SEO Keyword Research: a Tokeny case study
Search and analyze trending keywords in target domains, evaluate competition, and develop SEO strategies. Follow the recorded task, execution screenshots, actual files and verification notes.
By the Tokeny team · Windows · Tokeny 1.7.8 · gpt-6-sol
Prepare the inputs
Create a separate workspace in Tokeny, download and unpack the sample inputs, then select a model that supports tools. The sample uses synthetic data or the public sources named in the article.
- product-brief.md
- sources.txt
Send the task to Tokeny
The original task was executed in Chinese. Copying these instructions reproduces the same task; the results below include an English report.
为产品制作 SEO 关键词研究草案，实际阅读 Google 官方 SEO 基础文档，围绕用户任务做词簇、意图和落地页映射；没有搜索量工具时不编造搜索量或竞争度。 交付文件：keywords.csv、seo-plan.md。 验收要点： - 至少 12 个候选词与意图 - 标明搜索量待验证 - 实际读取官方指南 这是使用合成演示输入或指定公开资料的真实操作案例。请先读取工作空间输入，再实际生成文件并自检。所有写入、脚本与临时服务限于当前工作空间；临时服务只监听 127.0.0.1，执行后关闭；不触达外部收件人、不发布、不付款、不更改系统设置，不调用子智能体。需要公开资料时可读取给定 URL。只启用完成任务必需的工具。另写 report.md（中文）和 report.en.md（英文），简洁、完整，包含输入、处理步骤、真实结果、检查方式和局限；失败或未验证部分如实记录，不能宣称成功。最终回复用中文列出产物、关键结果与待核实项。 排版检查：Word 主标题仅出现一次，标题为黑色且与后续正文或表格保持同页；Excel 表头和长文字不能被窄列截断，合理设置列宽、换行、行高；HTML 在 390px 视口不能整页横向溢出。报告没有固定字数要求，不要为字数反复改写。
The recorded run used an isolated demonstration workspace. Review the commands and file paths before approving operations in your own workspace.
What actually ran
The task was submitted through the Tokeny input box. An online model read the inputs and executed tools. Public sources are listed in the report, along with retrieval failures, missing information and scope.
Results and verification
Inputs
product-brief.md: Songguo Task Board, a fictional demo product for teams of 3–10; features are task lists, assignees, due dates, and CSV export. The free plan supports up to 3 people; the team plan is RMB 29 per person per month.sources.txt: URL for Google's Search Central SEO Starter Guide.- Constraints: do not invent customer testimonials, sales, third-party endorsements, search volume, or competition data.
Processing Steps
- Read the product brief, source list, and environment notes in the workspace.
- Actually read Google's official SEO Starter Guide and record the page's displayed last-updated date: 2025-12-18.
- Used the guide's principles about audience search terms, helpful and unique content, descriptive titles and URLs, internal links, avoiding keyword stuffing, and reducing duplicate content to group terms by user task.
- Added intent, funnel stage, landing-page mapping, and content angle for each candidate; marked search volume and competition as "待验证" (to be verified).
- Wrote
keywords.csv,seo-plan.md,report.md, and this report.
Actual Results
keywords.csv: 16 candidate keywords across core task management, team size, task lists, assignees, due dates, small-team projects, CSV export, pricing, and brand/category clusters.seo-plan.md: includes inputs, official-guide principles, cluster and intent summary, landing-page mapping, execution suggestions, and a verification checklist.- Proposed page types include the home page, feature pages, a 3–10-person small-team page, pricing, and a team task-list guide.
- No search-volume or competition figures were produced. Every row uses "待验证" because no keyword-data tool was available.
Checks
- Checked the CSV header, row count, and required fields; confirmed there are at least 12 candidates and that each row has intent, landing-page mapping, and search-volume status.
- Checked that the Markdown plan contains the official-guide URL, actual-reading note, limitations, and verification items.
- Compared the output with the product brief to ensure that mobile apps, AI scheduling, third-party authentication, testimonials, sales, and endorsements were not added as facts.
- Checked that the Chinese report covers inputs, steps, actual results, checks, and limitations.
Limitations and Items to Verify
No keyword planner or Search Console data was available, so search volume, competition, SERP features, current rankings, and traffic remain unverified. Recheck the clusters with real query and Search Console data after launch. Product confirmation is still needed for billing details, CSV fields/encoding/limits, and whether the proposed URLs will be implemented. This is a keyword research draft, not a ranking or traffic forecast.
Official source: https://developers.google.com/search/docs/fundamentals/seo-starter-guide
Download and inspect the outputs
The archive contains the files created during this run. Use these checks when adapting the example to your own data.
- Reconcile the reported results against the downloadable sample inputs.
- Open the generated files and check the contents relevant to your task.
- Review the limitations and any unverified steps in the report.