> ## Documentation Index > Fetch the complete documentation index at: https://aisa.one/docs/llms.txt > Use this file to discover all available pages before exploring further. > ## Agent Instructions > - Base URLs: models `https://api.aisa.one/v1` (Gemini GenerateContent: `https://api.aisa.one/v1beta`); data APIs `https://api.aisa.one/apis/v1`. The `servers` of each operation in https://aisa.one/openapi.yaml is authoritative. > - Auth: `Authorization: Bearer $AISA_API_KEY`. Never print, log, or commit the key. > - MCP (preferred for agents): `https://mcp.aisa.one/mcp`, signed in with OAuth, so there is no key to paste. > - Agent Skill: `npx skills add AIsa-team/agent-skills --skill aisa`. Fallback with the AIsa CLI: `aisa skills install aisa`. > - Spending: docs, https://aisa.one/models, https://aisa.one/api, `/v1/models`, and MCP `search`, `list_categories`, `get_details`, `batch_quote`, and the `account` operation are free. Quote the exact calls before running them (MCP `batch_quote`, CLI `aisa quote --json`). If the quote reports `auto_execute_eligible: true`, run it unless the user set a tighter limit or asked only for a quote. Otherwise, tell the user in one message the planned calls, the quoted price, and a total USD budget for the task, then wait for approval. Direct HTTP calls follow the stricter rule at https://aisa.one/docs/get-started/cli.md#direct-http-fallback. Do not make paid calls to test availability. Full rule: https://aisa.one/llms.txt # Amazon: Get listing reviews > Retrieve customer reviews for an Amazon listing. ### Limitations Reviews are collected on demand and commonly take 30-120 seconds. Allow a client timeout greater than 150 seconds. A longer client timeout does not extend server or source time limits; slow source requests may still return source_unavailable. The source collects and bills whole pages of 10 reviews per star rating. A star quota below 10 reduces returned rows, but does not reduce source work or source cost. ### Data and provenance By default, each value includes value and source. Shared collection time, license, origin, and value_type are grouped in meta.sources. Use provenance=full for complete per-value provenance. Requested fields not delivered by a source are listed in missing with a reason. A request reference price is not currently available; use a request quote where supported. Account-specific pricing and final settlement may differ. ## Request contract * **Method and path:** GET /apis/v1/commerce/amazon/listings/\{country}/\{listing\_id}/reviews * **Availability:** enabled * **Request URL template:** `https://api.aisa.one/apis/v1/commerce/amazon/listings/{country}/{listing_id}/reviews` * **country:** path; required * **listing\_id:** path; required * **star\_1\_limit:** query; optional * **star\_2\_limit:** query; optional * **star\_3\_limit:** query; optional * **star\_4\_limit:** query; optional * **star\_5\_limit:** query; optional * **sort\_by:** query; optional * **format\_type:** query; optional * **reviewer\_type:** query; optional * **media\_type:** query; optional * **q:** query; optional * **fields:** query; optional * **provenance:** query; optional * **Runtime facts:** e4ea23246d148272326d4d18f79f43b8fa99cd58edd96f4f3759a860c1c99cf8 [Complete OpenAPI definition](https://aisa.one/docs/reference-contracts/aisa-commerce.json) Effective request and pricing declaration (including authentication and referenced schemas): ```json theme={null} { "operationId": "get_aisa_commerce_apis_v1_commerce_amazon_listing_4ba29d", "method": "GET", "path": "/apis/v1/commerce/amazon/listings/{country}/{listing_id}/reviews", "servers": [ { "url": "https://api.aisa.one" } ], "parameters": [ { "description": "Marketplace country as an uppercase ISO 3166-1 alpha-2 code (GB, not UK). See the enum for supported countries.", "in": "path", "name": "country", "required": true, "schema": { "description": "Marketplace country as an uppercase ISO 3166-1 alpha-2 code (GB, not UK). See the enum for supported countries.", "enum": [ "DE", "GB", "US" ], "type": [ "string", "null" ] } }, { "description": "Native product ID on the platform.", "in": "path", "name": "listing_id", "required": true, "schema": { "description": "Native product ID on the platform.", "type": [ "string", "null" ] } }, { "description": "Maximum number of 1-star reviews. If any star quota is supplied, omitted star quotas default to 0.", "in": "query", "name": "star_1_limit", "required": false, "schema": { "description": "Maximum number of 1-star reviews. If any star quota is supplied, omitted star quotas default to 0.", "type": [ "string", "null" ] } }, { "description": "Maximum number of 2-star reviews. If any star quota is supplied, omitted star quotas default to 0.", "in": "query", "name": "star_2_limit", "required": false, "schema": { "description": "Maximum number of 2-star reviews. If any star quota is supplied, omitted star quotas default to 0.", "type": [ "string", "null" ] } }, { "description": "Maximum number of 3-star reviews. If any star quota is supplied, omitted star quotas default to 0.", "in": "query", "name": "star_3_limit", "required": false, "schema": { "description": "Maximum number of 3-star reviews. If any star quota is supplied, omitted star quotas default to 0.", "type": [ "string", "null" ] } }, { "description": "Maximum number of 4-star reviews. If any star quota is supplied, omitted star quotas default to 0.", "in": "query", "name": "star_4_limit", "required": false, "schema": { "description": "Maximum number of 4-star reviews. If any star quota is supplied, omitted star quotas default to 0.", "type": [ "string", "null" ] } }, { "description": "Maximum number of 5-star reviews. If any star quota is supplied, omitted star quotas default to 0.", "in": "query", "name": "star_5_limit", "required": false, "schema": { "description": "Maximum number of 5-star reviews. If any star quota is supplied, omitted star quotas default to 0.", "type": [ "string", "null" ] } }, { "description": "Sort key. Usually an output field name; operation-specific notes explain keys that do not correspond to an output field. published_at sorts newest reviews first; the response exposes date_text rather than a same-named field. helpful_count sorts by helpful votes in descending order.", "in": "query", "name": "sort_by", "required": false, "schema": { "description": "Sort key. Usually an output field name; operation-specific notes explain keys that do not correspond to an output field. published_at sorts newest reviews first; the response exposes date_text rather than a same-named field. helpful_count sorts by helpful votes in descending order.", "enum": [ "helpful_count", "published_at" ], "type": [ "string", "null" ] } }, { "description": "Review scope: all variants or current_variant only.", "in": "query", "name": "format_type", "required": false, "schema": { "description": "Review scope: all variants or current_variant only.", "enum": [ "all", "current_variant" ], "type": [ "string", "null" ] } }, { "description": "Reviewer filter: all reviewers or verified_purchase only.", "in": "query", "name": "reviewer_type", "required": false, "schema": { "description": "Reviewer filter: all reviewers or verified_purchase only.", "enum": [ "all", "verified_purchase" ], "type": [ "string", "null" ] } }, { "description": "Review content filter: all or with_media (images or videos).", "in": "query", "name": "media_type", "required": false, "schema": { "description": "Review content filter: all or with_media (images or videos).", "enum": [ "all", "with_media" ], "type": [ "string", "null" ] } }, { "description": "Search keywords.", "in": "query", "name": "q", "required": false, "schema": { "description": "Search keywords.", "type": [ "string", "null" ] } }, { "description": "Comma-separated business field paths to return. Omit to use this operation's default field selection. The enum includes all fields of the shared item type. Some are populated only by other operations on the same platform; selecting them here does not supply missing data. Field selection trims output only and does not reduce source calls or charges.", "explode": false, "in": "query", "name": "fields", "required": false, "schema": { "description": "Comma-separated business field paths to return. Omit to use this operation's default field selection. The enum includes all fields of the shared item type. Some are populated only by other operations on the same platform; selecting them here does not supply missing data. Field selection trims output only and does not reduce source calls or charges.", "items": { "enum": [ "date_text", "helpful_count", "rating_score", "relation.listing_id", "review_country", "reviewer_name", "text", "title", "variation_attributes", "verified_purchase", "vine" ], "type": "string" }, "type": [ "array", "null" ] }, "style": "form" }, { "description": "compact (default) returns value and source per field. Shared collection time, license, origin, and value_type are grouped in meta.sources; differing values retain their own metadata. full returns complete per-value provenance, including precision and confidence.", "in": "query", "name": "provenance", "required": false, "schema": { "default": "compact", "description": "compact (default) returns value and source per field. Shared collection time, license, origin, and value_type are grouped in meta.sources; differing values retain their own metadata. full returns complete per-value provenance, including precision and confidence.", "enum": [ "compact", "full" ], "type": [ "string", "null" ] } } ], "security": [ { "bearerAuth": [] } ], "x-aisa-status": "enabled", "x-aisa-pricing": { "cache_hit_share_bps": 10000, "customer_micros_usd": 250000, "customer_pricing_ref": "commerce.amazon.listing_reviews.query.v1.pricing@1", "description": "Charged once per delivered read: an entity with at least one requested field, or one page of a result set. A read that delivers nothing is not charged. A read answered from stored values is charged the cache-hit share of the price. Variants are priced by the route parameters they fix.", "kind": "fixed_request" }, "components": { "securitySchemes": { "bearerAuth": { "scheme": "bearer", "type": "http" } } } } ``` ## Cost and request rules A request reference price is not currently available; use a request quote where supported. Account-specific pricing and final settlement may differ. Published reference values are not an account-specific quote or a settled charge. For endpoints supporting X-AISA-Cost-Mode: quote, obtain a free quote for your exact request before execution; reconcile the settled cost with response metadata and Usage Logs. USD amounts use 1,000,000 integer micro-USD per dollar. ## OpenAPI ````yaml reference-contracts/aisa-commerce.json GET /apis/v1/commerce/amazon/listings/{country}/{listing_id}/reviews openapi: 3.1.0 info: description: '' title: AIsa commerce version: '1' x-aisa-capabilities: idempotency: Idempotency-Key max_price: X-AISA-Max-Price-USD quote: header: X-AISA-Cost-Mode value: quote x-aisa-configured-paths: [] x-aisa-document: facts_hash: e4ea23246d148272326d4d18f79f43b8fa99cd58edd96f4f3759a860c1c99cf8 generator_version: '3' protocol_version: '1' schema_version: '1' composer_version: '27' response_pending: [] document_hash: sha256:d613c2f34a6d7f2b6fe218d384f60674caa24284ef502a3778d3fb4c04d755a3 x-aisa-plans: builder: 1 display_plan: payg payg: 1 similarweb_payg: 1 team: 1 version: e70a0959cd1b93b84ae16dffd7a538273ddb9c1d46277b82823c37ff1b6bc0fb x-aisa-provider: aisa-commerce x-aisa-catalogs: aisa-commerce: title: AIsa commerce description: '' x-aisa-document: facts_hash: e4ea23246d148272326d4d18f79f43b8fa99cd58edd96f4f3759a860c1c99cf8 generator_version: '3' protocol_version: '1' schema_version: '1' x-aisa-plans: builder: 1 display_plan: payg payg: 1 similarweb_payg: 1 team: 1 version: e70a0959cd1b93b84ae16dffd7a538273ddb9c1d46277b82823c37ff1b6bc0fb x-aisa-capabilities: idempotency: Idempotency-Key max_price: X-AISA-Max-Price-USD quote: header: X-AISA-Cost-Mode value: quote servers: - url: https://api.aisa.one security: - bearerAuth: [] paths: /apis/v1/commerce/amazon/listings/{country}/{listing_id}/reviews: get: summary: 'Amazon: Get listing reviews' description: >- Retrieve customer reviews for an Amazon listing. ### Limitations Reviews are collected on demand and commonly take 30-120 seconds. Allow a client timeout greater than 150 seconds. A longer client timeout does not extend server or source time limits; slow source requests may still return source_unavailable. The source collects and bills whole pages of 10 reviews per star rating. A star quota below 10 reduces returned rows, but does not reduce source work or source cost. ### Data and provenance By default, each value includes value and source. Shared collection time, license, origin, and value_type are grouped in meta.sources. Use provenance=full for complete per-value provenance. Requested fields not delivered by a source are listed in missing with a reason. A request reference price is not currently available; use a request quote where supported. Account-specific pricing and final settlement may differ. operationId: get_aisa_commerce_apis_v1_commerce_amazon_listing_4ba29d parameters: - description: >- Marketplace country as an uppercase ISO 3166-1 alpha-2 code (GB, not UK). See the enum for supported countries. in: path name: country required: true schema: description: >- Marketplace country as an uppercase ISO 3166-1 alpha-2 code (GB, not UK). See the enum for supported countries. enum: - DE - GB - US type: - string - 'null' - description: Native product ID on the platform. in: path name: listing_id required: true schema: description: Native product ID on the platform. type: - string - 'null' - description: >- Maximum number of 1-star reviews. If any star quota is supplied, omitted star quotas default to 0. in: query name: star_1_limit required: false schema: description: >- Maximum number of 1-star reviews. If any star quota is supplied, omitted star quotas default to 0. type: - string - 'null' - description: >- Maximum number of 2-star reviews. If any star quota is supplied, omitted star quotas default to 0. in: query name: star_2_limit required: false schema: description: >- Maximum number of 2-star reviews. If any star quota is supplied, omitted star quotas default to 0. type: - string - 'null' - description: >- Maximum number of 3-star reviews. If any star quota is supplied, omitted star quotas default to 0. in: query name: star_3_limit required: false schema: description: >- Maximum number of 3-star reviews. If any star quota is supplied, omitted star quotas default to 0. type: - string - 'null' - description: >- Maximum number of 4-star reviews. If any star quota is supplied, omitted star quotas default to 0. in: query name: star_4_limit required: false schema: description: >- Maximum number of 4-star reviews. If any star quota is supplied, omitted star quotas default to 0. type: - string - 'null' - description: >- Maximum number of 5-star reviews. If any star quota is supplied, omitted star quotas default to 0. in: query name: star_5_limit required: false schema: description: >- Maximum number of 5-star reviews. If any star quota is supplied, omitted star quotas default to 0. type: - string - 'null' - description: >- Sort key. Usually an output field name; operation-specific notes explain keys that do not correspond to an output field. published_at sorts newest reviews first; the response exposes date_text rather than a same-named field. helpful_count sorts by helpful votes in descending order. in: query name: sort_by required: false schema: description: >- Sort key. Usually an output field name; operation-specific notes explain keys that do not correspond to an output field. published_at sorts newest reviews first; the response exposes date_text rather than a same-named field. helpful_count sorts by helpful votes in descending order. enum: - helpful_count - published_at type: - string - 'null' - description: 'Review scope: all variants or current_variant only.' in: query name: format_type required: false schema: description: 'Review scope: all variants or current_variant only.' enum: - all - current_variant type: - string - 'null' - description: 'Reviewer filter: all reviewers or verified_purchase only.' in: query name: reviewer_type required: false schema: description: 'Reviewer filter: all reviewers or verified_purchase only.' enum: - all - verified_purchase type: - string - 'null' - description: 'Review content filter: all or with_media (images or videos).' in: query name: media_type required: false schema: description: 'Review content filter: all or with_media (images or videos).' enum: - all - with_media type: - string - 'null' - description: Search keywords. in: query name: q required: false schema: description: Search keywords. type: - string - 'null' - description: >- Comma-separated business field paths to return. Omit to use this operation's default field selection. The enum includes all fields of the shared item type. Some are populated only by other operations on the same platform; selecting them here does not supply missing data. Field selection trims output only and does not reduce source calls or charges. explode: false in: query name: fields required: false schema: description: >- Comma-separated business field paths to return. Omit to use this operation's default field selection. The enum includes all fields of the shared item type. Some are populated only by other operations on the same platform; selecting them here does not supply missing data. Field selection trims output only and does not reduce source calls or charges. items: enum: - date_text - helpful_count - rating_score - relation.listing_id - review_country - reviewer_name - text - title - variation_attributes - verified_purchase - vine type: string type: - array - 'null' style: form - description: >- compact (default) returns value and source per field. Shared collection time, license, origin, and value_type are grouped in meta.sources; differing values retain their own metadata. full returns complete per-value provenance, including precision and confidence. in: query name: provenance required: false schema: default: compact description: >- compact (default) returns value and source per field. Shared collection time, license, origin, and value_type are grouped in meta.sources; differing values retain their own metadata. full returns complete per-value provenance, including precision and confidence. enum: - compact - full type: - string - 'null' responses: '200': content: application/json: schema: properties: items: items: properties: fields: properties: date_text: properties: confidence: type: - number - 'null' dims: additionalProperties: type: - string - 'null' type: - object - 'null' fetched_at: format: date-time type: - string - 'null' license: type: - string - 'null' metric: type: - string - 'null' origin: type: - string - 'null' period_end: format: date-time type: - string - 'null' period_start: format: date-time type: - string - 'null' precision: type: - string - 'null' source: type: - string - 'null' sources: items: type: - string - 'null' type: - array - 'null' value: {} value_type: type: - string - 'null' verified: type: - boolean - 'null' type: - object - 'null' helpful_count: properties: confidence: type: - number - 'null' dims: additionalProperties: type: - string - 'null' type: - object - 'null' fetched_at: format: date-time type: - string - 'null' license: type: - string - 'null' metric: type: - string - 'null' origin: type: - string - 'null' period_end: format: date-time type: - string - 'null' period_start: format: date-time type: - string - 'null' precision: type: - string - 'null' source: type: - string - 'null' sources: items: type: - string - 'null' type: - array - 'null' value: {} value_type: type: - string - 'null' verified: type: - boolean - 'null' type: - object - 'null' rating_score: properties: confidence: type: - number - 'null' dims: additionalProperties: type: - string - 'null' type: - object - 'null' fetched_at: format: date-time type: - string - 'null' license: type: - string - 'null' metric: type: - string - 'null' origin: type: - string - 'null' period_end: format: date-time type: - string - 'null' period_start: format: date-time type: - string - 'null' precision: type: - string - 'null' source: type: - string - 'null' sources: items: type: - string - 'null' type: - array - 'null' value: {} value_type: type: - string - 'null' verified: type: - boolean - 'null' type: - object - 'null' relation: properties: listing_id: properties: confidence: type: - number - 'null' dims: additionalProperties: type: - string - 'null' type: - object - 'null' fetched_at: format: date-time type: - string - 'null' license: type: - string - 'null' metric: type: - string - 'null' origin: type: - string - 'null' period_end: format: date-time type: - string - 'null' period_start: format: date-time type: - string - 'null' precision: type: - string - 'null' source: type: - string - 'null' sources: items: type: - string - 'null' type: - array - 'null' value: {} value_type: type: - string - 'null' verified: type: - boolean - 'null' type: - object - 'null' type: - object - 'null' review_country: properties: confidence: type: - number - 'null' dims: additionalProperties: type: - string - 'null' type: - object - 'null' fetched_at: format: date-time type: - string - 'null' license: type: - string - 'null' metric: type: - string - 'null' origin: type: - string - 'null' period_end: format: date-time type: - string - 'null' period_start: format: date-time type: - string - 'null' precision: type: - string - 'null' source: type: - string - 'null' sources: items: type: - string - 'null' type: - array - 'null' value: {} value_type: type: - string - 'null' verified: type: - boolean - 'null' type: - object - 'null' reviewer_name: properties: confidence: type: - number - 'null' dims: additionalProperties: type: - string - 'null' type: - object - 'null' fetched_at: format: date-time type: - string - 'null' license: type: - string - 'null' metric: type: - string - 'null' origin: type: - string - 'null' period_end: format: date-time type: - string - 'null' period_start: format: date-time type: - string - 'null' precision: type: - string - 'null' source: type: - string - 'null' sources: items: type: - string - 'null' type: - array - 'null' value: {} value_type: type: - string - 'null' verified: type: - boolean - 'null' type: - object - 'null' text: properties: confidence: type: - number - 'null' dims: additionalProperties: type: - string - 'null' type: - object - 'null' fetched_at: format: date-time type: - string - 'null' license: type: - string - 'null' metric: type: - string - 'null' origin: type: - string - 'null' period_end: format: date-time type: - string - 'null' period_start: format: date-time type: - string - 'null' precision: type: - string - 'null' source: type: - string - 'null' sources: items: type: - string - 'null' type: - array - 'null' value: {} value_type: type: - string - 'null' verified: type: - boolean - 'null' type: - object - 'null' title: properties: confidence: type: - number - 'null' dims: additionalProperties: type: - string - 'null' type: - object - 'null' fetched_at: format: date-time type: - string - 'null' license: type: - string - 'null' metric: type: - string - 'null' origin: type: - string - 'null' period_end: format: date-time type: - string - 'null' period_start: format: date-time type: - string - 'null' precision: type: - string - 'null' source: type: - string - 'null' sources: items: type: - string - 'null' type: - array - 'null' value: {} value_type: type: - string - 'null' verified: type: - boolean - 'null' type: - object - 'null' variation_attributes: properties: confidence: type: - number - 'null' dims: additionalProperties: type: - string - 'null' type: - object - 'null' fetched_at: format: date-time type: - string - 'null' license: type: - string - 'null' metric: type: - string - 'null' origin: type: - string - 'null' period_end: format: date-time type: - string - 'null' period_start: format: date-time type: - string - 'null' precision: type: - string - 'null' source: type: - string - 'null' sources: items: type: - string - 'null' type: - array - 'null' value: {} value_type: type: - string - 'null' verified: type: - boolean - 'null' type: - object - 'null' verified_purchase: properties: confidence: type: - number - 'null' dims: additionalProperties: type: - string - 'null' type: - object - 'null' fetched_at: format: date-time type: - string - 'null' license: type: - string - 'null' metric: type: - string - 'null' origin: type: - string - 'null' period_end: format: date-time type: - string - 'null' period_start: format: date-time type: - string - 'null' precision: type: - string - 'null' source: type: - string - 'null' sources: items: type: - string - 'null' type: - array - 'null' value: {} value_type: type: - string - 'null' verified: type: - boolean - 'null' type: - object - 'null' vine: properties: confidence: type: - number - 'null' dims: additionalProperties: type: - string - 'null' type: - object - 'null' fetched_at: format: date-time type: - string - 'null' license: type: - string - 'null' metric: type: - string - 'null' origin: type: - string - 'null' period_end: format: date-time type: - string - 'null' period_start: format: date-time type: - string - 'null' precision: type: - string - 'null' source: type: - string - 'null' sources: items: type: - string - 'null' type: - array - 'null' value: {} value_type: type: - string - 'null' verified: type: - boolean - 'null' type: - object - 'null' type: - object - 'null' flags: items: type: - string - 'null' type: - array - 'null' key: type: - string - 'null' kind: type: - string - 'null' rank: type: - integer - 'null' type: - object - 'null' type: - array - 'null' meta: properties: sources: additionalProperties: properties: fetched_at: format: date-time type: - string - 'null' license: type: - string - 'null' origin: type: - string - 'null' value_type: type: - string - 'null' type: - object - 'null' type: - object - 'null' type: - object - 'null' missing: items: properties: reason: type: - string - 'null' source: type: - string - 'null' type: - object - 'null' type: - array - 'null' next_cursor: type: - string - 'null' type: object description: Success '401': content: application/json: schema: $ref: '#/components/schemas/ResourcePublicError' description: >- Authentication failed. Execution-mode gateway errors use a string error with top-level code and request_id; cost-quote authentication errors use a nested error object whose request_id may be omitted. Resource errors use the full nested envelope. default: content: application/json: schema: $ref: '#/components/schemas/ResourcePublicError' description: >- Resource errors use the full nested envelope. Gateway authentication errors use the flat execution-mode shape or the nested cost-quote shape (request_id is omitted by some quote failures). Use X-Request-ID for support correlation. components: schemas: ResourcePublicError: oneOf: - $ref: '#/components/schemas/ResourceError' - $ref: '#/components/schemas/GatewayAuthError' - $ref: '#/components/schemas/GatewayQuoteError' ResourceError: properties: error: properties: code: type: string details: items: properties: code: type: - string - 'null' field: type: - string - 'null' message: type: - string - 'null' type: - object - 'null' type: - array - 'null' message: type: string request_id: type: string retry_hint: type: string retryable: type: boolean type: type: string required: - code - type - message - request_id - retryable - retry_hint type: object required: - error type: object GatewayAuthError: properties: code: type: string error: type: string request_id: type: string required: - code - error - request_id type: object GatewayQuoteError: properties: error: additionalProperties: false properties: code: type: string details: type: object message: type: string request_id: type: string required: - code - message type: object required: - error type: object securitySchemes: bearerAuth: scheme: bearer type: http ```` This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.