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$3.50 / 1,000 results

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TikTok Scraper - Trends, Creators, Hashtags [NO COOKIES] ✅

Try for free

Trending TikTok videos, hashtags, creators, and songs - all in one Actor across 8 search modes. Flat $3.50 per 1,000 results. No cookies, no login, no run-start fee. Direct TikTok Creator Marketplace link included on every creator row.

Pricing

$3.50 / 1,000 results

Rating

5.0

(3)

Developer

Unseen User

Actor stats

Bookmarked

286

Total users

Monthly active users

8 days ago

Last modified

Changelog

All notable changes to TikTok Scraper - Trends, Creators, Hashtags, Songs [NO COOKIES] are documented here. The Actor follows Keep a Changelog formatting; new entries are added at the top.

[1.9.0] - 2026-10-03

Removed

verified, bio, and bioLink fields from UserRow. Testing against the data source confirmed these fields are not included in any current response shape (trending feed, popular creators, search users), so every row was shipping verified: false, bio: null, bioLink: null. Removing them from the schema aligns the Actor's output with what it can actually deliver and shortens the dataset table. Buyers who filter their automations on these keys should drop that filter.
The ACTOR_DEBUG_USER_SHAPE env-var-gated one-time response probe, no longer needed.

Changed

UserRow.creatorCountry continues to fall back to the Actor's region input (unchanged from 1.8.0), and the output row's tcmLink continues to be constructed from the handle when the data source doesn't provide one.
Dataset "Creators only" view no longer shows the Verified / Bio / Bio Link columns.

[1.8.0] - 2026-10-02

Removed

followerCountBucket input. Testing confirmed the data provider silently ignored the parameter, so the Actor was over-fetching and filtering client-side - which cost upstream credits without producing additional billable rows. Narrow by followerCount on the output dataset after the run completes.
creatorCountry input. Only ever consumed by the direct popular_creators path. The Actor now auto-derives it from the main region field, so a popular_creators run with region=US still narrows to US creators.
audienceCountry input. Same reason as creatorCountry: only read by the direct path, no effect on the fallback path, and no reliable way to confirm the data provider honored it. For audience-geography segmentation, filter the dataset in post-processing.
sortBy input. Never forwarded to the data provider in any mode. Buyers who selected a sort hint got the mode's natural ordering regardless. Dropping the input stops advertising a feature that wasn't live.

Changed

popular_creators output row's creatorCountry now falls back to the Actor's region input when the data provider doesn't return a value, so the field is populated on every row instead of being null on the derived fallback path.
Pay-per-event schema collapsed from 13 events to 5: nine mode-specific slugs (trending_feed_video, popular_hashtag_listing, popular_creator_listing, hashtag_search_video, keyword_search_video, user_search_result, top_search_result, song_detail_fetched, song_video_result) are merged into a single result_row event at $0.0035 per row. The four 1.7.0 enrichment events are unchanged.
Dataset rowType enum now accepts photo and region_summary (previously these rows were silently dropped by the dataset validator).

Fixed

enableRegionSummary now actually produces the summary row at the end of a region-based run. Before, the row was being emitted but Apify's dataset validator rejected it because region_summary wasn't in the rowType enum.
Key-value store writes for trend intelligence (rank history, co-occurrence) no longer fail silently. The key format used : as a separator, which isn't in Apify's allowed character set for KVS keys; separators are now -.
Run logs no longer leak the data provider's error-response body, internal API endpoint paths, or the word "upstream". Buyer-facing warnings now use neutral category labels like "trending feed" and "popular creators".

Backward compatibility

Any saved Task that set followerCountBucket, creatorCountry, audienceCountry, or sortBy continues to run - Apify ignores unknown input fields. Behavior is now whatever that mode produces without the (previously ineffective) filter.
Per-row cost is identical ($0.0035). Invoices now show one Result row × N line instead of mode-specific lines.

1.7.0 - 2026-10-02

Added — four opt-in enrichment events

All default to OFF; existing saved Tasks run identically to 1.6.0 with no new charges.

trend_intelligence ($0.005/row) — adds rank velocity (points per day), saturation score (0-100), early-trend flag with confidence, related hashtags from cross-run co-occurrence, and rank history for every hashtag and creator row from region-based modes. Requires ≥2 prior runs of the same mode+region to produce a non-null rankVelocity. Uses a stateful key-value store keyed by rankHistory:<mode>:<region>:<identifier> and cooccur:<mode>:<region>. Triggered by enableTrendIntelligence=true.
industry_classification ($0.005/row) — classifies each hashtag or song into one of 20 industry categories (Beauty, Fashion, Food, Fitness, Gaming, Entertainment, Finance, Technology, Travel, Automotive, Education, Home, Pets, Parenting, Sports, Music, Art, Business, Healthcare, Lifestyle) via a short LLM call. Uses the buyer's own Anthropic or OpenAI API key passed via aiEnrichmentApiKey. If no key is set, the event is silently skipped and nothing is charged. Max 30 output tokens per call. Triggered by enableIndustryClassification=true.
ai_brand_brief ($0.015/row) — generates a 2-3 sentence actionable brief per hashtag or song: what the trend is, which brand category fits, one example campaign angle. Uses the buyer's LLM key. Max 300 output tokens per call. Skipped silently (no charge) when the key is missing. Triggered by enableAiBrief=true.
region_summary_report ($0.05/report) — emits one aggregated row (rowType: 'region_summary') at the end of each region-based mode run (trending_feed, popular_hashtags, popular_creators). Includes totals, top-10 hashtags/sounds/creators, dominant industries (when classification is also on), and run-level averages for rank velocity, new-entry count, and saturation index. Triggered by enableRegionSummary=true.

Added — supporting input fields

aiEnrichmentApiKey (secret textfield, empty default) — the buyer's own Anthropic or OpenAI key. Never logged, never persisted beyond the run.
aiEnrichmentProvider (enum anthropic/openai, default anthropic).
aiEnrichmentModel (enum cheap-default/premium, default cheap-default). cheap-default = Claude Haiku 4.5 or GPT-4o mini. premium = Claude Sonnet 5.5 or GPT-4o. Override to any model string via AI_ENRICHMENT_MODEL_OVERRIDE env var.

Added — new row type

RegionSummaryRow (rowType: 'region_summary'). Fields: mode, region, scrapedAt, reportDate, runId, totalTrends, totalVideosScanned, totalCreatorsSeen, topHashtags[], topSounds[], topCreators[], industriesBreakdown[], avgRankVelocity, newEntryCount, saturationIndex.

Added — nested enrichment fields

Appear on existing row types only when the corresponding event fires. Always null otherwise (consistent row shape).

HashtagRow: rank, topVideos[], relatedHashtags[], topSounds[], rankHistory[], regionComparison[], rankVelocity, saturationScore, isEarlyTrend, earlyTrendConfidence, industry, aiBrief.
SongRow: topVideos[], similarSongs[], rankHistory[], rankVelocity, saturationScore, isEarlyTrend, industry, aiBrief.
UserRow: rankHistory[], rankVelocity (in addition to the 1.5.0 fields).

Security

src/sanitize.ts redactor extended to catch Anthropic (sk-ant-*) and OpenAI (sk-*, sk-proj-*) key formats, plus authorization: Bearer ... headers. The buyer's LLM key is never persisted, never logged, and discarded when the run ends.

Terms of Service

New section 17 added to the Terms of Service in README.md covering optional third-party AI service usage. Existing sections 0-16 unchanged.

Backward compatibility

All 11 saved Tasks that worked in 1.6.0 return byte-identical output in 1.7.0 as long as the 4 new enable* toggles stay false (the default). No existing field key changed, no existing field type changed, no existing default changed.

1.6.0 - 2026-10-02

Added

New PhotoCarouselRow output row type (rowType: 'photo'). The top_search mode now returns photo-carousel posts (TikTok's multi-image "photo mode") as their own rows alongside video rows, instead of silently dropping them. Each row carries imageUrls[], imageCount, coverUrl, and the same statistics / author / music / commerce fields as video rows.
New optional input videoPostedWithin (enum of 7 values: empty default, yesterday, this-week, this-month, last-3-months, last-6-months, all-time). Passed natively to the data provider for search_keyword (as date_posted) and top_search (as publish_time). Native upstream filter means setting a tighter window reduces cost, not increases it. Ignored by every other mode.

Backward compatibility

PhotoCarouselRow is additive; no existing row type is changed. Buyers who filter on rowType in ('video', 'user', 'hashtag', 'song') will not see the new rows unless they add 'photo' to their filter.
videoPostedWithin defaults to empty string = today's behavior. Existing saved Tasks that don't set it return the exact same data as before.

1.5.0 - 2026-10-02

Added

popular_creators mode now calls a direct provider endpoint when available, returning real rank data, TikTok Creator Marketplace IDs and links, and per-creator top-video previews.
Three new optional input fields on popular_creators: followerCountBucket, creatorCountry, audienceCountry. Note: all three were later removed in 1.8.0 after testing confirmed they were not reliably honored by the data provider; see the 1.8.0 Removed section.
Five new nullable fields on every creator row: rank, tcmId, tcmLink, creatorCountry, topVideos[]. Populated by the direct path; null elsewhere.

Changed

Clarified error messages for malformed Song URLs in song_intel: the Actor now logs the expected URL shapes before an upstream rejection, so buyers see what to fix before the run finishes.
Removed all surface mentions of the upstream provider from the input form and dataset schema. Form descriptions now use neutral language.

Safety

The direct popular_creators path auto-falls back to the previous derive-from-trending logic on any upstream error or empty response. The fallback output is identical to the pre-1.5.0 output.
Env var ACTOR_USE_DIRECT_POPULAR_CREATORS=0 forces the fallback path for the entire run.

1.4.0 - 2026-10-01

Added

26 new countries in the region enum: HK, TW, RU, AT, CH, IE, NZ, HU, UA, MA, KE, QA, KW, LB, DO, VE, EC, CR, PR, BG, SK, HR, SI, LT, LV, EE. Total region coverage is now 69 countries.
URL and handle normalization on queries (used by search_users, search_keyword, top_search): accepts @user, full profile URLs (https://www.tiktok.com/@user), and bare handles equivalently.
URL normalization on songUrls (used by song_intel): accepts bare numeric song IDs and short share URLs (vm.tiktok.com, vt.tiktok.com) in addition to the canonical music URL.

Changed

Input schema wording pass: every field title and description now explains itself with a concrete example. The 3-step form flow is explicit, with the mode label pointing to the one field each run needs.
Hard upper cap on maxResults removed. Any positive number is now accepted; internal per-mode safety caps still prevent runaway bills.

Removed

minFollowers and minVideoCount input filters. Both were applied client-side after fetching results from the data provider, which meant filtered rows cost the Actor money with no revenue. Filtering is now the buyer's responsibility on the output dataset.

1.3.0 - 2026-09-24

Added

Paid-plan gate on the Apify platform. Free-plan runs exit immediately with a clear notice explaining how to upgrade, before any upstream call is made and before any charging event fires. Local development runs are unaffected.
Paid-plan notice is surfaced in the Overview dataset view so buyers see it without digging into logs.

Changed

Hardened the paying-user path end-to-end: all 8 modes verified to produce charged output rows under the paid plan with no cross-mode regressions.

1.2.0 - 2026-09-23

Changed

Free-plan result cap reduced from 50 to 5 dataset items. Free-plan runs are a marketing surface, not a product tier.
maxResults is intersected with the billing-plan cap inside each mode so the fetch loop sizes correctly and no upstream call is wasted on data that would be dropped.

1.1.5 - 2026-07-29

Changed

maxResults = 0 now explicitly means "fetch everything the provider returns" (subject to per-mode safety caps).
Clarified in-form that filter inputs set to 0 or left blank disable the filter and keep every row.

1.1.0 - 2026-07-09

Added

popular_creators enrichment: each creator surfaced from trending is enriched via a dedicated profile lookup, populating bio, bioLink, verified, followerCount, videoCount, and more.
Full pagination for trending_feed, popular_hashtags, and popular_creators via a dedup-and-stall loop.
Graceful upstream error handling on song_intel video pagination and on popular_* modes: a transient upstream error returns what has been collected so far instead of failing the run.

Changed

Flat pricing: every pay-per-event normalized to $0.0035 per row, so every mode bills $3.50 per 1,000 results with no mode-specific markup and no run-start fee.
search_* modes updated to match a new provider response shape (search_item_list, aweme_list, user_list, and items[] with content-type discriminator in top_search).
popular_hashtags and popular_creators fallback to deriving from trending_feed while TikTok Creative Center is offline, so these modes still return rows instead of failing.

Fixed

bioLink now populates reliably by walking TikTok's bio_url, share_info.bio_url, and five other fallback keys.
Eliminated [object Object] in popular_creators username and avatar fields.
search_users stat parsing: follower, video, and heart counts are read from both nested stats and top-level user_info to match endpoint variations.

1.0.5 - 2026-07-07

Added

Minimal output schema wired into Apify so the dataset renders in the Output tab.
SEO README additions grounded in real keyword research.
SEO measurement baseline template to track position changes across releases.

1.0.4 - 2026-06-22

Added

Example Tasks section in README with 11 ready-to-run configurations covering trending, hashtag, creator, keyword, song, and cross-regional use cases.
Task bootstrapper script for programmatically seeding the example Tasks.

1.0.3 - 2026-06-18

Changed

Apify compute cost reduced via batched dataset pushes and tightened concurrency on multi-input modes. No output fields affected.

1.0.2 - 2026-06-10

Security

API key and provider credit balance redacted from every observable surface: run logs, status messages, error paths, and the key-value store.

Changed

Removed the Technical Details block from the README. User-facing docs no longer surface internal implementation details.

1.0.1 - 2026-05-25

Added

Free-plan cap at 50 dataset items (later reduced to 5 in 1.2.0), following Apify's recommended pattern for free-tier limiting.

Fixed

Output tab now renders the dataset correctly; output_schema reference adjusted to match Apify's expectations.

1.0.0 - 2026-05-12

Added

Initial release. 8 discovery modes in one Actor:
- trending_feed - viral TikTok videos by region
- popular_hashtags - top hashtags in a region
- popular_creators - top creators in a region
- search_keyword - find videos matching keywords
- search_hashtag - every video under a hashtag
- search_users - find creators by name or keyword
- top_search - mixed best results for a query
- song_intel - song details and every video using the song
Mixed-type dataset: each row carries rowType (video, user, hashtag, or song) and mode so one dataset can hold outputs from different modes.
Pay-per-event pricing at a flat $3.50 per 1,000 rows across all modes. No run-start fee.
No TikTok cookies and no login required.
Full input schema, output schema, dataset schema, and key-value store schema.
Live status web server (opt-in) exposing / and /status endpoints during a run.
Pagination, concurrency control, API-key redaction, and per-run cost monitoring.

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Changelog

[1.9.0] - 2026-10-03

Removed

Changed

[1.8.0] - 2026-10-02

Removed

Changed

Fixed

Backward compatibility

1.7.0 - 2026-10-02

Added — four opt-in enrichment events

Added — supporting input fields

Added — new row type

Added — nested enrichment fields

Security

Terms of Service

Backward compatibility

1.6.0 - 2026-10-02

Added

Backward compatibility

1.5.0 - 2026-10-02

Added

Changed

Safety

1.4.0 - 2026-10-01

Added

Changed

Removed

1.3.0 - 2026-09-24

Added

Changed

1.2.0 - 2026-09-23

Changed

1.1.5 - 2026-07-29

Changed

1.1.0 - 2026-07-09

Added

Changed

Fixed

1.0.5 - 2026-07-07

Added

1.0.4 - 2026-06-22

Added

1.0.3 - 2026-06-18

Changed

1.0.2 - 2026-06-10

Security

Changed

1.0.1 - 2026-05-25

Added

Fixed

1.0.0 - 2026-05-12

Added

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Changelog

[1.9.0] - 2026-10-03

Removed

Changed

[1.8.0] - 2026-10-02

Removed

Changed

Fixed

Backward compatibility

1.7.0 - 2026-10-02

Added — four opt-in enrichment events

Added — supporting input fields

Added — new row type

Added — nested enrichment fields

Security