Yelp vs Google Maps for Restaurant Lead Lists (2026)

The short answer

Use Google Maps as the source for the list, and Yelp, if at all, as something you look at by hand while qualifying it. Three reasons:

• The website field: Google Maps listings carry the restaurant's own website. Yelp's API gives you the Yelp page instead, and the restaurant's own site is the field that splits a list into "has a site" and "needs one".
• The terms: Yelp's API terms rule out keeping the data past 24 hours and using it commercially, and Yelp's Terms of Service prohibit scraping the website. A sales list is commercial and it's kept.
• The cost: Yelp's API starts at $229 a month once the trial ends. A Google Maps export of a few thousand restaurants costs a fraction of that.

Yelp does win one row in the comparison below, results per search, and it's fair to say so. It doesn't change the answer, because a bigger result page you can't store isn't much use for a list.

What each source holds per restaurant

The Google Maps column is what a Maps Harvest export contains. The Yelp column is what Yelp's business search endpoint returns, per Yelp's developer documentation as of October 2026.

Two rows matter more than the others for restaurant selling.

Website. For anyone selling online ordering, a website, SEO or a reservation widget, the first cut of a restaurant list is whether the place has its own site. In a Google Maps export that's a column you can filter on, and Maps Harvest can apply it during the scrape so you aren't charged for rows you'd throw away. Yelp's url field is the business's page on Yelp. To learn whether the restaurant has a site of its own, you'd have to look each one up somewhere else, which usually means Google.

Results per search. Yelp documents its search as returning up to 240 businesses. Google Maps' results panel stops at about 120. So for "restaurants in Chicago" Yelp gives the longer page. Neither is close to the whole city, though, and the fix is the same for both: split the search by town or neighbourhood and by cuisine until each piece fits under the ceiling. The 120 results limit guide walks through that splitting. Maps Harvest does the town-by-town part for you across 112,000+ cities and towns in the US, UK, Canada, Australia, Germany and India.

Yelp's API: price and terms

Yelp moved its API (once called Fusion, now the Places API) from free to paid in 2024. Its pricing page currently lists three plans, each with a 30-day trial of 5,000 calls:

• Base: $229 a month, then $5.91 per extra 1,000 calls
• Enhanced: $299 a month, then $6.57 per extra 1,000 calls
• Premium: $643 a month, then $14.13 per extra 1,000 calls

Price is the smaller problem. Yelp's API Terms of Use say, among other things, that you may not:

• cache or store Yelp content for longer than 24 hours, except business IDs kept for matching;
• use Yelp content to build your own business listing database;
• use Yelp content for any commercial purpose without Yelp's express written consent;
• use the API to promote direct marketing or telemarketing.

A call list of 3,000 restaurants, imported to a CRM and worked over the next quarter, is stored, it's a listing database, and it's commercial. The API is licensed for showing Yelp content to consumers inside an app, such as a "find a place to eat" feature, and the terms are written around that.

Scraping Yelp's website instead doesn't get around this. Yelp's Terms of Service prohibit using any robot, spider or other automated means to access or scrape the site, and its business terms say the same for business accounts. Plenty of tools will scrape Yelp anyway. The terms risk is yours, not theirs.

To be even-handed: Google's terms also discourage automated access to Google Maps, and a Google Maps scraper isn't an official Google product. The practical and legal picture for that is laid out in Is scraping Google Maps legal? None of this is legal advice. If the list matters to your business, read the terms yourself.

Five ways to build the list, compared

Searches for "restaurant lead list tools" turn up five kinds of product that do quite different jobs. Here they are, with what each is good and bad at for restaurants in particular.

The contact-database row deserves a note, because it's where many sales teams start. For a restaurant group with a head office, an operations director and a corporate domain, Apollo or ZoomInfo will find you a named buyer faster than any map. Most restaurants aren't that. They're one location, the owner answers the phone between lunch and dinner, and the only public record of them is a map listing. A sensible split is a database for the groups and a map export for the independents. The Apollo alternative comparison goes into where that line sits.

Building the list from Google Maps

Take a real brief: a POS reseller covering Ohio wants independent, sit-down restaurants busy enough to be worth a visit. Here's how that turns into a file.

1. Step 1

   Pick categories, not just "restaurant"

   A search for "restaurant" returns whatever Google ranks first. Running the cuisines you sell to (Italian, Mexican, Thai, diner, steakhouse) gives you several shorter searches per town, each further under the ceiling, and a category column you can segment on later. Leave out fast food if franchises aren't your buyer.

2. Step 2

   Choose the area

   Select Ohio. Maps Harvest runs the search in each city and town in the state rather than once for the whole state, which is what gets you past the per-search ceiling.

3. Step 3

   Set the filters before the scrape

   Minimum rating 4.0 and at least 50 reviews is a reasonable proxy for an open, busy restaurant. Require a phone number, since the list is for calling. Filters run during the scrape and you're only charged credits for rows that pass, so this also keeps the cost down.

4. Step 4

   Export and sort

   Download as CSV or XLSX. Sort by review count to put the busiest places first, and use the price level column to tell a $ lunch counter from a $$$ dinner room. They buy differently.

5. Step 5

   Clean before calling

   Group rows by website domain to find chains hiding as separate locations, and flag rows whose website is a Yelp, Facebook or Instagram page. The full routine is in the guide to cleaning a Google Maps lead list.

On credits: one row is one credit. The free plan's 50 credits are enough to test one cuisine in one city. A statewide list of up to 5,000 restaurants fits the Growth plan ($49 a month, 5,000 credits), which also exports all 18 fields including hours and description; Starter ($19 a month, 1,000 credits) covers a single metro with 13 fields. For a list you rebuild every month to catch new openings, Scale ($129 a month, 20,000 credits) adds scheduled re-runs. The cleaning steps are in How to clean a Google Maps lead list, and restaurant-specific pitches and call timing are in the restaurant niche guide.

Where Yelp still earns a tab

None of this makes Yelp useless to a restaurant seller. It's a poor source for the list and a good place to read about one restaurant before you call it.

• Reading complaints before a pitch: If you sell online ordering, reviews griping about wait times or wrong orders are your opening line. Read the last few on Yelp and Google by hand for the top 20 accounts on your list. That's normal browsing, not data collection.
• Spotting the Yelp-only website: When a restaurant's Google listing points its website field at its Yelp page, it's telling you it has no site of its own. That row is a stronger web or ordering lead than one with a real domain.
• Checking a second opinion on quality: A restaurant rated well on one site and poorly on the other is worth a closer look before you put a rep in front of it. Use it as a tie-breaker on a short list, not as a column you need for thousands of rows.

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