback on your Google Business Profile, which is the free listing Google gives every local business), it is effectively looking for claims it can verify or at least repeat with confidence. In our measurements, the phrases that appear verbatim in AI-generated recommendations share a few consistent traits.

They are specific. "Fixed my boiler within three hours on a Saturday" is quotable. "Really fast" is not.

They are outcome-focused. "My solicitor got the planning objection resolved before the deadline" gives an AI something concrete to pass on. "Very professional" gives it nothing to anchor.

They reference named services or products. A Dublin physio clinic whose reviews mention "dry needling for a recurring hamstring injury" is more likely to be cited in a relevant query than one whose reviews only mention "treatment."

They include context that matches a search query. If someone asks an AI for a reliable electrician in Cork who works evenings, a review that says "came out on a Tuesday evening, sorted the fuse board, no call-out charge" is almost purpose-built for that query.

Tripadvisor and Google are the two platforms AI assistants draw on most heavily for Irish service businesses; you can read more about where AI assistants pull reviews from: Google vs Trustpilot vs Tripadvisor.

What AI summarises instead of quoting directly

Sentiment — the emotional tone of a review — gets compressed. Phrases like "absolutely loved it," "would highly recommend," or "such a friendly team" are useful for an overall star rating but they rarely survive as direct quotes in an AI answer. The AI bundles them into a line like "customers consistently describe the staff as welcoming" and moves on.

The same happens with:

  • Superlatives without substance — "best hairdresser in Galway" with no explanation of why
  • Repetition — if twenty reviews all say "great value," the AI notes value as a theme but does not quote any individual one
  • Emotional reactions without facts — "I was so relieved" on its own, without saying what the outcome was

This is not a flaw in AI behaviour; it mirrors how a careful human reader would summarise a stack of reviews. The difference is that a human might still remember the emotional moment. An AI optimises for transmittable facts.

How reviewers should describe specifics (time, outcome, service)

You cannot write reviews for your customers, but you can make it easy for them to write useful ones. The practical approach is to ask for feedback in a way that prompts detail without coaching the answer.

After a job is done, a message like this works well: "If you have a moment to leave a review, it really helps if you mention what you came in for and how it went — even just a line or two."

Encourage customers to include:

  • The specific service — not just "got my car sorted" but "NCT pre-check and new rear brake pads"
  • A timeframe — "booked Monday, collected Wednesday"
  • The outcome — "passed the NCT first time" or "the leak hasn't come back in six months"
  • Any relevant context — "I'd tried two other plumbers before calling these lads"

For service businesses on platforms like Treatwell (beauty and wellness) or Booksy (hair and barbering), similar principles apply — but Google reviews carry the most weight for AI citation in Ireland right now.

See also how to get more Google reviews without breaking rules for compliant ways to prompt customers.

How to respond so you reinforce facts without sounding defensive

Your reply to a review is indexed alongside the review itself. AI assistants sometimes draw on owner responses when building a summary, particularly if the response adds factual detail the review omitted.

The goal is to echo the specific fact, not the compliment.

What the reviewer said Weak response Stronger response
"Fixed the leak same day" "Thanks so much, delighted you're happy!" "Really glad we could get out to you on the same day — emergency call-outs in the Limerick area are something we try to prioritise."
"Solicitor sorted our lease in two weeks" "Great to hear, thanks!" "Pleased the commercial lease review came together quickly — two weeks is about right for a straightforward renewal."
"Best massage I've had in Dublin" "Thank you, means the world!" "So glad the deep tissue session hit the right spots — we'll look forward to seeing you again."

The stronger responses add a named service, a location, or a timeframe. They read naturally and they give an AI something additional to work with. For ready-to-use wording across common Irish scenarios, see replying to Google reviews: templates for common Irish service scenarios.

One thing to avoid: do not use your response to correct a factual error in a way that sounds like an argument. Even if a customer misremembered a detail, a defensive reply undermines trust for every future reader — human or AI. There is more on this in treating review sites fairly: when you should respond vs stay quiet.

How to track which review themes appear in AI recommendations

Most Irish business owners check their star rating occasionally and read new reviews when they arrive. That is not the same as tracking what AI assistants are actually saying about your business in response to real queries.

A simple process that works without any specialist tools:

  1. List the five queries a potential customer might type — for example, "emergency plumber south Dublin," "solicitor for house purchase Wicklow," "physio for back pain Waterford"
  2. Ask those questions to ChatGPT, Gemini, and Perplexity — note whether your business appears and, if so, what is quoted or paraphrased
  3. Compare what is cited against your actual reviews — if the AI is quoting a three-year-old review about a service you no longer offer, that is a problem worth addressing by generating fresher reviews on the relevant service
  4. Repeat monthly — AI training and retrieval change over time; a business that appears today may not appear next month if fresher competitors build stronger review signals

The free check from suggestedby.ai runs a version of this automatically, showing you whether AI assistants name your business in response to relevant local queries.

For context on how the balance between star ratings and review volume affects AI visibility, what ratings vs review counts mean to AI assistants covers that in detail.

A note on review platforms beyond Google

For some Irish sectors, reviews on other platforms carry real weight. Restaurants listed on Tripadvisor or TheFork accumulate reviews that AI assistants do reference, particularly for tourism-related queries. Accommodation businesses on Booking.com or hotel-specific directories see similar patterns.

The principles are the same regardless of platform: specific, outcome-oriented language is more quotable than warm but vague sentiment. The difference is that Google Business Profile reviews are the most consistently indexed across the widest range of Irish query types, so they deserve the most attention for most local businesses.

If your customers naturally leave reviews across multiple platforms, do not try to consolidate them — diversity of sources can strengthen your overall presence. Just make sure the reviews that do exist, wherever they live, contain the kind of factual detail that gives an AI something worth repeating.