Web Search Rerank

Search the web from a natural-language request and return relevance-ranked webpage results with content and source metadata

Datenerfassung Finance & Investment Multi-platform Other

Übersicht

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.

Anwendungsbereich & Grenzen

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.

Geeignet für
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

Nicht verwenden für
When you need image-only results or a dedicated image search dataset
When you need private, login-only, or non-public webpage content

Fehlerbehandlung

Vom Autor deklariertes Fehler- und Wiederholungsverhalten. Wir empfehlen, es bei der Integration in Ihren System-Prompt aufzunehmen.

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

Eingabe

Parameter, die zum Aufruf dieser App erforderlich sind, generiert aus dem input.schema in der manifest.json.

Feld	Fachlicher Name	Typ	Erforderlich	Standard	Enum / Einschränkungen	Beispiel	Beschreibung
query	Search question	string	Ja	—	—	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	Nein	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	Nein	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	Nein	—	—	—	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	Nein	—	—	—	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	Nein	—	—	—	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	Nein	—	—	—	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	Nein	—	—	—	Uses a configured Data Hub search role, such as WEB_SEARCH. Leave empty to use the system default role.

Ausgabe

Feldstruktur eines einzelnen Datensatzes, generiert aus dem output.schema in der manifest.json.

Feld	Fachlicher Name	Typ	Beispiel	Beschreibung
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.

Datensatz-Schema

Die Ausgabe wird Datensatz für Datensatz zurückgegeben. detail.output.idFieldHint

output.schema

{
  "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
}

Integration

Diese App kann über MCP, API, SDK oder Dateiexport integriert werden — alle Kanäle teilen sich dieselben Fähigkeiten und Preise. Jede Anfrage authentifiziert sich über den Authorization: Bearer-Header mit einem API Key (langlebig, in der Data Hub Konsole erstellt); MCP-Clients können sich zusätzlich per OAuth ohne Key anmelden. Weitere Optionen wie CLI und Skill sind in Vorbereitung.

Über das MCP (Model Context Protocol) können Sie diese App direkt aus KI-Clients wie Claude und Cursor aufrufen. Wählen Sie Ihren Client und den Authentifizierungsmodus und kopieren Sie dann die Konfiguration unten.

Client-Konfiguration

Ersetzen Sie den Wert nach Bearer durch Ihren langlebigen API Key. Funktioniert in jedem Client, in CI und in Headless-Umgebungen.

mcpServers config

{
  "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>" }
    }
  }
}

Meine API Keys anzeigen →

Lassen Sie die KI die Einrichtung übernehmen

Sie möchten Konfigurationen nicht von Hand bearbeiten? Kopieren Sie den Installations-Prompt und fügen Sie ihn in einen beliebigen KI-Client ein — er schließt die Einrichtung auf seine eigene Weise ab. (Der Prompt weist die KI an, Ihren API Key bei Ihnen zu erfragen, damit Zugangsdaten nie im Chatverlauf oder in geteilten Konfigurationen landen.)

detail.access.mcp.composeHint

Preise

50 returned records

Berechnet nach der Anzahl der erfolgreich zurückgegebenen Datensätze. Fehlgeschlagene Läufe werden nicht berechnet. Abgerechnet in Einheiten von 50 Datensatz; jede angefangene Einheit wird auf 50 Datensatz aufgerundet.

0,008 $/ 50 Datensatz

Mehrere Abrechnungsereignisse werden unabhängig voneinander kumuliert. Details siehe jeweilige Position. Fehlgeschlagene Läufe werden nicht berechnet.

Credits ansehen

Jetzt ausprobieren

Füllen Sie die Parameter aus und starten Sie — die Ergebnisse stammen aus einem echten Aufruf.

Beispiel

Parameter werden vor dem Absenden gegen input.schema validiert

Search questionquery*The natural-language topic or question to search. Provide at least one character; clearer wording produces more focused results.

Result countcount (optional)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 filterfreshness (optional)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.

Included domainsinclude (optional)Search only the listed domains. Separate up to 100 domain values with | or commas, using domain values supplied by the Data Hub domain list.

Excluded domainsexclude (optional)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 nameaccount_name (optional)Filters results to an exact account name when the source identifies one. Leave empty to search without an account filter.

Organization nameoffice_name (optional)Filters results to an exact organization name when the source identifies one. Leave empty to search without an organization filter.

Search rolerole_code (optional)Uses a configured Data Hub search role, such as WEB_SEARCH. Leave empty to use the system default role.

Bitte füllen Sie zuerst die Pflichtparameter aus

0,008 $ / 50 Datensatz