Web Search Rerank
Search the web from a natural-language request and return relevance-ranked webpage results with content and source metadata
Aperçu
Web research often starts with a question rather than a known page. This Data App turns a natural-language request into a relevance-ranked set of webpages, preserving the page text, concise summaries, source identity, and publication context needed for analysis.
It is useful for quickly building a research set around a company, product, topic, or event. Freshness and domain filters help focus the search, while account, organization, and search-role filters can narrow the results when those source attributes are available.
Data notes
Each row represents one webpage returned for the submitted search question. Page URL is used to identify a result and remove duplicates. The result set covers webpage records only; a separate image collection returned by the source is not included here.
Page content may be empty even when a title, snippet, or summary is available. Account name, organization name, site icon, cached URL, language, and family-friendly or navigational flags may also be unavailable for individual pages. Publication and crawl timestamps are preserved as source text without inferring a timezone.
What the results look like
Each row is one relevance-ranked webpage result.
| Page URL | Page title | Site name | Published at | Snippet |
|---|---|---|---|---|
| https://www.example.com/article/123 | Xiaomi car delivery momentum continues to rise | Example Site | 2026-08-05 14:23:10 | Xiaomi car deliveries have continued to grow. |
Additional values include the full page content, summary, display and cached URLs, account and organization names, language, source identifiers, and crawl time.
Use cases
- Build a research set for a company, product, market, or event by combining Page title, Page content, Snippet, and Summary.
- Monitor recent coverage by pairing a Freshness filter with Published at and Last crawled at.
- Compare source visibility by grouping results by Site name, Account name, or Organization name.
- Preserve traceable source links by using Page URL and Display URL when reviewing or exporting results.
Périmètre et limites
Each run accepts one natural-language search request and returns up to 200 relevance-ranked webpage records in one response. Separate image results are not included.
- Adapté pour
- When you need relevance-ranked webpage results for a natural-language research question
- When you need webpage titles, summaries, content, source metadata, and publication timestamps in a structured result set
- When you want to narrow web search by freshness, domains, account, organization, or search role
- À ne pas utiliser pour
- When you need image-only results or a dedicated image search dataset
- When you need private, login-only, or non-public webpage content
Gestion des échecs
Comportement en cas d'échec et de nouvelle tentative déclaré par l'auteur. Nous vous recommandons de l'inclure dans votre prompt système lors de l'intégration.
- 1If no useful webpages are returned, broaden the query or remove restrictive domain and freshness filters
- 2Retry later after rate limiting, temporary service unavailability, or a timeout
- 3If authentication fails, verify the API Key configured for the execution environment
Entrée
Paramètres requis pour appeler cette App, générés à partir de l'input.schema du manifest.json.
| Champ | Nom métier | Type | Requis | Défaut | Énum / Contraintes | Exemple | Description |
|---|---|---|---|---|---|---|---|
| query | Search question | string | Oui | — | — | Xiaomi car delivery and sales performance | The natural-language topic or question to search. Provide at least one character; clearer wording produces more focused results. |
| count | Result count | integer | Non | 10 | 1–200 | — | The number of webpage results to request. The default is 10 and the allowed range is 1 to 200; fewer results may be available for a narrow query. |
| freshness | Freshness filter | string | Non | noLimit | — | — | Limits results by recency. Use noLimit, oneDay, oneWeek, oneMonth, oneYear, a date such as 2026-08-05, or a date range such as 2026-08-01..2026-08-31. The default is noLimit. |
| include | Included domains | string | Non | — | — | — | Search only the listed domains. Separate up to 100 domain values with | or commas, using domain values supplied by the Data Hub domain list. |
| exclude | Excluded domains | string | Non | — | — | — | Exclude the listed domains from the search. Separate up to 100 domain values with | or commas, using domain values supplied by the Data Hub domain list. |
| account_name | Account name | string | Non | — | — | — | Filters results to an exact account name when the source identifies one. Leave empty to search without an account filter. |
| office_name | Organization name | string | Non | — | — | — | Filters results to an exact organization name when the source identifies one. Leave empty to search without an organization filter. |
| role_code | Search role | string | Non | — | — | — | Uses a configured Data Hub search role, such as WEB_SEARCH. Leave empty to use the system default role. |
Sortie
Structure des champs d'un enregistrement, générée à partir de l'output.schema du manifest.json.
| Champ | Nom métier | Type | Exemple | Description |
|---|---|---|---|---|
| account_name | Account name | string | China News Network | The account name associated with the webpage when available. |
| cached_page_url | Cached page URL | string | — | The cached webpage URL when available. |
| content | Page content | string | Xiaomi car deliveries have continued to grow, with stronger showroom traffic and steady delivery scheduling. | The webpage body content when available. It is independent from the snippet and summary and may be empty. |
| date_last_crawled | Last crawled at | string | 2026-08-05 15:00:00 | The source timestamp of the latest crawl, preserved as returned without timezone conversion. |
| date_published | Published at | string | 2026-08-05 14:23:10 | The webpage publication timestamp when available, preserved as returned without timezone conversion. |
| display_url | Display URL | string | https://www.example.com/article/123 | The URL formatted for displaying the webpage result when available. |
| id | Result ID | string | 0 | The source sorting identifier for this webpage result. |
| is_family_friendly | Family-friendly | boolean | false | Whether the source marks the webpage as suitable for family browsing. Empty source values are represented as false. |
| is_navigational | Navigational result | boolean | false | Whether the source marks the result as navigational. Empty source values are represented as false. |
| language | Content language | string | en | The language code reported for the webpage when available. |
| name | Page title | string | Xiaomi car delivery momentum continues to rise | The title of the webpage result. |
| office_name | Organization name | string | — | The organization associated with the webpage when available. |
| site_icon | Site icon URL | string | — | The site icon URL when available. |
| site_name | Site name | string | Example Site | The name of the site hosting the webpage when available. |
| snippet | Snippet | string | Xiaomi car deliveries have continued to grow. | A short source-provided excerpt for the webpage when available. |
| summary | Summary | string | Xiaomi car deliveries have continued to grow, with stronger showroom traffic and steady delivery scheduling. | A more complete source-provided summary of the webpage when available. |
| url | Page URL | string | https://www.example.com/article/123 | The original webpage URL. This value identifies and de-duplicates a result record. |
Schema de l'enregistrement
La sortie est renvoyée enregistrement par enregistrement. detail.output.idFieldHint
{
"type": "object",
"properties": {
"account_name": {
"type": "string",
"title": "Account name",
"description": "The account name associated with the webpage when available.",
"prefill": "China News Network"
},
"cached_page_url": {
"type": "string",
"title": "Cached page URL",
"description": "The cached webpage URL when available."
},
"content": {
"type": "string",
"title": "Page content",
"description": "The webpage body content when available. It is independent from the snippet and summary and may be empty.",
"prefill": "Xiaomi car deliveries have continued to grow, with stronger showroom traffic and steady delivery scheduling."
},
"date_last_crawled": {
"type": "string",
"title": "Last crawled at",
"description": "The source timestamp of the latest crawl, preserved as returned without timezone conversion.",
"prefill": "2026-08-05 15:00:00"
},
"date_published": {
"type": "string",
"title": "Published at",
"description": "The webpage publication timestamp when available, preserved as returned without timezone conversion.",
"prefill": "2026-08-05 14:23:10"
},
"display_url": {
"type": "string",
"title": "Display URL",
"description": "The URL formatted for displaying the webpage result when available.",
"prefill": "https://www.example.com/article/123"
},
"id": {
"type": "string",
"title": "Result ID",
"description": "The source sorting identifier for this webpage result.",
"prefill": "0"
},
"is_family_friendly": {
"type": "boolean",
"title": "Family-friendly",
"description": "Whether the source marks the webpage as suitable for family browsing. Empty source values are represented as false.",
"prefill": false
},
"is_navigational": {
"type": "boolean",
"title": "Navigational result",
"description": "Whether the source marks the result as navigational. Empty source values are represented as false.",
"prefill": false
},
"language": {
"type": "string",
"title": "Content language",
"description": "The language code reported for the webpage when available.",
"prefill": "en"
},
"name": {
"type": "string",
"title": "Page title",
"description": "The title of the webpage result.",
"prefill": "Xiaomi car delivery momentum continues to rise"
},
"office_name": {
"type": "string",
"title": "Organization name",
"description": "The organization associated with the webpage when available."
},
"site_icon": {
"type": "string",
"title": "Site icon URL",
"description": "The site icon URL when available."
},
"site_name": {
"type": "string",
"title": "Site name",
"description": "The name of the site hosting the webpage when available.",
"prefill": "Example Site"
},
"snippet": {
"type": "string",
"title": "Snippet",
"description": "A short source-provided excerpt for the webpage when available.",
"prefill": "Xiaomi car deliveries have continued to grow."
},
"summary": {
"type": "string",
"title": "Summary",
"description": "A more complete source-provided summary of the webpage when available.",
"prefill": "Xiaomi car deliveries have continued to grow, with stronger showroom traffic and steady delivery scheduling."
},
"url": {
"type": "string",
"title": "Page URL",
"description": "The original webpage URL. This value identifies and de-duplicates a result record.",
"prefill": "https://www.example.com/article/123"
}
},
"required": [],
"additionalProperties": false
}Intégration
Cette App peut être intégrée via MCP, API, SDK ou export de fichiers — tous les canaux partagent les mêmes capacités et la même tarification. Chaque requête s'authentifie avec l'en-tête Authorization: Bearer à l'aide d'une API Key (longue durée, créée dans la console Data Hub) ; les clients MCP peuvent aussi se connecter via OAuth, sans clé. D'autres options comme la CLI et Skill arrivent bientôt.
Avec MCP (Model Context Protocol), vous pouvez appeler cette App directement depuis des clients IA comme Claude et Cursor. Choisissez votre client et votre mode d'authentification, puis copiez la config ci-dessous.
Config du client
Remplacez la valeur après Bearer par votre API Key longue durée. Fonctionne dans n'importe quel client, en CI ou en environnement sans navigateur.
{
"mcpServers": {
"meme_today__data-hub-web-search-rerank": {
"type": "http",
"url": "https://mcp-v2.octoparse.com?pin=meme_today/data-hub-web-search-rerank",
"headers": { "Authorization": "Bearer <YOUR_API_KEY>" }
}
}
}Laissez l'IA tout configurer pour vous
Vous ne voulez pas modifier les configs à la main ? Copiez le prompt d'installation et collez-le dans n'importe quel client IA — il effectuera la configuration à sa manière. (Le prompt demande à l'IA de vous réclamer votre API Key, afin que les identifiants ne finissent jamais dans l'historique de conversation ni dans des configs partagées.)
detail.access.mcp.composeHint
Tarifs
Facturé selon le nombre d'enregistrements renvoyés avec succès. Les exécutions échouées ne sont pas facturées. Facturé par unités de 50 enregistrement ; toute unité incomplète est arrondie à 50 enregistrement.
Plusieurs événements de facturation se cumulent indépendamment. Voir chaque élément pour les détails. Les exécutions échouées ne sont pas facturées.
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Ajoutez cette App et les recommandations ci-dessous à une même collection et générez une config MCP prête à brancher sur votre client IA.Regrouper ces Apps →
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