Fetch Apple metrics for all locations, or a single location if storeId provided. Supports time aggregation (default: total) and period comparisons.

Comparison Options:

• compare_with="prior_period": Compare with same-duration period before (MoM, QoQ)

• compare_with="prior_year": Compare with same dates last year (YoY)

• When comparison is active, each metric includes a comparison field with prior, delta, deltaPercent

Error Handling:

• Rate limit (429): errorCode="RATE_LIMITED", message includes retry timing

• Not found (404): errorCode="NOT_FOUND" if storeId doesn't exist

• All errors: check structuredContent.errorCode and .retryable for programmatic handling

Fetch Facebook metrics for all brand pages. Supports time aggregation (default: total) and period comparisons.

Comparison Options:

• compare_with="prior_period": Compare with same-duration period before (MoM, QoQ)

• compare_with="prior_year": Compare with same dates last year (YoY)

• When comparison is active, each metric includes flat comparison fields (priorValue, delta, deltaPercent)

Error Handling:

• Rate limit (429): errorCode="RATE_LIMITED", message includes retry timing

• Auth failure (401): errorCode="AUTH_INVALID_CREDENTIALS"

• All errors: check structuredContent.errorCode and .retryable for programmatic handling

Fetch Facebook metrics for all locations, or a single location if storeId provided. Supports time aggregation (default: total) and period comparisons.

Comparison Options:

• compare_with="prior_period": Compare with same-duration period before (MoM, QoQ)

• compare_with="prior_year": Compare with same dates last year (YoY)

• When comparison is active, each metric includes a comparison field with prior, delta, deltaPercent

Error Handling:

• Rate limit (429): errorCode="RATE_LIMITED", message includes retry timing

• Not found (404): errorCode="NOT_FOUND" if storeId doesn't exist

• All errors: check structuredContent.errorCode and .retryable for programmatic handling

Fetch Facebook ratings for all locations, or a single location if storeId provided.

Error Handling:

• Rate limit (429): errorCode="RATE_LIMITED", message includes retry timing

• Not found (404): errorCode="NOT_FOUND" if storeId doesn't exist

• All errors: check structuredContent.errorCode and .retryable for programmatic handling

Fetch Google metrics for all locations, or a single location if storeId provided. Supports time aggregation (default: total) and period comparisons.

Comparison Options:

• compare_with="prior_period": Compare with same-duration period before (MoM, QoQ)

• compare_with="prior_year": Compare with same dates last year (YoY)

• When comparison is active, each metric includes a comparison field with prior, delta, deltaPercent

Data Lag Warning:

• Google data has ~10 day lag. Requests with recent end dates may return incomplete data.

• Check structuredContent.warning and warningCode for data completeness.

Error Handling:

• Rate limit (429): errorCode="RATE_LIMITED", message includes retry timing

• Not found (404): errorCode="NOT_FOUND" if storeId doesn't exist

• All errors: check structuredContent.errorCode and .retryable for programmatic handling

Fetch Google keywords for all locations, or a single location if storeId provided.

Data Lag Warning:

• Google data has ~10 day lag. Current month data may be incomplete.

• Check structuredContent.warning and warningCode for data completeness.

Error Handling:

• Rate limit (429): errorCode="RATE_LIMITED", message includes retry timing

• Not found (404): errorCode="NOT_FOUND" if storeId doesn't exist

• All errors: check structuredContent.errorCode and .retryable for programmatic handling

Fetch Google rating statistics (averageRating, totalReviews, distribution) for all locations, or a single location.

Returns aggregate statistics only. For individual review text and sentiment analysis, use pinmeto_get_google_reviews.

Caching:

• Results cached for 5 minutes (shared with reviews tool)

• Use forceRefresh=true to bypass cache

• Check structuredContent.cacheInfo for cache status

Data Lag Warning:

• Google data has ~10 day lag. Requests with recent end dates may return incomplete data.

• Check structuredContent.warning and warningCode for data completeness.

Error Handling:

• Rate limit (429): errorCode="RATE_LIMITED", message includes retry timing

• Not found (404): errorCode="NOT_FOUND" if storeId doesn't exist

• All errors: check structuredContent.errorCode and .retryable for programmatic handling

Summarize Google reviews into rating and sentiment statistics.

Computes aggregates over the matched reviews server-side and returns the summary instead of the raw reviews, which is far more token-efficient than fetching them. The returned data is descriptive statistics, not LLM-written prose: read it and draw your own conclusions for the user.

Analysis Types:

• summary: Average rating, sentiment breakdown, rating distribution

• comparison: The above, plus per-location metrics ranked by rating

• issues, trends, themes: Accepted, but currently return the same payload as summary. No theme extraction, issue clustering, or period comparison is performed, and the response is flagged with warningCode UNDIFFERENTIATED_ANALYSIS_TYPE. To analyze review text, fetch pinmeto_get_google_reviews and read it yourself.

Large Dataset Handling:

• <200 reviews: Processed immediately

• 200-1000: Processed with token estimate in metadata

• 1000-10000: Returns warning with options (set skipConfirmation=true to proceed)

• 10000: Requires sampling strategy (representative or recent_weighted)

Sampling Strategies (which reviews get analyzed):

• full: Analyze all reviews (default for <10000 reviews)

• representative: Stratified sample by rating and location

• recent_weighted: Prioritize recent reviews

Caching:

• Results cached for 1 hour

• Use forceRefresh=true to bypass cache

When NOT to use this tool:

• Need raw review text: Use pinmeto_get_google_reviews

• Need only aggregate stats: Use pinmeto_get_google_ratings

• Need specific review lookup: Use pinmeto_get_google_reviews with filters

Fetch individual Google reviews with pagination and filtering for sentiment analysis.

For aggregate statistics (averageRating, totalReviews), use pinmeto_get_google_ratings instead.

Pagination:

• limit: Max reviews to return (default: 50, max: 500)

• offset: Skip first N reviews (for pagination)

• Check hasMore in response to know if more pages exist

Filtering:

• minRating/maxRating: Filter by rating range (1-5)

• hasResponse: true for responded reviews, false for unresponded

Caching:

• Results cached for 5 minutes (shared with ratings tool)

• Use forceRefresh=true to bypass cache

• Filters are applied client-side on cached data

Data Lag Warning:

• Google data has ~10 day lag. Requests with recent end dates may return incomplete data.

Error Handling:

• Rate limit (429): errorCode="RATE_LIMITED", message includes retry timing

• Not found (404): errorCode="NOT_FOUND" if storeId doesn't exist

• All errors: check structuredContent.errorCode and .retryable for programmatic handling

Get details for a SINGLE location by store ID. Returns structured location data including address, contact info, and network connections.

Error Handling:

• Not found (404): errorCode="NOT_FOUND" if store ID doesn't exist

• Auth failure (401): errorCode="AUTH_INVALID_CREDENTIALS"

• All errors: check structuredContent.errorCode and .retryable for programmatic handling

Get ALL locations with pagination and filtering. Uses in-memory cache (5-min TTL) for fast queries on large datasets.

Examples:

• Get first 50 locations: {}

• Get next page: { offset: 50 }

• Filter by city: { city: "Stockholm", limit: 20 }

• Only open locations: { permanentlyClosed: false }

• Force cache refresh: { forceRefresh: true }

Error Handling:

• Partial results may be returned on API errors (check incomplete field)

• Stale cache data returned with warning if fresh fetch fails

• Check errorCode (string) and retryable (boolean) in structuredContent

Search ALL locations by name, address, store ID, or location descriptor. Returns lightweight results for quick discovery. Use pinmeto_get_location with storeId for full details.

Error Handling:

• Network issues: errorCode="NETWORK_ERROR", retryable=true

• Auth failure (401): errorCode="AUTH_INVALID_CREDENTIALS"

• All errors: check structuredContent.errorCode and .retryable for programmatic handling