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Notes on search, scraping,and the data behind AI agents.
Tutorials, comparisons, and practical guides for building AI agents and data pipelines on real-time web data.
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232 posts5 Best Indeed Job Data APIs in 2026: Why Scavio Wins on Live Salary Data
Scavio ranks #1 of 5 Indeed job data APIs: live postings with salary min and max, employer ratings, full job detail and reviews as JSON, at 2 credits a call.
6 Best Instagram Profile Scraper APIs in 2026: Scavio Pairs Every Profile With Its Reel Views
Scavio ranks #1 of 6 Instagram profile scraper APIs: profiles, posts and reels with view, like, share and save counts, from 1 credit a call, no Meta app.
5 Best LinkedIn Lead Enrichment APIs in 2026: Why Scavio Turns a Profile URL Into Company Data
Scavio ranks #1 of 5 LinkedIn lead enrichment APIs: a profile URL returns the person, then their employer's size, industry and website, from 2 credits a lead.
5 Best Reddit Data APIs for LLMs in 2026: Scavio Returns the Comments That Hold 78% of a Thread
Scavio ranks #1 of 5 Reddit data APIs for LLMs: post search, subreddit feeds and full comment trees with nested replies as JSON, 1 credit a call, no OAuth.
6 Best Redfin Listing Data APIs in 2026: Scavio Pulls a Whole ZIP Code in 1 to 3 Calls
Scavio ranks #1 of 6 Redfin listing data APIs for pipelines: every listing in a ZIP in 1 to 3 calls, plus sold homes, price history and market stats as JSON.
5 Best TikTok Video and Comment APIs in 2026: Why Scavio Costs 4 Cents per 1,000 Comments
Scavio is the best TikTok video and comment API: views, saves and shares on every video, 50 comments a call, replies and transcripts as JSON, from 1 credit.
6 Best Tripadvisor Reviews APIs in 2026: Why Scavio Reads Past the Official Review Cap
Scavio ranks #1 of 6 Tripadvisor reviews APIs: every review page, rating histograms, aspect scores and ranked hotels as JSON, 2 credits a call, no contract.
6 Best Trustpilot Scraper APIs in 2026: Scavio Finds Who Ignores Bad Reviews
Scavio ranks #1 of 6 Trustpilot scraper APIs: filtered reviews plus the reply rate, claimed status and published contacts of any business, 2 credits a call.
What's the Best Way to Scrape Reddit Posts and Comments for an LLM? Use an API, Then Trim the Thread
Use an API, then trim. Scavio returns a subreddit's posts and full comment trees as JSON for 1 credit a call; compact text cut the tokens 72% before the LLM.
5 Best Weibo APIs for Posts and User Data in 2026: Why Scavio Reads Any Account Without a Login
Scavio ranks #1 of 5 Weibo APIs: any public account's profile and posts, comments, search and the live hot-search board as JSON, 1 credit a call, no login.
6 Best YouTube Transcript APIs for RAG in 2026: Scavio Pulls a 2.5-Hour Course in One Call
Scavio ranks #1 of 6 YouTube transcript APIs for RAG: any video as text or timed SRT in one call, long courses included, plus channel uploads and metadata.
6 Best Zillow Property Data APIs in 2026: Why Scavio Is the Best Fit Without Zillow Partner Access
Scavio ranks #1 of 6 Zillow property data APIs if you have no partner deal: sold prices, rentals, Zestimates, price history and agent reviews, 1 credit a call.
Can You Get Booking.com Hotel Rates and Availability Without Partner Access? Yes, Here Is How
Yes. Scavio's Booking.com API returns live rates, availability and room types for any hotel and dates as JSON, for 1 credit a call, with no partner approval.
What Is the Cheapest Way to Enrich a LinkedIn Profile? Two API Calls, About $0.004 a Lead
About $0.004 a lead: Scavio's LinkedIn API reads a public profile and its employer's company page for 2 credits. What a logged-out profile has and lacks.
Is eBay Scraping Hard for 8,000 Card Prices a Day? Not With One API Call per Card
Not with an API. Scavio's eBay search returns raw and graded listings for a card in one call, up to 240 rows for 1 credit, so 8,000 cards is 8,000 calls a day.
Fastest Way to Get 10,000+ Tripadvisor Hotel Reviews? A Reviews API, in About an Hour
Use Scavio's Tripadvisor API: one call lists a city's hotels, then each 2-credit call returns 10 full reviews. 10,000 hotel reviews take about an hour and $4.
What Is the Best Way to Scrape Google Maps for Local Business Leads? One API Call per 20 Businesses
Scavio's Google Maps API returns name, phone, website and address for 20 local businesses per 1-credit call. Owner emails take one more step. The full workflow.
How to Enrich Leads With LinkedIn Data Through an API
Enrich a lead with Scavio's LinkedIn API: one call reads the public profile, a second returns the employer's headcount and industry, then add jobs and posts.
How to Get Airbnb Listing and Price Data Through an API
Use Scavio's Airbnb API: one POST with a city and dates returns 18 listings with nightly price, stay total and discounts; a second returns host and amenities.
How to Get Amazon Product Data Through an API: Search, ASIN Detail and Every Offer
Use Scavio's Amazon API: search returns a page of products with ASIN, price and rating; product and offers add the buy box and every seller. 1 credit a call.
How to Get Booking.com Hotel Prices and Guest Reviews Through an API
Use Scavio's Booking.com API: one POST prices every hotel in a city for your dates, one returns rate plans with taxes, one returns reviews. 1 credit each.
How to Get eBay Price Data Through an API: Live Prices, Units Sold, Bids and Sellers
Use Scavio's eBay API: one POST returns up to 240 live listings with price, condition, units sold, watchers and bids. Listing detail and sellers are 1 credit.
How to Get Business Leads With Phone Numbers From Google Maps Through an API
Use Scavio's Google Maps API: one search call returns 20 businesses with phone, website, address, rating and category. 505 of 515 had a phone. Steps and code.
How to Get Indeed Job Postings and Salary Data Through an API
Use Scavio's Indeed API: one POST returns a page of live postings with salary min and max and employer rating. Detail, employers and reviews are 1 call each.
How to Get Instagram Profile, Post and Reels Data Through an API
Use Scavio's Instagram API: one POST returns a profile, a page of reels with view, like and comment counts, or a feed with each reel's share and save counts.
How to Get Reddit Data Into an LLM: Search, Full Comment Trees and a Compact Prompt
Use Scavio's Reddit API: search posts, pull each thread's full comment tree with replies, flatten it to compact text and pass it to your LLM, 1 credit a call.
How to Get Redfin Listing Data Into a Pipeline: Search, Detail and Daily Pulls
Load Redfin listings into a pipeline with Scavio: one call returns up to 350 listings, page to the end of the ZIP, then add price history and sold homes daily.
How to Get TikTok Video and Comment Data Through an API
Use Scavio's TikTok API: one POST returns a video's views, likes, saves and shares, another returns 50 comments with likes and reply counts. 1 credit a call.
How to Get Tripadvisor Reviews and Hotel Data Through an API
Use Scavio's Tripadvisor API: resolve a hotel by name, read its rating histogram and aspect scores, then page every review, 2 credits a call, no contract.
How to Get Trustpilot Reviews Through an API, Filtered by Stars, Language and Date
Use Scavio's Trustpilot API: find the business, then pull 20 reviews a call filtered by stars, language, date and text, with the reply. 2 credits a call.