Google charges $32.00 per 1,000 Places API Text Search (Pro) calls once you pass the 5,000 free monthly events, according to Google's own Maps Platform pricing page read on 28 August 2026. Outscraper charges $3 per 1,000 records for the same kind of place data, per outscraper.com/pricing on the same date. That order-of-magnitude gap is why Outscraper exists, and it is also why so many people end up shopping for an Outscraper alternative: the price is fine, but something else about the fit is not.
The biz collect team priced and re-read every vendor page in this article on 28 August 2026, because a stale competitor price is worse than no price at all. Below are seven Outscraper alternatives, what each one actually returns, what it costs today, and the specific reader each one is wrong for. We build one of them, and we did not put it first.
What are the best alternatives to Outscraper?
The best Outscraper alternative depends on one question: do you want a cheaper export, or do you want the data to arrive somewhere without a human clicking Export? Scrap.io, Lobstr and Apify's Google Maps Scraper compete with Outscraper on price and on the dashboard-plus-CSV workflow. biz collect, Bright Data and the Google Places API compete on being an API your code or your agent calls directly. Clay does not replace Outscraper at all; it is the enrichment layer you point at the records after you have them.
Nothing in this list is a strict quality ranking. The order below runs from "closest swap for what you are doing in Outscraper today" to "furthest from it", so you can stop reading at the first entry that matches your workflow. And if all you need is to web scrape Google Maps once, for one city, most of these have a free allowance that will get you there today. Apify, Bright Data and biz collect each state on their own pricing page that no credit card is required.
How much does Outscraper cost in 2026?
Outscraper pricing is pay as you go with a volume-tiered rate and no monthly subscription for the core scrapers. These figures come from outscraper.com/pricing, read 28 August 2026:
| Outscraper service | Free allowance | 501 to 100,000 | Past 100,000 |
|---|---|---|---|
| Google Maps Scraper | First 500 businesses | $3 / 1,000 records | $1 / 1,000 records |
| Google Maps Reviews Scraper | First 500 reviews | $3 / 1,000 reviews | $1 / 1,000 reviews |
| Emails & Contacts Scraper | First 500 contacts | $3 / 1,000 domains | $1 / 1,000 domains |
The page states that "Tiers reset every 30 days", so the cheap $1 band is something you re-earn each month rather than keep. There is no "contact sales" tier on the public pricing page for these three services.
$3 / 1,000
Outscraper's Google Maps Scraper rate for records 501 to 100,000, dropping to $1 per 1,000 past 100,000. The first 500 businesses are free, and the tiers reset every 30 days.
Source: outscraper.com/pricing, read 28 August 2026
The detail that surprises people mid-project: emails are not in the Google Maps result by default. Outscraper's Google Maps scraper page lists the returned fields as name, phone, website, address, street, county, city, state, postal_code, country, latitude, longitude, rating, reviews, working_hours, business_status, place_id and google_id, and says you "can use Emails & Contacts Scraper along with Google Maps scraper to enrich the data from Google." So a 10,000-business Google Maps scrape with emails is two metered services, not one, and the second one meters per domain processed rather than per email found.
Is there a free version of Outscraper?
Yes. Outscraper's pricing page lists a $0 tier that is "Free for the first 500 businesses (places)" on the Google Maps Scraper, with separate free allowances of the first 500 reviews and the first 500 contacts on the reviews and email scrapers. That is enough to test the field shape on a real city before you spend anything, which is more than several vendors on this list offer. The Outscraper free tier is a usage allowance, not a time-limited trial, and the tiers reset every 30 days.
Is Outscraper legit?
Outscraper is a real, working, publicly priced product, not a shell. Its about page carries a copyright line reading "Copyright 2018-2026 Outscraper", a US postal address in Bee Cave, Texas, and it points at public review profiles on Product Hunt, Trustpilot and Capterra rather than anonymous testimonials. The page claims it is "Trusted by thousands of happy customers worldwide" without publishing a number, so treat that as marketing copy rather than a figure.
The honest read: this article is a fit-and-cost comparison, not a warning. Most people who leave Outscraper leave because they wanted an API-shaped workflow, or because the second metered service for emails changed the maths, not because the product failed.
How we picked these Outscraper alternatives
There is no single best Google Maps scraping tool, because "best" here is a function of who has to touch the data next: a person in a spreadsheet, a cron job, or an LLM agent. We scored each option against six criteria native to this decision rather than a generic feature grid.
- What fields actually come back. Not the marketing list, the field list on the vendor's own product page. Ratings and hours are easy; a working website URL is the field everything else depends on.
- Whether emails are included or metered separately. This is the single biggest hidden cost in the category. Outscraper meters emails as a second service; some alternatives include them in the base rate, and some never return them at all.
- How coverage is bounded. Google's Text Search (New) documentation states it "returns a maximum of 60 results across all pages", at up to 20 per page. Every tool here works around that ceiling differently, and the workaround is what you are really buying when you scrape a large city.
- Sync or async, dashboard or API. A CSV you download is a different product from a job you POST and receive a webhook for, even when the underlying data is identical.
- The pricing model, in units you can compare. A local business leads API, a credit-metered dashboard and a per-record scraper all quote different units. Per record, per credit, per platform-usage dollar, or per monthly seat. We converted each to a per-1,000 figure where the vendor's own page made that possible, and said so where it did not.
- Whether you can test it without talking to sales. A vendor that hides its rate behind a demo call has told you something about how it prices. Every free tier below was read off the vendor's page, and the ones that require a sales conversation are labelled as such.
If you want the deeper version of the "brittle scraper versus an API that returns JSON" argument before you choose, we wrote it up separately in Google Maps scraper alternative that returns JSON. For the wider category beyond Maps data, see best local business lead generation tools.
The 7 Outscraper alternatives at a glance
The biz collect team runs local-business searches across Google Places and website enrichment every day, which is exactly why we are careful about where we place ourselves in a list we wrote. Here are all seven, in the order they appear below:
- Scrap.io
- Apify Google Maps Scraper
- Lobstr
- biz collect
- Bright Data Web Scraper API
- Google Places API
- Clay
Now let's review each Outscraper alternative in detail.
Every Outscraper alternative in detail
1. Scrap.io
Scrap.io is the closest like-for-like swap for someone using Outscraper's dashboard: you pick a place and a business type, you get a filtered export. Its homepage states coverage of "195 countries" and describes the export as containing "Names, addresses, phone numbers, emails, websites, social media links, reviews and more", with filters for phone, email, website, Facebook and Instagram.
Pricing, from scrap.io/pricing read 28 August 2026, is a monthly subscription with export credits rather than pay as you go. On yearly billing: Basic $35/mo, Professional $69/mo, Agency $139/mo, Company $350/mo. On monthly billing the same plans are $49, $99, $199 and $499. Included export credits per month are 10,000, 20,000, 40,000 and 100,000 respectively. At Basic that works out to roughly $3.50 per 1,000 exported leads on yearly billing, which is in the same neighbourhood as Outscraper's $3 per 1,000 - except emails are inside the plan rather than a second meter.
The plans also gate search scope, not just volume, which matters more than the price line. Basic is city searches with 5 business types; Professional adds level 2 division searches, 10 types and a 50km radius; Agency gives level 1 division searches, 50 types and 100km; Company covers whole-country searches, 200 types, a 500km radius and polygon searches up to 1,000,000 km². The site advertises "Try for free for 7 days and scrap up to 100 leads", and Basic already includes MCP and API access.
Highlights:
- What it is: Maps-native dashboard with filtered exports, MCP and API access
- Price (read 28 Aug 2026): $35 to $350/mo yearly; $49 to $499/mo monthly; 10,000 to 100,000 export credits
- Emails: Included in the export, per its own homepage field list
- Free to test: 7-day trial, up to 100 leads, no sales call
- Best for: An Outscraper dashboard user who wants emails inside one bill
2. Apify Google Maps Scraper
Apify is a marketplace of scrapers ("Actors") rather than a single product, and the relevant one here is the Google Maps Scraper by Compass, listed at apify.com/compass/crawler-google-places. Its store page quotes "from $1.50 / 1,000 scraped places" on a pay-per-event model, and notes the rate drops with higher subscription tiers through Apify Store discounts.
That headline rate sits on top of a platform plan. Per apify.com/pricing read 28 August 2026, the Free plan is $0 with $5 of included monthly usage and no credit card required; Starter is $29/mo with $29 included; Scale is $199/mo with $199 included; Business is $999/mo with $999 included. Store Actors run on either "pay per event" or "pay per usage", both drawing down your included plan credits first, with overages billed afterwards. Anything beyond Business is a custom plan through contact sales.
The trade you are making is flexibility for ownership. Apify gives you the widest range of scrapers of anything on this list and a real API around them, but the Actor is a third-party developer's code, so its field shape and its behaviour when Google changes something are that developer's decision, not Apify's and not yours. If you are weighing Apify against enrichment platforms specifically, we did that head to head in Apify vs Clay vs Bright Data.
Highlights:
- What it is: Actor marketplace; the Compass Google Maps Scraper is the Outscraper-equivalent
- Price (read 28 Aug 2026): Actor from $1.50/1,000 scraped places, on top of a plan from $0 (with $5 usage) to $999/mo
- Emails: Not part of the Maps Actor's headline rate; a separate Actor
- Free to test: Free plan, $5 monthly usage, no credit card
- Best for: Teams who want one platform for a Google Maps scrape and ten other scrapes
3. Lobstr
Lobstr is a hosted crawler platform built around scheduled, repeatable runs rather than one-off exports, which makes it the pick when you want the same city re-scraped every week without babysitting it. Its pricing page defines the unit plainly: "1 credit = 1 unique result", with data retention of 7 days on free and up to 28 days on advanced plans.
Lobstr publishes its plan bands on its own site rather than a single table: a free plan at "100 credits per month", "Regular plans: $10 to $50 per month", "Enterprise plans: $100 to $800 per month", and custom plans above that, per its own comparison post read 28 August 2026. The same page puts the effective rate at "about $1 per 1k rows for basic data", dropping "to around $0.5 per 1k rows" at scale. If those figures hold for your volume, Lobstr is the cheapest per row in this article.
The free plan is genuinely testable but deliberately narrow: exports are capped at 30 rows per request, scheduling is off, and scrapers marked Premium stay locked until you pay. Budget a paid month before you can judge it properly.
Highlights:
- What it is: Hosted, scheduled cloud crawlers billed per unique result
- Price (read 28 Aug 2026): Free 100 credits/mo; regular plans $10 to $50/mo; enterprise $100 to $800/mo; about $1 per 1,000 rows falling to about $0.5 at scale
- Emails: Depends on the individual scraper you run, not a flat platform guarantee
- Free to test: Free plan, but exports capped at 30 rows per request and no scheduling
- Best for: Recurring weekly or monthly crawls of the same territory on a small budget
4. biz collect
We build this one, so read this entry with the appropriate suspicion, and read the paragraph about what it does not do before the pricing. biz collect is an async REST API that takes a city plus keywords and returns enriched local-business JSON in one call: name, address, phone, website, contact emails scraped from the business's own site, social profiles, outgoing links, opening hours, ratings and reviews. Places search first, then website enrichment, in a single job.
The point of difference against Outscraper is not price, it is that there is no second metered service for emails and no export step. One request, one JSON body, and wait: true collapses the create-then-poll loop into a single synchronous call:
# Your API base URL and key are both shown in the docs at /docs
BIZ_API="https://kindly-lyrebird-376.convex.site/api/v1"
curl -X POST "$BIZ_API/search" \
-H "Authorization: Bearer biz_live_..." \
-H "Content-Type: application/json; charset=utf-8" \
-d '{
"location": "Austin, TX",
"keywords": ["accounting", "bookkeeping"],
"radius_km": 25,
"coverage": "exhaustive",
"max_credits": 2000,
"scrape_emails": true,
"wait": true
}'
The response carries the job fields plus a full businesses array. The field names below are the real schema from our OpenAPI 3.1 spec; the values are illustrative:
{
"job_id": "j_a91k...",
"status": "completed",
"results_count": 412,
"emails_scraped_count": 268,
"tile_count": 37,
"coverage_truncated": false,
"businesses": [
{
"id": "b_7f2c...",
"name": "Example Bookkeeping LLC",
"address": "1200 Congress Ave, Austin, TX 78701",
"phone": "+1 512 555 0134",
"website": "https://example-bookkeeping.com",
"emails": ["hello@example-bookkeeping.com"],
"email_details": [
{
"email": "hello@example-bookkeeping.com",
"confidence": "high",
"has_mx": true,
"is_role_account": true,
"contact": null
}
],
"social_links": [
{ "platform": "linkedin", "url": "https://www.linkedin.com/company/example" }
],
"rating": 4.7,
"user_rating_count": 63,
"business_status": "OPERATIONAL"
}
]
}
coverage: "exhaustive" is the answer to Google's 60-result-per-query ceiling: the radius is subdivided into a grid of sub-circle tiles, each tile is queried, and results are deduped by place id. It costs proportionally more, which is why max_credits exists as a hard spend cap that truncates the tile list rather than overspending.
Pricing is published, and it is not the cheapest here. Free is $0 with 200 signup credits and no credit card, plus 20 daily login credits, a 100-credit daily spend cap and 30 requests per minute. Pro is $19/mo on yearly billing ($23 monthly) for 6,000 credits, a 2,000 daily cap and 120 req/min. Business is $76/mo yearly ($92 monthly) for 30,000 credits, a 10,000 daily cap and 300 req/min. A result page costs 20 credits and returns up to 20 raw Google Places results per keyword before dedupe, so Business at the yearly rate works out to roughly $2.53 per 1,000 raw results, and top-up credits at $0.01 each (minimum 500 credits, $5) work out to $10 per 1,000. Against Outscraper's $3 per 1,000 falling to $1, we are more expensive per raw record, and materially so on top-ups.
Now the part most vendor pages omit. biz collect does not do: CRM sync, email sending or sequencing, phone verification, firmographics or technographics, intent data, a person-level B2B contact database, or scraping social platforms beyond the profile links a business publishes on its own site. Email verification is syntax plus an MX lookup over DNS-over-HTTPS, never an SMTP mailbox probe, so confidence: "high" means the domain accepts mail and the address looks like a monitored inbox, not that a specific mailbox is live. Email coverage depends entirely on whether the business publishes an address on its own website. If you need any of the missing items, one of the other six here, or a dedicated tool, is your answer.
Highlights:
- What it is: Async REST API returning places plus website-scraped emails in one JSON job
- Price (read 28 Aug 2026): Free $0; Pro $19/mo yearly ($23 monthly), 6,000 credits; Business $76/mo yearly ($92 monthly), 30,000 credits; top-ups $0.01/credit
- Emails: Included in the same call, with MX-level verification and no separate meter
- Free to test: 200 signup credits plus 20 daily login credits, no credit card, no sales call
- Best for: Developers, automations and agents that need the data delivered, not exported
5. Bright Data Web Scraper API
Bright Data is the infrastructure end of this market: proxy management, browser rendering and CAPTCHA handling wrapped around scraper APIs, sold to teams whose problem is volume and blocking rather than convenience. Per brightdata.com/pricing/web-scraper read 28 August 2026, every plan ships "Automated proxy management", "Full browser rendering", "CAPTCHA solving" and JSON or CSV delivery.
The rates on that page: a free tier of "5K records per month" with no credit card, pay as you go at "$1.5/1K record", a Scale plan at "$499 /month" with "384,000 records included" and "$1.3/1K additional records", and a custom-priced Enterprise tier behind "Talk to sales" that adds volume discounts, an account manager, premium SLA and SSO. The 5,000 free records per month is the largest free monthly allowance in this article, and the page states no credit card is needed for it.
Bright Data is the right call when your bottleneck is being blocked at scale, and the wrong call when your bottleneck is that you have not built anything yet. If you are choosing between it and a purpose-built local-business source, our four-way breakdown covers that trade in Apify vs Clay vs Bright Data.
Highlights:
- What it is: Enterprise scraping infrastructure with scraper APIs on top
- Price (read 28 Aug 2026): Free 5K records/mo; PAYG $1.5/1K; Scale $499/mo with 384,000 records; Enterprise custom
- Emails: Not a bundled local-business email product; you build the enrichment
- Free to test: 5,000 records per month, no credit card
- Best for: High-volume teams whose real problem is proxies, rendering and blocking
6. Google Places API
The first-party option, and the one every honest comparison has to include even though it is the reason most people went looking for a Google Maps scraper in the first place. It is Google's own data, with Google's own freshness, and it is the only source on this list where you are not relying on somebody else's interpretation of a Maps page.
From Google's Maps Platform pricing page, read 28 August 2026: Places API Text Search Pro (SKU 4FDA-34B1-A910) has 5,000 free monthly events, then $32.00 per 1,000 in the 0 to 100,000 band. Text Search Enterprise (SKU E967-44BC-B44D) has 1,000 free monthly events, then $35.00 per 1,000. Place Details Essentials has 10,000 free monthly events, then $5.00 per 1,000; Place Details Pro has 5,000 free, then $17.00 per 1,000. Volume bands step the rate down substantially above 100,000 events.
Two constraints decide it for most readers. There is no email address anywhere in the Places response, so any email-driven workflow needs a second system regardless. And Google's Places API policies state that you "must not pre-fetch, cache, or store Places API content beyond the allowed exceptions", with place IDs explicitly exempt and storable indefinitely. That caching rule shapes your architecture more than the price does. We unpack it in Google Places API terms, and compare the three approaches in Places API vs scrapers vs business data APIs.
Highlights:
- What it is: Google's first-party Places API, billed per SKU per request
- Price (read 28 Aug 2026): Text Search Pro $32.00/1,000 after 5,000 free monthly events; Place Details Essentials $5.00/1,000 after 10,000 free
- Emails: None, ever, at any tier
- Free to test: Per-SKU monthly free event allowances, billing account required
- Best for: Products that must use first-party data and can live inside the caching rules
7. Clay
Clay is on this list because people keep proposing it as an Outscraper replacement, and it is not one. Clay is a spreadsheet-shaped enrichment and orchestration layer: you bring rows, and it runs them against what its pricing page describes as "150+ data partners" plus AI steps, then pushes the result somewhere. It is excellent at the step after you have a list, and it is not a Google Maps source.
Per that page, read 28 August 2026: Free is $0 with 500 actions and 100 data credits per month, unlimited seats and tables, and a 200-row maximum per table. Launch starts at $167/mo on monthly billing with 15,000 actions and 3,000 data credits. Growth starts at $446/mo monthly with 40,000 actions and 6,000 data credits. An annual toggle is advertised as "Annual, save 10%". Enterprise is custom-priced, requires an annual commitment, and starts at 200,000+ actions per month behind a demo request. Clay separates the two units explicitly: data credits buy data from its partners, while actions measure platform work such as "enriching data, running a table, calling an AI model, sending data to a third-party system, or exporting data".
Where Clay genuinely beats everything else here: it does the CRM sync, the waterfall enrichment across many providers, and the person-level contact data that biz collect deliberately does not. The sane pattern is one of the Maps sources above feeding Clay, not Clay instead of one.
Highlights:
- What it is: Spreadsheet-style enrichment and orchestration over 150+ data partners
- Price (read 28 Aug 2026): Free 500 actions and 100 data credits/mo; Launch from $167/mo; Growth from $446/mo; Enterprise custom, annual commitment
- Emails: Yes, but as enrichment of rows you already have, not from a Maps search
- Free to test: Free plan, 200-row table cap
- Best for: The enrichment and routing step after a Google Maps scrape, not the scrape itself
Comparison table of Outscraper alternatives
Every one of these Outscraper competitors will sell you "local business data", and the per-1,000 numbers look close enough to be confusing. The terms behind them are not close at all: some meter emails separately, some gate search scope by plan, and one returns no email field at any price. Outscraper itself is in the table so you can see what you would actually be trading away.
| Tool | Price (read 28 Aug 2026) | Emails included | Free to test without sales | Best for |
|---|---|---|---|---|
| Outscraper | $3/1,000 records, $1/1,000 past 100,000 | No, separate meter at $3/1,000 domains | Yes, first 500 places | Low per-record cost, no subscription |
| Scrap.io | $35 to $350/mo yearly, 10,000 to 100,000 credits | Yes, in the export | Yes, 7 days, 100 leads | Closest dashboard swap |
| Apify Google Maps Scraper | From $1.50/1,000 places, plus a $0 to $999/mo plan | No, separate Actor | Yes, $5 monthly usage | One platform for many scrapers |
| Lobstr | Free 100 credits/mo; $10 to $800/mo bands | Depends on the scraper | Yes, capped at 30 rows per request | Scheduled recurring crawls |
| biz collect | Free $0; Pro $19/mo yearly; Business $76/mo yearly | Yes, same call, MX-verified | Yes, 200 signup credits, no card | API and agent workflows |
| Bright Data | Free 5K records/mo; $1.5/1K PAYG; $499/mo Scale | No, you build enrichment | Yes, 5,000 records/mo | Volume, proxies and blocking |
| Google Places API | $32.00/1,000 Text Search Pro after 5,000 free | No, no email field exists | Yes, per-SKU free events | First-party data requirements |
| Clay | Free plan; Launch from $167/mo; Growth from $446/mo | Yes, as enrichment of existing rows | Yes, 200-row cap | The step after the scrape |
Is Google scraping legal?
We are not going to answer that, because nobody selling you a scraper should. What we can do is point at the primary sources and let you and your counsel read them.
The relevant documents are Google's Maps Platform Terms of Service, Google's general Terms of Service, and the Places API policies page, which states that you "must not pre-fetch, cache, or store Places API content beyond the allowed exceptions" and exempts place IDs from that restriction so they can be stored indefinitely. Those are contract terms attached to using Google's API, and they are a different question from what any given statute in your jurisdiction says about accessing a public web page. Data protection law is a third, separate question again once the records contain personal data.
We go through the caching, storage and attribution rules in detail in Google Places API terms. Read the terms, read your own obligations, and if the answer matters commercially, ask a lawyer rather than a comparison post.
Which Outscraper alternative should you pick?
Three factors decide this, and price is the least important of them. First, whether emails are inside the base rate or on a second meter, because that is where the budget actually goes. Second, whether the data needs to arrive somewhere automatically or a person will export it, because that splits this list cleanly down the middle. Third, whether you can test it this afternoon without a sales call, because a vendor that will not show you a rate is telling you how the negotiation will go.
If you are happy in a dashboard and just want emails in one bill, Scrap.io is the shortest move. If you already live in a platform and want a low per-place rate you can build on, Apify's Google Maps Scraper starts at $1.50 per 1,000 scraped places; Lobstr publishes a lower effective rate still, at about $1 per 1,000 rows, if scheduled crawls fit how you work. If nothing is broken and you only came here for a cheaper number, stay on Outscraper: at $3 per 1,000 dropping to $1, it is still the cheapest per record in this article, and switching costs are real.
If, on the other hand, the export step is the problem, that is the gap biz collect was built for: one POST with a city and keywords, places and website-scraped emails in the same JSON, an OpenAPI 3.1 spec, webhooks and idempotency keys so an agent can run the whole thing unattended. You can find out what a city costs with the signup credits before you put a card in. If $0 is the constraint, we wrote up exactly what the free tier buys in free business leads API.
Turn any city into a lead list. See the pricing.
FAQ: Outscraper alternatives
Frequently asked questions
- What are some good alternatives to Outscraper?
- The strongest Outscraper alternatives in 2026 are Scrap.io (subscription dashboard from $35/mo yearly with emails in the export), Apify's Google Maps Scraper (from $1.50 per 1,000 scraped places on top of a plan), Lobstr (scheduled crawls, free plan of 100 credits a month), biz collect (an async JSON API that returns places plus website-scraped emails in one call), Bright Data (5,000 free records a month, $1.5 per 1,000 pay as you go), the Google Places API (first-party, no email field) and Clay (enrichment after the scrape, not a Maps source). All prices read off each vendor's own page on 28 August 2026.
- Is there a free version of Outscraper?
- Yes. Outscraper's pricing page lists a $0 tier that is free for the first 500 businesses on the Google Maps Scraper, the first 500 reviews on the Reviews Scraper and the first 500 contacts on the Emails & Contacts Scraper. It is a usage allowance rather than a time-limited trial, and the page notes that tiers reset every 30 days. Read 28 August 2026.
- How much does Outscraper cost?
- Per outscraper.com/pricing on 28 August 2026, the Google Maps Scraper is free for the first 500 businesses, $3 per 1,000 records from 501 to 100,000, and $1 per 1,000 after 100,000. The Emails & Contacts Scraper is metered separately at the same $3 then $1 rate, but per domain processed rather than per place, so a Maps scrape with emails is two bills.
- Is Outscraper legit?
- Yes. Outscraper is a real, publicly priced product whose about page shows a 2018 to 2026 copyright line, a US postal address in Bee Cave, Texas, and links to public review profiles on Product Hunt, Trustpilot and Capterra. It publishes its rates openly instead of hiding them behind a sales call. People switch away from it over workflow fit and the separate email meter, not over whether the product works.
- What is the best website scraping site?
- There is no single best website scraping site, and any page that names one is guessing at your workflow. For local business data specifically, the honest split is: Scrap.io or Outscraper if a person exports a CSV, Apify or Bright Data if you need many different scrapers or high volume, and a purpose-built business data API such as biz collect if the records have to arrive in your own system or an agent's tool call without a human step.
- Can ChatGPT do web scraping?
- Not as a scraper. Per OpenAI's own bots documentation, ChatGPT-User fetches individual pages on a user's behalf when you ask it to, and OAI-SearchBot and GPTBot are crawlers OpenAI operates for search and training rather than tools you control. None of them gives you a bulk, structured, repeatable export of a city's businesses. The practical pattern is the opposite direction: give the model a real data API as a tool and let it call that.
