Review Intelligence to Notion

Aggregate reviews across platforms, score them and push a brand-level review digest straight into Notion.

Public reviews only — reviewer identities are shown exactly as published on the source platform.

📊 Sample Output

brand	source	data_source	rating_distribution	top_complaint_themes	top_praise_themes
Notion: Notes, Tasks, AI	app_store	https://apps.apple.com/us/app/notion-notes-tasks-ai/id1232780281?uo=4	{'1': 31, '2': 16, '3': 14, '4': 7, '5': 32}	[{'theme': 'frustrating', 'mentions': 5}, {'theme': 'bad', 'mentions'…	[{'theme': 'love', 'mentions': 7}, {'theme': 'best', 'mentions': 6},…
	app_store

Real rows from run Ano2VBkkTRxmEGV0k on build 0.0.10 (2026-09-24), unedited apart from masked emails/phones and shortened long text; fields the source does not publish are empty.

⚙️ Sample inputs

This is the Store example input — the same input Apify's automated check runs — so it is proven to return rows on the current build. Paste it into the input form, or send it through the API, CLI or a schedule:

{
  "apps": [
    "Notion"
  ],
  "source": "app_store",
  "maxReviewsPerApp": 100,
  "country": "us",
  "language": "en",
  "sortBy": "mostRecent"
}

🔧 Input reference

Field	Type	Default	What it does
apps (required)	array	["Notion"]	What to score, one per line. The format depends on the chosen source: • app_store — App Store name, numeric App ID, or apps.apple.com URL (e.g. 'Notion', '1232780281', 'https://ap%E2%80%A6
source	string (app_store, google_play, g2, trustpilot)	"app_store"	Which public review source to read from. app_store (Apple App Store) and google_play (Google Play) are the proven, ~93%+ reliable primary sources. g2 and trustpilot are also avail…
maxReviewsPerApp	integer	100	Maximum number of reviews to read per item before computing the scorecard (more reviews = more reliable themes and trend).
country	string	"us"	Storefront / region code for app_store and google_play (us, gb, ca, de, fr, jp, br, in, au, mx, etc.). For App Store, if the chosen storefront returns nothing the Actor automatica…
language	string	"en"	Language code for google_play reviews (e.g. en, es, de, fr). Ignored for other sources.
sortBy	string (mostRecent, mostHelpful)	"mostRecent"	Review ordering for app_store / google_play: newest first or most relevant/helpful first.
notionConnector	string		Connect your Notion workspace and this Actor writes the scorecards into a brand-new Notion database in the same run — it never sees your Notion credentials. Authorize a Notion MCP…
notionParentId	string		Optional. The Notion page ID to create the scorecard database under. If blank, Notion creates it as a private page in your workspace.
supabaseConnector	string		Optional. Connect your own Supabase project and the results are also inserted into a table in the same run — the Actor never sees your Supabase credentials. Authorize a write-scop…
supabaseTable	string	"nexgendata_leads"	Target table in the public schema (created if missing, with id, a jsonb data column, and a scraped_at timestamp). Default: nexgendata_leads.
supabaseProjectId	string		Your Supabase project reference (e.g. abcdefghijklmnop). Required unless your connector URL is already project-scoped. Find it in your project URL: supabase.com/dashboard/project/…
deliveryDedup	boolean	true	When on (default), records already delivered in a previous run are not delivered again to the same destination — so scheduled runs only push new items. Turn off to deliver every r…

🧾 JSON sample record

One real record from run Ano2VBkkTRxmEGV0k (emails/phones masked, long text shortened):

{
  "brand": "Notion: Notes, Tasks, AI",
  "source": "app_store",
  "data_source": "https://apps.apple.com/us/app/notion-notes-tasks-ai/id1232780281?uo=4",
  "review_count": 100,
  "average_rating": 2.93,
  "rating_distribution": {
    "1": 31,
    "2": 16,
    "3": 14,
    "4": 7,
    "5": 32
  },
  "recent_average": 2.7,
  "top_complaint_themes": [
    {
      "theme": "frustrating",
      "mentions": 5
    },
    {
      "theme": "bad",
      "mentions": 4
    },
    {
      "theme": "slow",
      "mentions": 3
    },
    {
      "theme": "bugs",
      "mentions": 3
    },
    {
      "theme": "issue",
      "mentions": 3
    },
    {
      "theme": "never",
      "mentions": 3
    },
    {
      "theme": "terrible",
      "mentions": 2
    },
    {
      "theme": "crashes",
      "mentions": 2
    }
  ],
  "top_praise_themes": [
    {
      "theme": "love",
      "mentions": 7
    },
    {
      "theme": "best",
      "mentions": 6
    },
    {
      "theme": "great",
      "mentions": 5
    },
    {
      "theme": "recommend",
      "mentions": 3
    },
    {
      "theme": "amazing",
      "mentions": 3
    },
    {
      "theme": "perfect",
      "mentions": 3
    },
    {
      "theme": "easy",
      "mentions": 2
    },
    {
      "theme": "wonderful",
      "mentions": 2
    }
  ],
  "recent_negative_reviews": [
    {
      "rating": 3,
      "date": "2026-09-23T02:05:36-07:00",
      "snippet": "Lots of unresponsive buttons. i can’t color my text at all. highlighting a text will only let me color,bold,italic, etc a half of the text. constant freezing, i have to close the app a bunch of times."
    },
    {
      "rating": 1,
      "date": "2026-09-22T21:45:43-07:00",
      "snippet": "Consistently buggy"
    },
    {
      "rating": 3,
      "date": "2026-09-21T12:21:30-07:00",
      "snippet": "the app messes up whenever i try to type. It literally doesn’t let me thpe and i have to keep resetting it every 5 minutes. Its the same on my ipad, the keyboard pops up then goes away like 7 times."
    },
    {
      "rating": 1,
      "date": "2026-09-21T00:24:02-07:00",
      "snippet": "."
    },
    {
      "rating": 1,
      "date": "2026-09-20T07:23:00-07:00",
      "snippet": "One of the worst apps to be using on iPad or the iPhone. Notion is only good on the Mac or MacBook. They have been terrible iOS and iPad OS for years now. I have been through multiple is upgrades from 18 to 27 now and when Apple is getting better with upgrades notion is still in "
    }
  ],
  "data_available": true,
  "as_of_timestamp": "2026-09-24T23:58:26.458135+00:00",
  "business_total_reviews_reported": 90214,
  "business_store_rating": 4.77597
}

💰 Pricing

Event	Price (USD)	When it is charged
Actor Start (apify-actor-start)	$0.005	Charged when the Actor starts running. Number of events charged depends on Actor memory (one event per GB, minimum one event).
Brand scorecard (result)	$0.05	Charged per brand review-intelligence scorecard.

Pay-per-event: you pay only for what the run delivers. A run that delivers nothing bills no result events (only the actor-start event, when the actor defines one). Example: a run that delivers 100 results costs 100 × $0.05 = $5.00 plus the start fee.

🔗 Related Actors

More from the NexGenData Social, video & reviews family:

• iOS App Store Reviews Scraper — No API Key, Pay Per Record
• Podcast Episodes Scraper — Episode Metadata API
• RAG Web Browser — Web Content for AI & LLMs
• StackOverflow Scraper — Q&A & Dev Trends
• Universal Video Extractor — Any URL to Downloadable Video
• WCAG 2.2 Accessibility Auditor — Bulk axe-core

6 more in this family on the NexGenData Store page.

⏰ Run this as a weekly review monitor (recommended)

New results land continuously. Schedule a weekly sweep (0 8 * * 1) and catch fresh results as they post — always-on review monitoring.

📊 What you get

Clean JSON, one record per result (full output has 12 fields):

• brand — Brand
• source — Source
• data_source — Data source
• review_count — Review count
• average_rating — Average rating
• rating_distribution — Rating distribution
• recent_average — Recent average
• top_complaint_themes — Top complaint themes
• top_praise_themes — Top praise themes
• recent_negative_reviews — Recent negative reviews

Pricing: $0.05 per result (Pay-Per-Event) — about 20 per $1. Actor start fee $0.005 per run. Live prices are in the Pricing table below.

🤖 Use with AI agents

Point Claude, the OpenAI Agents SDK, an n8n flow or any MCP-aware client at it and pull data on demand.

Agentic payments (x402): Supports agentic payment via x402 — agents can call this actor with USDC, no API key required.

🔗 Related actors

Review & app intelligence family — monitor reviews across every platform, score them, pipe them to Notion:

Apple App Store · Google Play Store · Google Play Reviews · iOS App Store Reviews · Google Maps Reviews · Amazon Reviews · Capterra Reviews · AI Sentiment Analyzer

Agent front door — Review Intelligence MCP: Review Intelligence MCP

This actor is currently private — treated and ready for review.

Public web data, assembled for research and monitoring.