When the user wants to analyze backlinks, audit link profile, or identify link issues. Also use when the user mentions "backlink analysis," "backlink audit," "referring domains," "toxic links," "link profile," or "disavow file." For acquisition, use link-building.
NewMaintained
Automatic
◆Marketing & Content pack
Last verified 8/14/2026
What it changes
Passed 21 of 22 test cases with the skill, and 21 of 22 without it.
Without skill95%
With skill95%
Checks it passed that the model alone missed
Provides a brief initial summary explaining what backlink analysis covers before detailing the audit steps
1 fixed20 passed either way0 still failing1 broke
Pass-rate lift
0 pp
Tokens
+14%
Agent turns
0%
Response time
-20%
Model gemini-3.6-flashMeasured 8/14/2026v121 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
A test case the skill fixed. Same model, same prompt, with and without the skill.
Prompt
I need help auditing backlinks for my website mysite.com for the first time. Can you analyze my profile?
What was checked, without and with the skill
Checked
Without skill
With skill
Provides a brief initial summary explaining what backlink analysis covers before detailing the audit steps
Missed
Passed
case-01 · gemini-3.6-flash · 8/14/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
When invoking: On first use, if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output.
Use when the user asks to "analyze backlinks", "analyze my off-site signals", or "track AI traffic / ChatGPT / Perplexity referrals"; profiles referring domains, anchor-text mix, toxic links, and disavow candidates (backlinks mode) or isolates AI-assistant referral sessions in GA4/GSC/logs and reports their trend, landing pages, and AI-vs-organic conversion (ai-referrals mode). Not for internal links — use site-structure-optimizer; not for keyword positions — use rank-tracker; not for multi-metr