Google Search (SERP) scrapers compared

Cost per page of Google Search results successfully scraped.

• Add-on: Google AI Overview (ai-overview-scraped)
• Add-on: Google AI Mode (ai-mode-result-scraped)
• Add-on: Perplexity AI search (perplexity-ai-result-scraped)
• Add-on: ChatGPT search (chatgpt-result-scraped)
• Add-on: Copilot search (copilot-result-scraped)
• Add-on: Gemini search (gemini-result-scraped)
• Add-on: Business leads enrichment (lead-scraped)
• Add-on: Email verification (lead-email-verified)
• Add-on: Paid results (ads) extraction (ads-scraped)
• Add-on: Full website page scraped (website-content-scraped)

Single result in the default dataset.

• SERP Query (serp-query)
• Keyword Research (keyword-research)
• Competitor Analysis (competitor-analysis)

Charged when a search query is executed (includes first 10 results). Covers each search term or Google search URL processed.

• Search Result Item (dataset-item)

Single result in the default dataset.

• Search Result (search_result)

Single result in the default dataset.

• SERP page (full mode) (serp-page-full)
• SERP page (fast mode) (serp-page-fast)

One Google search query fully processed — AI Overview (when present) + organic results returned.

Charged once per unique Yandex search result returned (organic listing, ad or featured block). Duplicates across pages, diagnostic rows, captcha pages and the empty-input sample row are never charged.

Charge per search results page scraped

• Run started (start)

One restaurant or grocery merchant from a search near an address — name, cuisine, rating, delivery fee & time, distance and URL.

• Merchant detail + full menu (merchant-detail)

Platform accounting charge, applied per row stored in the dataset.

• Setup (setup)
• Pages Processed (page_processed)

One unique organic Bing search result delivered.

Event description unavailable.

Charged per Google SERP page successfully scraped and returned ($1.50 per 1,000 pages). Each page record includes organic results, People Also Ask, related queries, featured snippet, AI Overview sources, and pagination metadata.

• Actor start (actor-start)
• Paid results extraction (ads) — add-on (ads-extraction-attempt)

One parsed Google results page (organic results, related, People Also Ask, knowledge panel).

• AI Overview (ai-overview)
• Perplexity answer (perplexity-answer)
• Lead enrichment (email) (lead-enrichment)
• Additional data (additional-data)

One Google results page (about 10 organic results) for one of your queries, after your country, language, date and operator filters: organic results with real URLs, ranks, domains, snippets and dates, plus the Places pack, Top stories, knowledge panel and related searches when Google shows them. Never charged: queries with no results, pages Google refused, and pages beyond your limits.

• Full results page add-on (full-page-scraped)

Charged per 10 search results requested, per query (depth 10 = 1 unit, depth 20 = 2 units, depth 100 = 10 units).

• Actor Start (actor-start)

One SEO result row returned: a keyword (volume/CPC/difficulty/intent), a SERP element, a ranked/gap keyword, or an AI-Overview visibility record.

Charged once per organic search result returned. Ads, People Also Ask, related searches, sample rows and failure diagnostics are never charged.

Event description unavailable.

One keyword with its Ahrefs Keyword Difficulty score and top-SERP overview. Failed lookups are not charged.

Cost per Google Search results page successfully scraped.

• Actor start (actor_start)

Event description unavailable.

One page of Google web results read, about ten organic results with title, link and snippet. Google serves ten results a page, so deeper searches read more pages and are charged per page. A search that could not be read is never charged.

• News search read (search)
• News story returned (story)

Price per serp page scraped

One keyword with Google Ads search volume data saved. Keywords without data, invalid keywords and duplicates are free.

• Lookup (batch)

One delivered Google results page: up to ~10 organic results with all SERP features (AI Overview, People also ask, local pack, ads, featured snippet, related searches…). Also one Google News page (up to 10 articles) or one Google Images page (up to 100 images).

• Run start (run-start)
• Search results page with search operators (operator-serp-page)
• Google AI Mode answer (ai-mode-answer)
• AI Overview loading (ai-overview-load)
• Pixel positions (pixel-positions)
• Extra “People also ask” question (paa-extra-question)
• Fast processing add-on (fast-processing)
• Instant processing add-on (instant-processing)
• Search without results (search-without-results)

Charged per query for Google Search and Fast Light, and per query in Bulk Search (up to 100 queries per run).

• Full SERP Result (search-full-result)
• AI Mode Result (ai-mode-result)
• People Also Ask Result (people-also-ask-result)

Charged per unique Yandex result returned ($4.00 per 1,000). A full page of 10 organic results costs about $0.04.

• Actor Start (actor-start)
• Zero-result Query (zero-result-query)

One Google Maps review with author, rating, text, date and photos.

One successful API response saved to this run, including valid empty responses. Each continuation page is one request. Failed requests and transport retries are not charged. Result rows are not separate paid events.

Event description unavailable.

Charged per 10 search results requested, per query (depth 10 = 1 unit, depth 20 = 2 units, depth 100 = 10 units).

• Actor Start (actor-start)

One result row written to the dataset.

Platform accounting charge, applied per row stored in the dataset.

• Setup (setup)
• Page Processing (page_processed)

Platform accounting charge, applied per row stored in the dataset.

• Page of results returned (page_returned)

Event description unavailable.

Charged per search result returned

• Actor start (actor-start)

Cost per successful search result item scraped

• search page (result-page)

One product card from a search — title, style ID, lowest ask and highest bid.

• Product + live order book (product-detail)

One de-duplicated search result in your dataset, with its title, full snippet, destination URL, domain, source name, rank and date.

Charged for each Amazon search result row saved to the dataset (one product card per event).

Standard Google organic search result.

• PAA (paa)
• Related (related)
• Rich snippet (rich-snippet)
• Knowledge panel (knowledge-panel)
• Local pack (local-pack)
• Widget (widget)