Pinterest Trends Scraper

📈 Pinterest trends for content research

Content planners, SEO researchers, ecommerce teams, and agencies can use Pinterest Trends Scraper to find ranked Pinterest trend terms and related searches for selected markets. It returns relative search interest, relative volume, growth momentum, seasonality, weekly history, audience context, and Pinterest source links so you can compare demand signals before planning content, products, or SEO work.

• Export structured Pinterest Trend Data for a selected market before building a content or product plan.
• Compare Pinterest Seasonal Trends when planning around seasonal search interest.
• Expand a seed phrase into Pinterest Related Keywords for new topic ideas.
• Review Pinterest Search Trends to compare relative demand in a market.
• Find rising terms with Pinterest Trending Keywords for a content brief.

📊 Ranked Pinterest terms and related searches

Published trend-list runs return rows for Pinterest trend terms. Seed-keyword runs return related search terms and keep the originatingTerm that led to each suggestion. Each row includes its market and the date or period described by Pinterest.

The data uses relative signals, not absolute search counts. Pinterest may omit a metric when it does not publish one. Growth objects include isCapped so a published ceiling is not mistaken for an exact value. Source links point back to Pinterest search or Trends context when available.

▶️ Run one focused Pinterest research job

Use one run for one coherent trend-research job. Choose published trend lists or seed keywords, then set one or more Pinterest markets. Fields for the other discovery method are ignored. Pinterest source availability can differ by market and date, so a market may return fewer or no rows.

1. Choose Published trend lists to read growing, seasonal, top-monthly, or top-yearly terms.
2. Choose Seed keywords to find related Pinterest search terms from one or more starting phrases.
3. Set markets and any date, ranking, category, event, or keyword filters.
4. Set maxItems when you want a run-wide cap, then open the default dataset.

⚙️ Input

Input fields

Field	Type	What it does
discoveryMethod	string	Required. Choose publishedTrendLists for Pinterest trend lists or seedKeywords for related search terms.
trendView	string	Used with publishedTrendLists. Choose growing, seasonal, topMonthly, or topYearly.
seedKeywords	array of strings	Used with seedKeywords. Adds one or more starting keywords for related Pinterest search terms.
markets	array of strings	Required. Adds one or more Pinterest market codes, such as US or GB.
endDate	string in YYYY-MM-DD format	Sets the report's last date. Leave blank to use the available source date.
lookbackDays	integer, minimum 1	Sets how many days of trend history to use. Leave blank to use the available history.
includeKeywords	array of strings	Keeps returned terms that match at least one of these keywords. This filters results and does not set seed keywords.
excludeKeywords	array of strings	Removes returned terms that match any of these keywords. Leave blank to remove none.
interestCategories	array of strings	Filters results by Pinterest interest category names shown by Pinterest.
seasonalEvents	array of strings	Filters results by seasonal event names shown by Pinterest.
minimumGrowth	number, minimum 0	Keeps terms with at least this growth percentage when Pinterest publishes one. Leave blank to keep all terms.
rankingBasis	string	Orders returned terms by weeklyGrowth, monthlyGrowth, yearlyGrowth, or relativeSearchInterest. Pinterest may not publish every signal for every term.
maxItems	integer, minimum 1	Stops after this many ranked terms across the run. Leave blank to return all available results until the source is exhausted. The schema has no fixed upper bound.

Default input example

This is the public input from a successful current beta default-input run.

{
  "discoveryMethod": "publishedTrendLists",
  "trendView": "growing",
  "markets": [
    "US"
  ],
  "lookbackDays": 30,
  "maxItems": 100
}

🧾 Output

Run output

Field	Type	What it does
dataset	URL string	Opens the default dataset with the saved Pinterest trend and related-search rows.

Trend row

This shape is used when termType is trend. Optional fields are omitted when Pinterest does not publish the value.

Field	Type	What it does
term	string	Pinterest trend search term.
termType	string	Identifies this row as trend.
market	string	Pinterest market code for the row.
sourceDate	string	Date or period that Pinterest gives for the row.
relativeSearchInterest	number, optional	Pinterest's relative search-interest value when published.
relativeVolume	number, optional	Pinterest's relative search-volume value when published.
momentum	object, optional	Published growth signals for the term. A period is omitted when Pinterest does not publish it.
momentum.weekly	object, optional	Weekly growth signal.
momentum.weekly.value	number	Weekly growth percentage published by Pinterest.
momentum.weekly.isCapped	boolean	Says whether Pinterest marks the weekly value as reaching its published ceiling.
momentum.monthly	object, optional	Monthly growth signal.
momentum.monthly.value	number	Monthly growth percentage published by Pinterest.
momentum.monthly.isCapped	boolean	Says whether Pinterest marks the monthly value as reaching its published ceiling.
momentum.yearly	object, optional	Yearly growth signal.
momentum.yearly.value	number	Yearly growth percentage published by Pinterest.
momentum.yearly.isCapped	boolean	Says whether Pinterest marks the yearly value as reaching its published ceiling.
seasonalitySignal	string, optional	Pinterest's published seasonality signal for the term.
weeklySearchHistory	array of objects, optional	Available weekly search-interest observations for the term.
weeklySearchHistory[].week	string	Week or week-start date described by Pinterest.
weeklySearchHistory[].relativeSearchInterest	number	Pinterest's relative search-interest value for that week.
audienceDemographics	object, optional	Pinterest's aggregate audience distributions for the term.
audienceDemographics.age	array of objects	Audience shares grouped by age range.
audienceDemographics.age[].range	string	Age range reported by Pinterest.
audienceDemographics.age[].percentage	number	Aggregate audience share for the age range.
audienceDemographics.gender	array of objects	Audience shares grouped by gender label.
audienceDemographics.gender[].label	string	Gender label reported by Pinterest.
audienceDemographics.gender[].percentage	number	Aggregate audience share for the gender label.
interestCategories	array of strings, optional	Pinterest interest categories associated with the row and used for filtering.
seasonalEvents	array of strings, optional	Pinterest seasonal events associated with the row and used for filtering.
sourceLinks	object, optional	Pinterest search or Trends context links for the row.
sourceLinks.search	URL string	Direct Pinterest search link for the term.
sourceLinks.trends	URL string	Direct Pinterest Trends link for the term.

Trend row example

This complete row comes from a successful current beta top-monthly run.

{
  "term": "fall nails",
  "termType": "trend",
  "market": "US",
  "sourceDate": "2026-09-14",
  "sourceLinks": {
    "search": "https://www.pinterest.com/search/pins/?q=fall+nails",
    "trends": "https://trends.pinterest.com/top_trends_filtered/?lookbackWindow=30D&endDate=2026-09-14&rankingMethod=1&country=US&trendsPreset=1&numTermsToReturn=5"
  },
  "relativeSearchInterest": 100,
  "relativeVolume": 100,
  "momentum": {
    "weekly": {
      "value": 0.2,
      "isCapped": false
    },
    "monthly": {
      "value": 6,
      "isCapped": false
    },
    "yearly": {
      "value": 0.06,
      "isCapped": false
    }
  },
  "seasonalitySignal": "0.99543524",
  "weeklySearchHistory": [
    {
      "week": "2026-08-17",
      "relativeSearchInterest": 21
    },
    {
      "week": "2026-08-24",
      "relativeSearchInterest": 33
    },
    {
      "week": "2026-08-31",
      "relativeSearchInterest": 60
    },
    {
      "week": "2026-09-07",
      "relativeSearchInterest": 86
    },
    {
      "week": "2026-09-14",
      "relativeSearchInterest": 100
    }
  ],
  "audienceDemographics": {
    "age": [
      {
        "range": "18-24",
        "percentage": 39
      },
      {
        "range": "25-34",
        "percentage": 37
      },
      {
        "range": "35-44",
        "percentage": 15
      },
      {
        "range": "45-49",
        "percentage": 4
      },
      {
        "range": "50-54",
        "percentage": 4
      },
      {
        "range": "55-64",
        "percentage": 4
      },
      {
        "range": "65+",
        "percentage": 4
      }
    ],
    "gender": [
      {
        "label": "male",
        "percentage": 4
      },
      {
        "label": "female",
        "percentage": 92
      },
      {
        "label": "unspecified",
        "percentage": 7.000000000000001
      }
    ]
  }
}

Related search term row

This shape is used when termType is relatedSearchTerm. It keeps the seed or primary term in originatingTerm. Pinterest can publish additional context fields for a related term, and optional fields are omitted when unavailable.

Field	Type	What it does
term	string	Pinterest related search term.
termType	string	Identifies this row as relatedSearchTerm.
market	string	Pinterest market code for the row.
sourceDate	string	Date or period that Pinterest gives for the row.
originatingTerm	string	Primary term that led Pinterest to return this related search term.
relativeSearchInterest	number, optional	Pinterest's relative search-interest value when published.
relativeVolume	number, optional	Pinterest's relative search-volume value when published.
momentum	object, optional	Published growth signals for the term. A period is omitted when Pinterest does not publish it.
momentum.weekly	object, optional	Weekly growth signal.
momentum.weekly.value	number	Weekly growth percentage published by Pinterest.
momentum.weekly.isCapped	boolean	Says whether Pinterest marks the weekly value as reaching its published ceiling.
momentum.monthly	object, optional	Monthly growth signal.
momentum.monthly.value	number	Monthly growth percentage published by Pinterest.
momentum.monthly.isCapped	boolean	Says whether Pinterest marks the monthly value as reaching its published ceiling.
momentum.yearly	object, optional	Yearly growth signal.
momentum.yearly.value	number	Yearly growth percentage published by Pinterest.
momentum.yearly.isCapped	boolean	Says whether Pinterest marks the yearly value as reaching its published ceiling.
seasonalitySignal	string, optional	Pinterest's published seasonality signal for the term.
weeklySearchHistory	array of objects, optional	Available weekly search-interest observations for the term.
weeklySearchHistory[].week	string	Week or week-start date described by Pinterest.
weeklySearchHistory[].relativeSearchInterest	number	Pinterest's relative search-interest value for that week.
audienceDemographics	object, optional	Pinterest's aggregate audience distributions for the term.
audienceDemographics.age	array of objects	Audience shares grouped by age range.
audienceDemographics.age[].range	string	Age range reported by Pinterest.
audienceDemographics.age[].percentage	number	Aggregate audience share for the age range.
audienceDemographics.gender	array of objects	Audience shares grouped by gender label.
audienceDemographics.gender[].label	string	Gender label reported by Pinterest.
audienceDemographics.gender[].percentage	number	Aggregate audience share for the gender label.
interestCategories	array of strings, optional	Pinterest interest categories associated with the row and used for filtering.
seasonalEvents	array of strings, optional	Pinterest seasonal events associated with the row and used for filtering.
sourceLinks	object, optional	Pinterest search or Trends context links for the row.
sourceLinks.search	URL string	Direct Pinterest search link for the term.
sourceLinks.trends	URL string	Direct Pinterest Trends link for the originating term and request.

Related search term row example

This complete row comes from a successful current beta seed-keyword run.

{
  "term": "bathroom decor",
  "termType": "relatedSearchTerm",
  "market": "US",
  "sourceDate": "2026-09-14",
  "originatingTerm": "home decor ideas",
  "relativeSearchInterest": 100,
  "sourceLinks": {
    "search": "https://www.pinterest.com/search/pins/?q=bathroom+decor",
    "trends": "https://trends.pinterest.com/related_terms/?requestTerm=home+decor+ideas&country=US&endDate=2026-09-14&aggregation=2&lookback=90D&shouldMock=false&predictedDays=0"
  }
}

💳 Pricing

This Actor uses pay-per-event pricing. The primary event is ranked-pinterest-trend-term, shown to buyers as Trend term, and it applies to each ranked trend term saved to the dataset. The price depends on your Apify plan tier. Set maxItems to cap the number of possible saved-term events.

🔌 Integrations

Dataset and API

Open the dataset link from the run output, export the saved rows from Apify, or read them through the Apify API.

Video guide

❓ FAQ

What is the difference between published trend lists and seed keywords?

Published trend lists return Pinterest terms from the selected growing, seasonal, top-monthly, or top-yearly view. Seed keywords return related search terms and keep the originating term in each row.

Does relative search interest mean absolute search volume?

No. The values are relative Pinterest signals. They are not absolute search counts or a guaranteed real-time feed.

What happens when Pinterest does not publish a metric?

The field is omitted when the source does not publish that metric. The Actor does not turn an unavailable value into zero.

What does a capped growth value mean?

When isCapped is true, Pinterest marks that growth value as reaching its published ceiling. Treat it as a capped signal, not an exact value.

Can I choose more than one market?

Yes. Add one or more market codes to the same coherent research run. Pinterest can group markets or have gaps for a market, so a selected market may return fewer or no rows.

Can one run contain separate research jobs?

No. One run represents one trend-research job. Fields for the discovery method you did not choose are ignored.

What does leaving Maximum results empty do?

It returns all available results until the source is exhausted. maxItems has no fixed upper bound in the schema.

Does this Actor scrape pins, boards, or profiles?

No. It returns Pinterest trend terms and related search terms with the published context described above. It does not collect pin-, board-, profile-, creator-, image-, or engagement-level data.

Do I need a Pinterest account or API key?

No. The input does not ask for a Pinterest login, API key, or other source credential.

📝 Changelog

v0.0 (18-09-2026)

• Initial release.

🆘 Support

For issues, questions, or feature requests, file a ticket and I'll fix or implement it in less than 24h 🫡

🔗 Related Actors

• Pinterest Keyword Autocomplete Scraper - Expand seed phrases into autocomplete suggestions before choosing trend terms.
• Pinterest Ads Scraper - Review public Pinterest ad creative and audience details after trend research.
• Pinterest Trends Scraper for Keyword & Product Research - Compare Pinterest trend keywords, growth signals, and market data for content and product research.
• Pinterest Trends Scraper — Rising Search Terms - Check rising search terms and compare their published change signals.
• Pinterest Trends - Use another focused Pinterest trend lookup when you need a separate comparison.

Made with ❤️ by Maxime Dupré