Ran Bing SERP (en-US / CloakBrowser) for six video-downloader queries and extracted ranked competitor domains by platform cluster. | Dev Logs

Date: 2026-09-02 21:44 Summary: Ran Bing SERP (en-US / CloakBrowser) for six video-downloader queries and extracted ranked competitor domains by platform cluster. Visibility: people

[question] 可以采用bing serp搜索 （承接上一问：调研 YouTube / TikTok / Instagram / 多站视频下载工具网站）

[try to solve]

Context

User asked to re-run / ground the video-downloader landscape research with this repo’s Bing SERP pipeline instead of generic web search alone.

Process

1. Used ~/vscodeai/aibrowsercrawler venv + ops/seo/bing_serp/run_bing_serp.py (CloakBrowser, isolated context, en-US international lock).
2. Seed queries (user-habit phrasing, no forced quotes):
   • youtube video downloader online
   • tiktok video downloader no watermark
   • instagram reel downloader online
   • download video youtube tiktok instagram
   • best online video downloader 2026
   • cobalt tools video downloader
3. Wrote batch markdown: docs/seo/keywords/video-downloader/2026-09-02-video-downloader-bing-serp.md
4. Summarized organic top domains into YouTube / TikTok / Instagram / multi-site / Cobalt / review clusters for the chat reply.

Root cause / analysis

Bing organic for these intents is dominated by:

• Platform specialists (TikTok: ssstik/snaptik/savetik…; Instagram: snapreels/snapsave/indown/sssinstagram…).
• YouTube-focused portals (savefrom mirrors, y2mate clones, ytdownloader/clipto/flixier…).
• All-in-one social downloaders (snapvee, pullvid, giststack, ripper.video, clipssaver, postsyncer, sceneform…).
• Listicle/review SERP for “best … 2026” (videoproc, itechguides, wondershare, etc.) rather than only tools.
• Cobalt brand cluster includes official cobalt.tools, community instance cobalt.meowing.de, and lookalike cobalttools.tools plus mirrors/docs.

Draft competition_tier from the script is a starting point only; this session did not auto-enter keyword-daily-pool or open work-tasks/ (market map only).

Solution

Delivered Bing-grounded competitor map to the user; artifacts:

• Batch MD under docs/seo/keywords/video-downloader/
• Local JSON under .cache/serp/bing/2026-09-02-video-downloader-bing-serp/ (gitignored)

Notes / boundaries

• Related-search parse returned empty for this batch (warnings only); organic lists were still usable.
• Domain lists churn; mirrors/clones and ad-heavy portals are common in this niche.
• Research ≠ product go-ahead; copyright/ToS risk for shipping a downloader remains high.

[actions]

• Ran ops/seo/bing_serp/run_bing_serp.py with --theme video-downloader --write-batch-md
• Created docs/seo/keywords/video-downloader/2026-09-02-video-downloader-bing-serp.md