Perplexity vs ChatGPT vs Google: Which Gives the Best Local Recommendations?
We tested Perplexity, ChatGPT, and Google with the same local business queries. Here is which one actually gives the best recommendations for restaurants, plumbers, and dentists.
A few weeks ago, we asked both ChatGPT and Google to recommend a plumber. The results were fascinating (and a little concerning). But one reader pointed out that we left a major player out of the test: Perplexity.
Fair point. So we went bigger this time. Three search platforms, three types of local business queries, and a whole lot of notes. Welcome to the three-way showdown nobody asked for but everybody needs.
The Setup
We ran the same three queries on Google Search, ChatGPT (with web browsing enabled), and Perplexity AI:
- “Best Italian restaurant near downtown [city]”
- “Emergency plumber available today [city]”
- “Best dentist for nervous patients [city]”
We used the same city for all tests and ran them within the same hour to keep things as consistent as possible. Then we graded each platform on four criteria: result quality, source accuracy, local awareness, and actionability.
Query 1: Best Italian Restaurant Near Downtown
Google did what Google does. It showed a map pack with three restaurants, star ratings, review counts, hours, and links to directions. Below that, a mix of Yelp lists, local food blogs, and the restaurants’ own websites. Solid, predictable, useful.
ChatGPT named five restaurants with brief descriptions of each. The descriptions were mostly accurate, pulling from review sites and the restaurants’ own pages. It mentioned specific dishes at two of the restaurants, which was a nice touch. However, one of the five restaurants had permanently closed three months ago. Not great.
Perplexity gave four recommendations with inline citations linking to Yelp, Google Maps, and a local food blog. Every restaurant was open and operational. The descriptions were more detailed than ChatGPT’s, and the citations meant we could verify everything quickly.
Winner: Google for pure usefulness (map pack plus reviews is hard to beat), with Perplexity a close second for combining AI summarization with verifiable sources.
Query 2: Emergency Plumber Available Today
This is where things got interesting. When you need an emergency plumber, you need someone right now, not a curated list to browse later.
Google showed the local service ads at the top (paid placements with “Google Guaranteed” badges), followed by the map pack, followed by organic results. The ads actually worked well here because they showed availability, ratings, and a click-to-call button. For urgent queries, this is hard to beat.
ChatGPT provided a list of plumbing companies in the area and suggested calling them to check availability. The problem: it had no idea which ones were actually available today. It also recommended checking Angi (formerly Angie’s List) and Yelp, which is fine advice but not really answering the question. This was essentially the same result we saw in our earlier plumber comparison, and the weakness has not improved much.
Perplexity listed three plumbing companies with phone numbers and noted their hours of operation based on their Google Business Profiles. It flagged one as offering 24/7 emergency service. This was more useful than ChatGPT but still could not confirm real-time availability.
Winner: Google by a wide margin. For urgent, time-sensitive local queries, nothing beats seeing a phone number with a “call now” button and a “Google Guaranteed” badge.
Query 3: Best Dentist for Nervous Patients
This query is more nuanced. It requires understanding not just “best dentist” but the specific need for a practice that handles dental anxiety well.
Google showed the map pack (which does not filter for “nervous patients”) and then a mix of organic results including blog posts about dental anxiety, a few practice pages that mentioned sedation dentistry, and a Yelp list. You had to do some digging to find what you actually wanted.
ChatGPT understood the nuance immediately. It recommended three dental practices that specifically offer sedation dentistry or have reviews mentioning a gentle, patient-friendly approach. It explained what to look for (sedation options, patient reviews mentioning anxiety, initial consultation policies) and gave genuinely helpful advice. This was ChatGPT at its best.
Perplexity also handled the nuance well, recommending practices with citations from health directories and review sites. It specifically highlighted Google reviews that mentioned anxiety-friendly experiences. The citations made it easy to verify that these were real practices with real reviews.
Winner: Perplexity by a hair over ChatGPT. Both understood the nuance far better than Google, but Perplexity’s citations gave it the edge on trustworthiness.
The Comparison Table
| Category | ChatGPT | Perplexity | |
|---|---|---|---|
| Result Quality | Consistently good | Good but occasional hallucinations | Good with verifiable sources |
| Source Accuracy | High (real-time data) | Mixed (recommended a closed business) | High (inline citations) |
| Local Awareness | Excellent (map pack, hours, reviews) | Moderate (knows businesses but lacks real-time info) | Good (pulls from GBP and review sites) |
| Actionability | Best (click to call, directions, booking) | Lowest (informational, few direct actions) | Moderate (links to sources but no direct actions) |
| Nuance/Understanding | Weakest (keyword matching) | Strong (understands intent) | Strong (understands intent plus cites sources) |
| Best For | Urgent, action-oriented queries | Research, nuanced questions | Research with source verification |
What This Means for Small Business Owners
The takeaway is not that one platform is universally better. It is that each one has a different strength, and your customers are using all three.
If your business depends on urgent calls (plumbers, locksmiths, towing), Google is still king. Make sure your Google Business Profile is perfect and consider local service ads.
If your business benefits from nuanced discovery (specialty medical, unique retail, niche services), AI search engines are becoming a real channel. Getting cited in the sources that ChatGPT and Perplexity pull from (review sites, directories, your own well-structured website) is becoming just as important as ranking on page one of Google.
If you want to cover all your bases, you need both traditional SEO and the emerging world of AI search optimization. Your website needs to be the kind of source that AI engines want to cite.
The Bigger Picture
Six months ago, this would have been a two-horse race. Google versus ChatGPT, with Google winning easily. Now Perplexity is a legitimate third option, and it is improving fast. The search landscape is fragmenting, and that is actually good news for small businesses. More platforms means more chances to be discovered.
The businesses that will win are the ones that show up everywhere: on Google, in AI search results, in the review sites and directories that these AI engines use as sources.
Want to make sure your business is visible across all three? Check out our pricing for plans that cover both traditional SEO and AI search optimization. Because “just Google it” is no longer the only way your customers find you.