Apify Store Actor Rankings
Every public scraper and automation actor on the Apify Store in popularity order, with monthly, weekly and quarterly user counts, 30-day run volume and success rate, reviews, bookmarks, categories and pricing (model, primary charge event, price per result). Snapshotted daily, so successive runs show which data sources are gaining or losing demand.
9,704 rows in the dataset · last run Oct 10, 2026
Download the dataset
Get every row this scraper has collected as one CSV or JSONL file. If the data is older than maxAgeHours, the scraper is re-run with its configured settings first. The key needs the datasets:export scope.
DOWNLOAD_ID=$(curl -s -X POST "https://api.pandorlabs.com/v1/datasets/apify-store-actors/downloads" \ -H "Authorization: Bearer $PANDORLABS_KEY" \ -H "Content-Type: application/json" \ -d '{"maxAgeHours":24,"format":"csv"}' | jq -r '.id')while true; do STATUS=$(curl -s "https://api.pandorlabs.com/v1/downloads/$DOWNLOAD_ID" \ -H "Authorization: Bearer $PANDORLABS_KEY" | jq -r '.status') [ "$STATUS" != "refreshing" ] && break sleep 5donecurl -s "https://api.pandorlabs.com/v1/downloads/$DOWNLOAD_ID/file" \ -H "Authorization: Bearer $PANDORLABS_KEY" \ -o dataset.csvAt its current 9,704 rows, this download costs 98 credits when the data is fresh enough, or 196 credits when it has to be refreshed first.
The rate is 1 credit per 100 rows cached and 2 credits live, charged on the rows in the dataset when the download becomes ready. A failed refresh is not charged. The file stays downloadable for 24 hours. See pricing.
Start a run
To choose the targets yourself, send the parameters below as input. The call returns 202 with the run; the key needs the scrapers:run scope and the account a positive credit balance.
curl -X POST "https://api.pandorlabs.com/v1/scrapers/apify-store-actors/runs" \ -H "Authorization: Bearer $PANDORLABS_KEY" \ -H "Content-Type: application/json" \ -d '{ "input": { "category": "ALL", "minUsers30Days": 0, "maxActors": 20000, "requestDelayMs": 500 } }'A run is billed at the live rate once it finishes: 2 credits per 100 rows it collected. A run that collects nothing costs nothing.
Parameters
Every parameter is optional. Anything you leave out uses the default shown here; an unknown name or an invalid value is rejected with a 400 that lists each problem.
Targeting
categoryenum
Store category
- Default
ALL- Allowed values
ALLAIAGENTSAUTOMATIONBUSINESSDEVELOPER_TOOLSECOMMERCEFOR_CREATORSINTEGRATIONSJOBSLEAD_GENERATIONMARKETINGMCP_SERVERSNEWSOPEN_SOURCEOTHERREAL_ESTATESEO_TOOLSSOCIAL_MEDIATRAVELVIDEOS
minUsers30Daysnumber
Min users in last 30 days
Skip actors with fewer monthly users. The store is ranked by popularity, so the long tail has close to zero.
- Default
0- Range
- at least 0
Advanced
maxActorsnumber
Max actors per run
- Default
20000- Range
- 1 to 100000
requestDelayMsnumber
Delay between requests (ms)
- Default
500- Range
- 200 to 30000
Input as JSON Schema
The same schema the API validates against. Use it as a tool input schema or to generate a typed client.
{ "type": "object", "additionalProperties": false, "properties": { "category": { "type": "string", "enum": [ "ALL", "AI", "AGENTS", "AUTOMATION", "BUSINESS", "DEVELOPER_TOOLS", "ECOMMERCE", "FOR_CREATORS", "INTEGRATIONS", "JOBS", "LEAD_GENERATION", "MARKETING", "MCP_SERVERS", "NEWS", "OPEN_SOURCE", "OTHER", "REAL_ESTATE", "SEO_TOOLS", "SOCIAL_MEDIA", "TRAVEL", "VIDEOS" ], "title": "Store category", "default": "ALL" }, "minUsers30Days": { "type": "number", "minimum": 0, "title": "Min users in last 30 days", "description": "Skip actors with fewer monthly users. The store is ranked by popularity, so the long tail has close to zero.", "default": 0 }, "maxActors": { "type": "number", "minimum": 1, "maximum": 100000, "title": "Max actors per run", "default": 20000 }, "requestDelayMs": { "type": "number", "minimum": 200, "maximum": 30000, "title": "Delay between requests (ms)", "default": 500 } }}Run, poll, read rows
The run is asynchronous. Poll it until it reaches a terminal status and its billing is paid, then page through its rows. Until then the rows endpoint answers 409 (still queued or running) or 402 (payment required).
RUN_ID=$(curl -s -X POST "https://api.pandorlabs.com/v1/scrapers/apify-store-actors/runs" \ -H "Authorization: Bearer $PANDORLABS_KEY" \ -H "Content-Type: application/json" \ -d '{ "input": { "category": "ALL", "minUsers30Days": 0, "maxActors": 20000, "requestDelayMs": 500 } }' | jq -r '.id')while true; do RUN=$(curl -s "https://api.pandorlabs.com/v1/runs/$RUN_ID" \ -H "Authorization: Bearer $PANDORLABS_KEY") STATUS=$(echo "$RUN" | jq -r '.status') BILLING=$(echo "$RUN" | jq -r '.billing.status') case "$STATUS" in queued|running) ;; *) [ "$BILLING" != "pending" ] && break ;; esac sleep 5doneecho "$RUN" | jq '{status, rowCount, billing}'curl -s "https://api.pandorlabs.com/v1/runs/$RUN_ID/rows?page=1&limit=100" \ -H "Authorization: Bearer $PANDORLABS_KEY"See the API reference for pagination, cancelling and listing runs.
Output fields
Rows have no fixed schema; these are the fields observed in the rows collected so far. Coverage is the share of rows where the field is present.
| Field | Type | Coverage |
|---|---|---|
| actor_id | string | 100% |
| agentic_payments | boolean | 100% |
| author_name | string | 100% |
| badge | string | 1% |
| bookmark_count | number | 100% |
| categories | array | 100% |
| description | string | 99% |
| picture_url | string | 90% |
| price_event | string | 99% |
| price_usd | number | 99% |
| pricing_model | string | 100% |
| review_count | number | 100% |
| review_rating | number | 100% |
| runs_30d | number | 94% |
| runs_failed_30d | number | 94% |
| runs_succeeded_30d | number | 94% |
| slug | string | 100% |
| store_position | number | 100% |
| success_rate_30d | number | 94% |
| title | string | 100% |
| total_builds | number | 100% |
| total_runs | number | 100% |
| total_users | number | 100% |
| username | string | 100% |
| users_30d | number | 100% |
| users_30d_to_90d_ratio | number | 89% |
| users_7d | number | 100% |
| users_90d | number | 100% |
| created_at | date | 100% |
| last_run_at | date | 100% |
| updated_at | date | 100% |
| _id | string | 100% |
