> ## 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 # Lookalike companies for a domain, with reasons > each result carries a similarity `score`, a `position` rank and, in the top 20, a plain-English `reason` Usage-based billing; Default request estimate: $0.04 USD (not a fixed price). Declared unit rate: $0.000001 USD per provider_credit. Account-specific pricing and final settlement may differ. ## Request contract * **Method and path:** GET /apis/v1/predict-leads/companies-similar * **Availability:** enabled * **Request URL template:** `https://api.aisa.one/apis/v1/predict-leads/companies-similar` * **company\_id\_or\_domain:** query; required * **limit:** query; required * **page:** query; optional * **Runtime facts:** e0bd07e632ad90107c78fe3e2a0a8c42a327ecc682d82122d9d5e59d5ffc93e3 [Complete OpenAPI definition](https://aisa.one/docs/reference-contracts/predict-leads.json) Effective request and pricing declaration (including authentication and referenced schemas): ```json theme={null} { "operationId": "predict-leads.companies-similar", "method": "GET", "path": "/apis/v1/predict-leads/companies-similar", "servers": [ { "url": "https://api.aisa.one" } ], "parameters": [ { "name": "company_id_or_domain", "in": "query", "required": true, "schema": { "type": "string", "description": "company domain or PredictLeads company UUID", "examples": [ "stripe.com" ] } }, { "examples": { "default": { "value": 1 }, "minimal": { "value": 1 } }, "in": "query", "name": "limit", "required": true, "schema": { "maximum": 10, "minimum": 1, "type": "integer", "description": "default 20, max 50 — PRICE DIAL: 1 credit per company returned" } }, { "name": "page", "in": "query", "required": false, "schema": { "type": "integer" } } ], "security": [ { "bearerAuth": [] } ], "x-aisa-status": "enabled", "x-aisa-pricing": { "cost_contract": "response_units", "customer_multiplier": 1.0, "customer_pricing": "provider_cost_multiplier", "default_request_estimate_usd": 0.04, "estimate_source": "profile_seed", "evidence_source": "response_header", "unit": "provider_credit", "unit_rate_usd": 1e-06 }, "components": { "securitySchemes": { "bearerAuth": { "scheme": "bearer", "type": "http" } } } } ``` ## Cost and request rules Usage-based billing; Default request estimate: \$0.04 USD (not a fixed price). Declared unit rate: \$0.000001 USD per provider\_credit. 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. * **Default request reference estimate (USD):** 0.04 * **Declared unit rate (USD):** 1e-06 * **Billing unit:** provider\_credit * **Cost contract:** response\_units * **Published reference multiplier:** 1.0 * **Settlement evidence source:** response\_header ## OpenAPI ````yaml reference-contracts/predict-leads.json GET /apis/v1/predict-leads/companies-similar openapi: 3.1.0 info: description: '' title: PredictLeads 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: - /apis/v1/predict-leads/companies-connections - /apis/v1/predict-leads/companies-discover - /apis/v1/predict-leads/companies-enrich - /apis/v1/predict-leads/companies-financing-events - /apis/v1/predict-leads/companies-github-repositories - /apis/v1/predict-leads/companies-job-openings - /apis/v1/predict-leads/companies-news-events - /apis/v1/predict-leads/companies-products - /apis/v1/predict-leads/companies-sec-filings - /apis/v1/predict-leads/companies-similar - /apis/v1/predict-leads/companies-technology-detections - /apis/v1/predict-leads/discover-companies - /apis/v1/predict-leads/discover-intelligence - /apis/v1/predict-leads/financing-discover - /apis/v1/predict-leads/get-company - /apis/v1/predict-leads/get-company-intelligence - /apis/v1/predict-leads/get-similar-companies - /apis/v1/predict-leads/jobs-detail - /apis/v1/predict-leads/jobs-discover - /apis/v1/predict-leads/news-detail - /apis/v1/predict-leads/news-discover - /apis/v1/predict-leads/portfolio-companies - /apis/v1/predict-leads/products-detail - /apis/v1/predict-leads/products-discover - /apis/v1/predict-leads/sec-filings-detail - /apis/v1/predict-leads/startup-platform-posts - /apis/v1/predict-leads/technologies-detail - /apis/v1/predict-leads/technologies-detection-detail - /apis/v1/predict-leads/technologies-list - /apis/v1/predict-leads/technologies-users x-aisa-document: facts_hash: e0bd07e632ad90107c78fe3e2a0a8c42a327ecc682d82122d9d5e59d5ffc93e3 generator_version: '3' protocol_version: '1' schema_version: '1' composer_version: '28' response_pending: - operation_id: predict-leads.companies-enrich path: /apis/v1/predict-leads/companies-enrich method: GET statuses: - '200' reason: public success response has no authoritative payload declaration - operation_id: predict-leads.companies-financing-events path: /apis/v1/predict-leads/companies-financing-events method: GET statuses: - '200' reason: public success response has no authoritative payload declaration - operation_id: predict-leads.companies-github-repositories path: /apis/v1/predict-leads/companies-github-repositories method: GET statuses: - '200' reason: public success response has no authoritative payload declaration - operation_id: predict-leads.companies-similar path: /apis/v1/predict-leads/companies-similar method: GET statuses: - '200' reason: public success response has no authoritative payload declaration - operation_id: predict-leads.companies-technology-detections path: /apis/v1/predict-leads/companies-technology-detections method: GET statuses: - '200' reason: public success response has no authoritative payload declaration - operation_id: predict-leads.jobs-detail path: /apis/v1/predict-leads/jobs-detail method: GET statuses: - '200' reason: public success response has no authoritative payload declaration - operation_id: predict-leads.news-detail path: /apis/v1/predict-leads/news-detail method: GET statuses: - '200' reason: public success response has no authoritative payload declaration - operation_id: predict-leads.portfolio-companies path: /apis/v1/predict-leads/portfolio-companies method: GET statuses: - '200' reason: public success response has no authoritative payload declaration - operation_id: predict-leads.products-detail path: /apis/v1/predict-leads/products-detail method: GET statuses: - '200' reason: public success response has no authoritative payload declaration - operation_id: predict-leads.sec-filings-detail path: /apis/v1/predict-leads/sec-filings-detail method: GET statuses: - '200' reason: public success response has no authoritative payload declaration - operation_id: predict-leads.technologies-detail path: /apis/v1/predict-leads/technologies-detail method: GET statuses: - '200' reason: public success response has no authoritative payload declaration - operation_id: predict-leads.technologies-detection-detail path: /apis/v1/predict-leads/technologies-detection-detail method: GET statuses: - '200' reason: public success response has no authoritative payload declaration - operation_id: predict-leads.technologies-list path: /apis/v1/predict-leads/technologies-list method: GET statuses: - '200' reason: public success response has no authoritative payload declaration - operation_id: predict-leads.technologies-users path: /apis/v1/predict-leads/technologies-users method: GET statuses: - '200' reason: public success response has no authoritative payload declaration document_hash: sha256:05cb5df47a242996d19ef3fcbbeef83e3c345711815f2aba41dc20967c78b0fa x-aisa-plans: builder: 1 display_plan: payg payg: 1 similarweb_payg: 1 team: 1 version: e70a0959cd1b93b84ae16dffd7a538273ddb9c1d46277b82823c37ff1b6bc0fb x-aisa-provider: predict-leads x-aisa-catalogs: predict-leads: title: PredictLeads description: '' x-aisa-document: facts_hash: e0bd07e632ad90107c78fe3e2a0a8c42a327ecc682d82122d9d5e59d5ffc93e3 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/predict-leads/companies-similar: get: tags: - PredictLeads summary: Lookalike companies for a domain, with reasons description: >- each result carries a similarity `score`, a `position` rank and, in the top 20, a plain-English `reason` Usage-based billing; Default request estimate: $0.04 USD (not a fixed price). Declared unit rate: $0.000001 USD per provider_credit. Account-specific pricing and final settlement may differ. operationId: predict-leads.companies-similar parameters: - name: company_id_or_domain in: query required: true schema: type: string description: company domain or PredictLeads company UUID examples: - stripe.com - examples: default: value: 1 minimal: value: 1 in: query name: limit required: true schema: maximum: 10 minimum: 1 type: integer description: 'default 20, max 50 — PRICE DIAL: 1 credit per company returned' - name: page in: query required: false schema: type: integer responses: '200': description: Successful response default: content: application/json: schema: {} description: >- Error response; upstream passthrough responses may use provider formats x-codeSamples: - lang: text label: Reference example source: >- # Fixed reference example. Playground inputs do not update this sample. curl --request GET \ --url 'https://api.aisa.one/apis/v1/predict-leads/companies-similar?company_id_or_domain=stripe.com&limit=1' \ --header 'Authorization: Bearer ' components: securitySchemes: bearerAuth: scheme: bearer type: http ```` This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.