Notes from the team running the index.
Integration guides, category comparisons and creator-data deep-dives from the team that runs the index behind api.ugcroster.com/v1.
Creator Data API
Oct 18, 2026
CreatorDB API: What the Endpoints Actually Return
The CreatorDB API: what the endpoints actually return, how access is gated, and where it breaks at scale, plus the alternatives worth testing.
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Creator Data API
Creator Email and Contact Data API: Legal Returns
A creator email and contact data API can return less than vendors imply. See what is legitimate, what is scraped risk, and how to test before you buy.
Oct 18, 2026Read →
Creator Data API
CreatorDB Alternative for Creator and UGC Data, Priced
Evaluating a CreatorDB alternative for creator and UGC data? Compare endpoints, auth, credit pricing and what breaks at scale before you build.
Oct 10, 2026Read →
Creator Data API
Creator Database: What to Look For Before You Buy
Creator database guide: the fields that matter, why engagement rate is a methodology not a fact, and how to measure contactable yield.
Oct 1, 2026Read →
Creator Data API
Where to Find UGC Creators: 7 Channels Ranked
A ranked breakdown of every channel for finding UGC creators, covering creator databases, brief applications, marketplaces, your own customers, on-platform search, communities, and agencies. Each channel is assessed by cost per usable creator, sourcing speed, and who owns the relationship afterwards. Includes a decision table, expanded guidance on free methods, and a full FAQ targeting related searches.
Oct 1, 2026Read →
Creator Data API
Influencer API: Discovery vs Lookup, and What to Look For
Influencer API guide: how to tell discovery from lookup, what a record should return, how it is metered, and when an export is enough.
Oct 1, 2026Read →
Creator Data API
Influencer Database Comparison: 10 Tools, Real Prices
Ten influencer databases compared on what they actually cost, whether email is filterable, whether the API is self-serve, and real platform coverage. Two publish no price at all.
Oct 1, 2026Read →
Creator Data API
SociaVault Review: Pricing, Endpoints and Alternatives
SociaVault (not Social Vault) reviewed: credit-pack pricing, the three-parameter search limit, TikTok-only audience data, and alternatives.
Oct 1, 2026Read →
Creator Data API
Scrape Creators API: Pricing and Credits Explained
Scrape Creators API pricing: credit tiers, free cache hits, per-page billing, and what 100,000 profile lookups really cost.
Oct 1, 2026Read →
Creator Data API
Scrape Creators Review: Pricing, Gaps, and Alternatives
A honest breakdown of what Scrape Creators does well (cheap, broad, agent-native social scraping) and where it stops (no filtered discovery, no enrichment, no workflow), with a clear decision framework for teams building creator features.
Oct 1, 2026Read →
Creator Data API
Moving Your Web Scraping Off Apify: A Practical Guide
Migrate off Apify Actors: endpoint mapping, the polling and normalization code you delete, field renames and a safe cutover plan.
Oct 1, 2026Read →
Creator Data API
Apify YouTube Scraper: Pricing, Limits and Alternatives
Apify YouTube scraper costs per video rather than per channel. What that means for creator evaluation, and the alternatives.
Oct 1, 2026Read →
Creator Data API
Apify Instagram Scraper: Pricing, Limits and Alternatives
Apify Instagram scraper pricing by plan tier, the 3.41-star hashtag Actor, and alternatives when you need filtered creator discovery.
Oct 1, 2026Read →
Creator Data API
Apify TikTok Scraper: Pricing, Limits and Alternatives
Apify TikTok scraper pricing and limits: clockworks Actor costs, the async run model, and alternatives when you need creator discovery.
Oct 1, 2026Read →
Creator Data API
Apify Actors for Influencer Discovery, Reviewed
Apify Actors for finding creators and emails, reviewed: real user counts, pricing changes and what to use when discovery is the feature.
Oct 1, 2026Read →
Creator Data API
Apify Pricing Explained: Compute Units, Credits and Real Cost
Apify pricing decoded: what a compute unit really costs, the four metered categories, tier-dependent Actor prices and expiring credits.
Oct 1, 2026Read →
Creator Data API
Apify Alternative: Scrapers, Pricing and What to Use Instead
Apify alternative compared: Actor pricing, compute units, the async run model, and when a dedicated social data API fits better.
Oct 1, 2026Read →
Creator Data API
Social Media Data APIs Compared: Apify vs Scrape Creators vs SociaVault
Social media data APIs compared on real pricing, what each returns, discovery filters and platform coverage. Verified October 2026.
Oct 1, 2026Read →
Creator Data API
Modash Alternative for Creator and UGC Data: APIs
Comparing a Modash alternative for creator and UGC data? See the real endpoints, auth, credit pricing, and rate limits before you write a line of code.
Sep 24, 2026Read →
Creator Data API
EnsembleData API: What It Actually Returns in 2026
EnsembleData API: which endpoints exist, what the JSON actually contains, how credits burn at scale, and when a roster API beats raw scraping.
Sep 24, 2026Read →
Creator Data API
Affiliate Link API: Create and Track Clicks at Scale
Build affiliate links and track clicks through an affiliate link API: real endpoints, credit costs, attribution gaps, and what breaks at scale.
Sep 23, 2026Read →
Creator Data API
Build an AI Agent That Sources and Briefs UGC Creators
Build an AI agent that sources and briefs UGC creators: the exact API calls, schemas, rate limits and failure modes that engineers hit at scale.
Sep 5, 2026Read →
Looking for the rest of Roster’s writing? Every post (creators, brands and comparisons) lives on the main blog.
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