--- title: "Keyword Search Results and Page Summaries" description: "Explore keyword search results with page titles, URLs, summaries, search ranks, and status fields, including records for unavailable pages and keywords with no results." url: "https://www.jsonify.com/datasets/keyword-search-and-url-summaries-3630558f97ed" --- # Keyword Search Results and Page Summaries Explore keyword search results with page titles, URLs, summaries, search ranks, and status fields, including records for unavailable pages and keywords with no results. ## About this dataset This dataset contains results from keyword searches and summaries of result pages. The keyword dataset is editable, and the number of results per keyword and summary length can be adjusted. Each run replaces the saved results. ## What you can use it for Use the records to review search results by keyword, inspect result titles and URLs, and browse available page summaries. Status and error fields can help identify records associated with unavailable pages or keywords with no results. ## Coverage Coverage depends on the keywords and settings used for each run. Records are retained for unavailable pages and keywords with no results. ## Column explanations keyword: Search keyword associated with the record. result_title: Title of the search result. result_url: URL of the search result. summary: Summary of the result page. search_rank: Search result rank. status: Record status; specific status values are not defined. error: Error information; specific error meanings are not defined. ## Limitations Each run replaces the previously saved results. The meanings of individual status values and error details are unspecified. ## Licence Use this snapshot, free: CC BY 4.0. Use it for anything, including commercially, with credit to Jsonify. Credit it as: Data: Jsonify, CC BY 4.0, https://www.jsonify.com/datasets/keyword-search-and-url-summaries-3630558f97ed https://creativecommons.org/licenses/by/4.0/ Or collect your own: run this pipeline in your own Jsonify account, or book a live feed for your team (https://calendly.com/paulhunkin/30min). Data you collect is yours to use under your Jsonify terms (https://www.jsonify.com/legal/terms#delivered-dataset), with no credit line. ## Frequently asked questions **Is this dataset free to use?** Yes. The snapshot on this page is published under CC BY 4.0. You can use it in your own work, products and research, including commercially, as long as you credit Jsonify. **How do I credit Jsonify?** Put this line wherever you show or publish the data, and say if you changed it: Data: Jsonify, CC BY 4.0, https://www.jsonify.com/datasets/keyword-search-and-url-summaries-3630558f97ed **How is that different from collecting my own?** The free snapshot is the data Jsonify collected, as of the date shown on this page. If you run the pipeline in your own Jsonify account, or have us run a live feed for you, the data you collect is yours to use under your Jsonify terms. It needs no credit line, and it stays current on your schedule. **What do Download and Customize do?** Both open a free Jsonify workspace of your own. Download puts this dataset in it, ready to export as CSV or JSON. Customize puts a copy of the pipeline in it, so you can change the sources, the rows it collects or the schedule. **Does collecting my own cost anything?** Your account includes free rows to start. Past that you pay for the rows you collect, as set out on the pricing page. Nothing is charged for the Download or Customize step itself. **What does a live feed for my team include?** Jsonify runs the pipeline for you on a schedule, sends change alerts, keeps the history, and adds the coverage you need. It is priced per team. Book a demo to scope it. Refresh: Manual; no schedule enabled. - Active pipeline version: v1 - Schedule: none - Pipeline updated: 29 Oct 2026 - Directory ID: 3630558f97ed - HTML page: https://www.jsonify.com/datasets/keyword-search-and-url-summaries-3630558f97ed - Sample files (CSV, JSON, schema): https://github.com/jsonifyco/public-datasets/tree/main/datasets/keyword-search-and-url-summaries-3630558f97ed ## Pipeline steps 1. **Keywords** (Input): Editable dataset with a keyword column. Blank rows are ignored and duplicate keywords are searched once. 2. **Read Keywords** (Step): Read the keyword column, remove blank entries and combine duplicate keywords. 3. **Search Keywords** (Map): Search the web for each keyword and keep up to the selected number of distinct result URLs. 4. **Expand URLs** (Step): Turn search results into individual pages while keeping a visible record of keywords with no results. 5. **Summarize Pages** (Map): Read each result page and write a concise summary grounded in that page, marking inaccessible pages clearly. 6. **Check Results** (Step): Confirm that at least one discovered page was summarized and preserve unavailable-page and no-results records. 7. **Summaries** (Output): Latest keyword search results and source-grounded page summaries, including explicit unavailable and no-results records. ## Outputs - **Keyword search summaries**: summaries (2 rows); revision 1, published 29 Oct 2026, produced by pipeline v1. Latest keyword search results and source-grounded page summaries, including explicit unavailable and no-results records. ## Preview: Keyword search summaries / summaries | # | keyword | result\_url | result\_title | search\_rank | summary | status | error | | --- | --- | --- | --- | --- | --- | --- | --- | | 1 | urban gardening | https://www.frontiersin.org/journals/horticulture/articles/10.3389/fhort.2025.1651999/full | Environmental and social drivers of urban garden biodiversity: a PRISMA-ScR review | 1 | This scoping review synthesizes 30 studies on how environmental conditions and gardeners’ social and management choices shape biodiversity in urban gardens. Larger, structurally diverse gardens with varied plants and connections to natural habitats often support more species, while intensive mainten | summarized | | | 2 | urban gardening | https://www.climatehubs.usda.gov/hubs/international/topic/urban-agriculture | Urban Agriculture | 2 | The USDA Climate Hubs page describes urban agriculture—from community gardens and rooftop farms to indoor growing—as a way to supplement local food supplies and support climate resilience. It can shorten food supply chains and emissions, store carbon, reduce urban heat, improve food access and biodi | summarized | | Showing 2 of 2 rows from revision 1. ## Version history - v1 (29 Oct 2026): Created an on-demand keyword search pipeline with an editable keyword dataset, adjustable result counts and page summaries. Unavailable pages and searches without results are shown explicitly. ## Repairs No repairs needed so far. ## Latest quality checks - v1 (29 Oct 2026) **Inconclusive**: Both delivered rows passed structural checks and agree with the inspected live page content. Input-keyword completeness and selected result-count compliance could not be verified. — 1 table, 2 rows inspected ## Related datasets - [Streaming Subscription Prices by Country: Official Monthly Plans](https://www.jsonify.com/datasets/streaming-subscription-prices-by-country-5b733a529030.md): Explore source-supported monthly plan prices for eleven streaming services across a selected country panel, with country verification and unresolved coverage clearly distinguished. - [Amazon Product Reviews and Ratings Sample Dataset](https://www.jsonify.com/datasets/amazon-reviews-and-ratings-demo-f31687d4dfcd.md): Sample Amazon.com product-page reviews and ratings for a user-supplied ASIN list, with review text, dates, star ratings, and variant context. - [AI Company Job Postings Data from 42 Job Boards](https://www.jsonify.com/datasets/ai-company-job-postings-5bae5dc811a8.md): Job postings data from 42 AI companies, including OpenAI, Anthropic and Cohere: title, team, location, remote status and salary ranges.