AI Product Rankings (AI产品排行榜)
Overview
Generate a weekly AI product intelligence brief by scanning AI industry rankings and major AI company official channels. The output is a structured report listing each company's most important flagship product updates with verified source links, formatted for quick consumption.
Workflow
Step 1: Gather Source Data
Search for the latest AI product updates from two parallel channels:
Channel A — AI Industry Rankings:
- Hugging Face model/space rankings
- ProductHunt AI category leaderboard
- a16z AI reports and analysis
- Other prominent AI ranking lists
Channel B — Major AI Company Official Channels:
- OpenAI, Anthropic, Google DeepMind
- ByteDance (字节跳动), Baidu (百度), Alibaba (阿里巴巴)
- Tencent (腾讯), Huawei (华为)
- Other notable AI firms with recent activity
Use WebSearch and WebFetch tools to scan these sources. Load
references/company_list.md for the full target company list and
references/ranking_sources.md for ranking source details.
Step 2: Extract and Filter
For each source found:
- Identify products mentioned (model releases, feature updates, API changes, product launches)
- Filter to flagship/core products only — skip minor bug fixes and routine updates
- Verify the source is from an official channel or reputable publication
- Capture the source URL or WeChat article title and public account name
Step 3: Condense Summaries
For each company, write 1–2 sentences covering:
- Product name
- Key update or change
- Significance (why it matters)
Keep each company entry under 80 characters. Prioritize companies with the most significant updates first.
Step 4: Format the Report
Output the report in the following structure:
## AI产品动态周报 (YYYY-MM-DD)
### 头部AI公司动态
**1. [Company Name]**
- Product: [Product Name] — [Update summary] ([Source Link])
**2. [Company Name]**
- Product: [Product Name] — [Update summary] ([Source Link])
...
### 榜单亮点
- [Ranking/List Name]: [Notable entry or trend] ([Source Link])
---
整体字数:≤800字
Step 5: Validate
Before finalizing:
- Every entry must have a verifiable source link or reference
- Report must not exceed 800 characters total
- No speculative or unverified claims
- Skip any company with no notable updates this week
Resources
references/company_list.md
Full list of target AI companies with their official channels and key products to monitor. Load when beginning Step 1 to ensure complete coverage.
references/ranking_sources.md
List of AI ranking platforms and report sources with URLs and update cadences. Load when beginning Step 1 for Channel A searching.
Notes
- Run weekly, ideally Monday morning to capture the previous week's updates
- If a WeChat article search returns no results for a company, skip that company
- Prefer official sources (company blogs, official accounts) over third-party summaries
- Report language: Chinese (简体中文)
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