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search-campaign-audit
Google Ads Search campaign audit — match types, quality score, negative keyword gaps, search terms, ad strength, RSA asset coverage
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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Google Ads Search campaign audit — match types, quality score, negative keyword gaps, search terms, ad strength, RSA asset coverage
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
| name | search-campaign-audit |
| description | Google Ads Search campaign audit — match types, quality score, negative keyword gaps, search terms, ad strength, RSA asset coverage |
| version | 1.0.0 |
| author | Cogny AI |
| requires | cogny-mcp |
| platforms | ["google-ads"] |
| user-invocable | true |
| argument-hint | [campaign name or id] |
| allowed-tools | ["mcp__cogny__google_ads__tool_list_accessible_accounts","mcp__cogny__google_ads__tool_execute_gaql","mcp__cogny__google_ads__tool_get_gaql_doc","mcp__cogny__google_ads__tool_get_reporting_view_doc","mcp__cogny__create_finding","WebFetch","WebSearch"] |
A deep audit of your Google Ads Search campaigns — the campaign type where you still control keywords, match types, and ads directly. Finds quality-score drags, wasted match-type spend, negative gaps, and weak ads.
Requires: Cogny Agent subscription ($9/mo) — Sign up
If mcp__cogny__google_ads__tool_execute_gaql is not available, print the Cogny
sign-up instructions (see /google-ads-audit) and stop.
/search-campaign-audit — audit every Search campaign in the account
/search-campaign-audit Brand - Exact — audit one campaign by name or id
| Signal | Poor | OK | Good |
|---|---|---|---|
| Quality Score | ≤4 | 5–6 | 7–10 |
| Ad Strength | Poor / Average | Good | Excellent |
| Search term relevance | <50% spend on intent terms | 50–75% | >75% |
| Impression share lost (rank) | >40% | 20–40% | <20% |
SELECT campaign.id, campaign.name, campaign.status,
campaign.bidding_strategy_type, campaign_budget.amount_micros,
metrics.cost_micros, metrics.conversions, metrics.conversions_value,
metrics.search_impression_share, metrics.search_rank_lost_impression_share,
metrics.search_budget_lost_impression_share
FROM campaign
WHERE campaign.advertising_channel_type = 'SEARCH'
AND segments.date DURING LAST_30_DAYS
ORDER BY metrics.cost_micros DESC
Flag campaigns losing >40% impression share to rank (quality/bids) or to budget.
SELECT ad_group_criterion.keyword.text, ad_group_criterion.keyword.match_type,
ad_group_criterion.quality_info.quality_score,
ad_group_criterion.quality_info.creative_quality_score,
ad_group_criterion.quality_info.post_click_quality_score,
ad_group_criterion.quality_info.search_predicted_ctr,
campaign.name, ad_group.name,
metrics.cost_micros, metrics.conversions, metrics.clicks, metrics.impressions
FROM keyword_view
WHERE segments.date DURING LAST_30_DAYS AND metrics.cost_micros > 0
ORDER BY metrics.cost_micros DESC
LIMIT 100
Flag:
creative_quality_score = ad relevance, post_click_quality_score = landing page,
search_predicted_ctr = expected CTR)Aggregate spend and conversions by match_type (EXACT / PHRASE / BROAD).
Flag:
SELECT search_term_view.search_term, search_term_view.status, campaign.name,
ad_group.name, metrics.cost_micros, metrics.conversions, metrics.clicks
FROM search_term_view
WHERE segments.date DURING LAST_30_DAYS AND metrics.cost_micros > 0
ORDER BY metrics.cost_micros DESC
LIMIT 100
Flag:
NONE (not yet added as keywords) — harvest themSELECT shared_set.name, shared_set.type, shared_set.member_count
FROM shared_set
WHERE shared_set.type = 'NEGATIVE_KEYWORDS'
Flag: no shared negative list, brand terms not negated in non-brand campaigns, and no
list of perennial junk (free, jobs, diy, cheap — adjust to the business).
SELECT ad_group.name, ad_group_ad.ad.id, ad_group_ad.ad.type,
ad_group_ad.ad_strength, ad_group_ad.status, campaign.name,
metrics.impressions, metrics.conversions
FROM ad_group_ad
WHERE campaign.advertising_channel_type = 'SEARCH'
AND ad_group_ad.status = 'ENABLED'
AND segments.date DURING LAST_30_DAYS
Flag:
ad_group_ad.ad_strength of POOR or AVERAGESELECT campaign.name, campaign_asset.field_type, campaign_asset.status
FROM campaign_asset
WHERE campaign.advertising_channel_type = 'SEARCH'
Flag campaigns missing sitelinks, callouts, or structured snippets — free real estate and CTR that most accounts leave on the table.
Search Campaign Audit — [Account Name]
Search Score: X/100 · 30-day spend: [X] · Conv: [X] · CPA: [X]
| Campaign | Spend | Conv | CPA | Avg QS | IS lost (rank) |
|----------|-------|------|-----|--------|----------------|
🔴 Critical — QS ≤4 on top spenders, zero-conversion keyword spend
🟡 Important — broad-match bleed, single-RSA ad groups, missing negatives
🟢 Optimization — extensions, search-term harvesting
Top 3 Actions:
1. [Highest $ impact]
2. ...
3. ...
{
"title": "Quality Score 3 on 'crm software' — $620/mo at a 2.4x CPA penalty",
"body": "'crm software' (phrase) has QS 3: ad relevance below average, landing page below average. It spent $620 last month at $94 CPA vs $39 account average. Tighten the ad group to one theme, mirror the keyword in RSA headlines, and point it at a dedicated landing page.",
"action_type": "keyword_optimization",
"expected_outcome": "QS to 6+, CPC down 20-35%, CPA toward account average",
"estimated_impact_usd": 380,
"priority": "high"
}
Action types: keyword_optimization, negative_keyword, match_type,
creative_refresh, campaign_optimization, bidding_strategy.
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