Features
Stop ad spend waste by automatically negating inefficient search terms across all campaigns.
Daily Automation: Create Negative Exact Match using built-in logic
The blueprint uses four distinct evaluation paths to identify wasteful search terms while protecting valuable converters. Zero-order terms are evaluated on click efficiency, converting terms are assessed on both efficiency and ACOS performance, with dynamic thresholds that scale based on conversion history.
/*
=== Core: Search Term Waste Elimination ===
Purpose: Intelligently negate wasteful search terms using efficiency targets and performance analysis.
Recommended: Create Negative Exact Match | Daily
*/
// === Core Settings ===
let $clicks_threshold = 20; // CORE: Base click threshold for zero-order terms
let $spend_threshold = 5.00; // CORE: Base spend requirement for zero-order terms
// === Strategy Settings ===
let $orders_min_for_acos_eval = 5; // STRATEGY: Orders required for ACOS-based evaluation
let $clicks_min_for_acos_eval = 100; // STRATEGY: Clicks required for ACOS-based evaluation
let $t_acos_threshold_negate = 400%; // STRATEGY: Negate if ACOS ≥ (Target ACOS × 400%) when min clicks & orders are met [e.g., 30% target = 120% threshold]
// === Advanced Settings ===
let $clicks_scaling_per_order = 20; // ADVANCED: Additional clicks allowed per order [e.g., 2 orders = 20 + (2 × 20) = 60 clicks]
let $spend_scaling_per_order = 5.00; // ADVANCED: Additional spend required per order [e.g., 2 orders = $5 + (2 × $5) = $15 spend]
let $irrelevant_terms = ["NEVER_MATCH"]; // ADVANCED: Aggressively negate search terms containing these keywords (unrelated terms)
let $irrelevant_clicks_threshold = 10; // ADVANCED: Clicks required to negate irrelevant terms (ignores all scaling and spend requirements)
// === Safeguards ===
let $safeguard_orders = 10; // SAFEGUARD: Never negate terms with this many orders or more
let $safeguard_min_roas_ratio = 50%; // SAFEGUARD: Protect terms with ROAS ≥ (Target ROAS × 50%) [e.g., 3.33 target ROAS = 1.67 protection]
let $protected_terms = ["NEVER_MATCH"]; // SAFEGUARD: Never negate search terms containing these keywords (your brand, product names, strategic terms)
// === Segment Filters ===
let $include_campaigns = [""]; // FILTER: Apply to all campaigns, or specify terms like ["SP-", "Auto", "Research"]
let $exclude_campaigns = ["NEVER_MATCH"]; // FILTER: Exclude campaigns containing these terms, e.g., ["Brand", "Test", "Archive"]
// ============================================================================
// === Blueprint Logic ===
// ============================================================================
// Advanced logic below - modify carefully
// Pre-calculate performance metrics
let $lifetime_orders = orders(lifetime);
let $lifetime_clicks = clicks(lifetime);
let $lifetime_spend = spend(lifetime);
let $lifetime_acos = acos(lifetime);
let $lifetime_roas = roas(lifetime);
// Calculate scaled thresholds based on order history
let $allowed_clicks = $clicks_threshold + ($lifetime_orders * $clicks_scaling_per_order);
let $spend_required = $spend_threshold + ($lifetime_orders * $spend_scaling_per_order);
// Data sufficiency check (both clicks and spend)
let $sufficient_data = case(
$lifetime_clicks >= $allowed_clicks and $lifetime_spend >= $spend_required => 1,
else 0
);
// Calculate efficiency for converting terms\
let $actual_clicks_per_order = case(
$lifetime_orders > 0 => $lifetime_clicks / $lifetime_orders,
else 999 // Treat zero-order terms as infinitely inefficient
);
// ROAS-based protection calculation
let $target_roas = case(
target acos > 0 => 1 / target acos,
else 0
);
let $roas_protection_threshold = case(
$target_roas > 0 => $target_roas * $safeguard_min_roas_ratio,
else 0
);
let $roas_protected = case(
$lifetime_orders > 0 and $target_roas > 0 and $lifetime_roas >= $roas_protection_threshold => 1,
else 0
);
// Search term relevance analysis
let $protected_term = case(
search term contains any $protected_terms => 1,
else 0
);
let $irrelevant_term = case(
search term contains any $irrelevant_terms => 1,
else 0
);
// Protection safeguards
let $high_order_protection = case(
$lifetime_orders >= $safeguard_orders => 1,
else 0
);
let $protected_overall = case(
$high_order_protection = 1 => 1,
$protected_term = 1 => 1,
$roas_protected = 1 => 1,
else 0
);
// Four negation paths: irrelevant, zero-order waste, efficiency, and ACOS performance
let $irrelevant_candidate = case(
$irrelevant_term = 1 and $lifetime_clicks >= $irrelevant_clicks_threshold => 1,
else 0
);
let $zero_order_waste_candidate = case(
$lifetime_orders = 0 and $sufficient_data = 1 => 1,
else 0
);
let $efficiency_candidate = case(
$lifetime_orders > 0 and ($lifetime_orders < $orders_min_for_acos_eval or $lifetime_clicks < $clicks_min_for_acos_eval) => case(
$actual_clicks_per_order > $clicks_scaling_per_order and $sufficient_data = 1 => 1,
else 0
),
else 0
);
let $performance_candidate = case(
$lifetime_orders >= $orders_min_for_acos_eval and $lifetime_clicks >= $clicks_min_for_acos_eval => case(
target acos > 0 and $lifetime_acos > target acos * $t_acos_threshold_negate => 1,
else 0
),
else 0
);
let $negation_candidate = case(
$irrelevant_candidate = 1 => 1,
$zero_order_waste_candidate = 1 => 1,
$efficiency_candidate = 1 => 1,
$performance_candidate = 1 => 1,
else 0
);
// Diagnostic properties
let $reason = case(
$high_order_protection = 1 => "Protected - too many orders to negate",
$protected_term = 1 => "Protected - contains protected keyword",
$roas_protected = 1 => "Protected - ROAS above safeguard threshold",
$irrelevant_candidate = 1 => "Contains irrelevant terms, met click threshold",
$irrelevant_term = 1 and $lifetime_clicks < $irrelevant_clicks_threshold => "Contains irrelevant terms, needs more clicks",
$zero_order_waste_candidate = 1 => "Zero orders, met click threshold",
$efficiency_candidate = 1 and $actual_clicks_per_order >= $clicks_scaling_per_order * 2 => "Greatly exceeds click-per-order limit",
$efficiency_candidate = 1 => "Exceeds click-per-order limit",
$performance_candidate = 1 => "ACOS far above target threshold",
$sufficient_data = 0 and $lifetime_spend < $spend_required and $lifetime_clicks < $allowed_clicks => "Insufficient spend and clicks",
$sufficient_data = 0 and $lifetime_spend < $spend_required => "Insufficient spend",
$sufficient_data = 0 => "Insufficient clicks for order level",
$lifetime_orders > 0 and ($lifetime_orders < $orders_min_for_acos_eval or $lifetime_clicks < $clicks_min_for_acos_eval) => "Converting within click-per-order limit",
$lifetime_orders >= $orders_min_for_acos_eval and $lifetime_clicks >= $clicks_min_for_acos_eval => "ACOS below negation threshold",
else "Zero orders, needs more clicks"
);
let $result = case(
$zero_order_waste_candidate = 1 => "Negate - Zero Orders, High Clicks",
$irrelevant_candidate = 1 => "Negate - Irrelevant Term",
$efficiency_candidate = 1 => case(
$lifetime_orders = 1 => "Negate - Single Order, High Clicks",
$lifetime_orders >= 2 => "Negate - Converting but Inefficient",
else "Negate - Over Click Limit"
),
$performance_candidate = 1 => "Negate - High ACOS (Converting Well)",
$high_order_protection = 1 or $protected_term = 1 or $roas_protected = 1 => "Protected - No Action",
else "No Action"
);
// === Final Filter ===
negated = false
and (campaign name contains any $include_campaigns)
and (campaign name does not contain any $exclude_campaigns)
and $negation_candidate = 1
and $protected_overall = 0
/*
=== Core: Search Term Waste Elimination ===
Purpose: Intelligently negate wasteful search terms using efficiency targets and performance analysis.
Recommended: Create Negative Exact Match | Daily
*/
// === Core Settings ===
let $clicks_threshold = 20; // CORE: Base click threshold for zero-order terms
let $spend_threshold = 5.00; // CORE: Base spend requirement for zero-order terms
// === Strategy Settings ===
let $orders_min_for_acos_eval = 5; // STRATEGY: Orders required for ACOS-based evaluation
let $clicks_min_for_acos_eval = 100; // STRATEGY: Clicks required for ACOS-based evaluation
let $t_acos_threshold_negate = 400%; // STRATEGY: Negate if ACOS ≥ (Target ACOS × 400%) when min clicks & orders are met [e.g., 30% target = 120% threshold]
// === Advanced Settings ===
let $clicks_scaling_per_order = 20; // ADVANCED: Additional clicks allowed per order [e.g., 2 orders = 20 + (2 × 20) = 60 clicks]
let $spend_scaling_per_order = 5.00; // ADVANCED: Additional spend required per order [e.g., 2 orders = $5 + (2 × $5) = $15 spend]
let $irrelevant_terms = ["NEVER_MATCH"]; // ADVANCED: Aggressively negate search terms containing these keywords (unrelated terms)
let $irrelevant_clicks_threshold = 10; // ADVANCED: Clicks required to negate irrelevant terms (ignores all scaling and spend requirements)
// === Safeguards ===
let $safeguard_orders = 10; // SAFEGUARD: Never negate terms with this many orders or more
let $safeguard_min_roas_ratio = 50%; // SAFEGUARD: Protect terms with ROAS ≥ (Target ROAS × 50%) [e.g., 3.33 target ROAS = 1.67 protection]
let $protected_terms = ["NEVER_MATCH"]; // SAFEGUARD: Never negate search terms containing these keywords (your brand, product names, strategic terms)
// === Segment Filters ===
let $include_campaigns = [""]; // FILTER: Apply to all campaigns, or specify terms like ["SP-", "Auto", "Research"]
let $exclude_campaigns = ["NEVER_MATCH"]; // FILTER: Exclude campaigns containing these terms, e.g., ["Brand", "Test", "Archive"]
// ============================================================================
// === Blueprint Logic ===
// ============================================================================
// Advanced logic below - modify carefully
// Pre-calculate performance metrics
let $lifetime_orders = orders(lifetime);
let $lifetime_clicks = clicks(lifetime);
let $lifetime_spend = spend(lifetime);
let $lifetime_acos = acos(lifetime);
let $lifetime_roas = roas(lifetime);
// Calculate scaled thresholds based on order history
let $allowed_clicks = $clicks_threshold + ($lifetime_orders * $clicks_scaling_per_order);
let $spend_required = $spend_threshold + ($lifetime_orders * $spend_scaling_per_order);
// Data sufficiency check (both clicks and spend)
let $sufficient_data = case(
$lifetime_clicks >= $allowed_clicks and $lifetime_spend >= $spend_required => 1,
else 0
);
// Calculate efficiency for converting terms\
let $actual_clicks_per_order = case(
$lifetime_orders > 0 => $lifetime_clicks / $lifetime_orders,
else 999 // Treat zero-order terms as infinitely inefficient
);
// ROAS-based protection calculation
let $target_roas = case(
target acos > 0 => 1 / target acos,
else 0
);
let $roas_protection_threshold = case(
$target_roas > 0 => $target_roas * $safeguard_min_roas_ratio,
else 0
);
let $roas_protected = case(
$lifetime_orders > 0 and $target_roas > 0 and $lifetime_roas >= $roas_protection_threshold => 1,
else 0
);
// Search term relevance analysis
let $protected_term = case(
search term contains any $protected_terms => 1,
else 0
);
let $irrelevant_term = case(
search term contains any $irrelevant_terms => 1,
else 0
);
// Protection safeguards
let $high_order_protection = case(
$lifetime_orders >= $safeguard_orders => 1,
else 0
);
let $protected_overall = case(
$high_order_protection = 1 => 1,
$protected_term = 1 => 1,
$roas_protected = 1 => 1,
else 0
);
// Four negation paths: irrelevant, zero-order waste, efficiency, and ACOS performance
let $irrelevant_candidate = case(
$irrelevant_term = 1 and $lifetime_clicks >= $irrelevant_clicks_threshold => 1,
else 0
);
let $zero_order_waste_candidate = case(
$lifetime_orders = 0 and $sufficient_data = 1 => 1,
else 0
);
let $efficiency_candidate = case(
$lifetime_orders > 0 and ($lifetime_orders < $orders_min_for_acos_eval or $lifetime_clicks < $clicks_min_for_acos_eval) => case(
$actual_clicks_per_order > $clicks_scaling_per_order and $sufficient_data = 1 => 1,
else 0
),
else 0
);
let $performance_candidate = case(
$lifetime_orders >= $orders_min_for_acos_eval and $lifetime_clicks >= $clicks_min_for_acos_eval => case(
target acos > 0 and $lifetime_acos > target acos * $t_acos_threshold_negate => 1,
else 0
),
else 0
);
let $negation_candidate = case(
$irrelevant_candidate = 1 => 1,
$zero_order_waste_candidate = 1 => 1,
$efficiency_candidate = 1 => 1,
$performance_candidate = 1 => 1,
else 0
);
// Diagnostic properties
let $reason = case(
$high_order_protection = 1 => "Protected - too many orders to negate",
$protected_term = 1 => "Protected - contains protected keyword",
$roas_protected = 1 => "Protected - ROAS above safeguard threshold",
$irrelevant_candidate = 1 => "Contains irrelevant terms, met click threshold",
$irrelevant_term = 1 and $lifetime_clicks < $irrelevant_clicks_threshold => "Contains irrelevant terms, needs more clicks",
$zero_order_waste_candidate = 1 => "Zero orders, met click threshold",
$efficiency_candidate = 1 and $actual_clicks_per_order >= $clicks_scaling_per_order * 2 => "Greatly exceeds click-per-order limit",
$efficiency_candidate = 1 => "Exceeds click-per-order limit",
$performance_candidate = 1 => "ACOS far above target threshold",
$sufficient_data = 0 and $lifetime_spend < $spend_required and $lifetime_clicks < $allowed_clicks => "Insufficient spend and clicks",
$sufficient_data = 0 and $lifetime_spend < $spend_required => "Insufficient spend",
$sufficient_data = 0 => "Insufficient clicks for order level",
$lifetime_orders > 0 and ($lifetime_orders < $orders_min_for_acos_eval or $lifetime_clicks < $clicks_min_for_acos_eval) => "Converting within click-per-order limit",
$lifetime_orders >= $orders_min_for_acos_eval and $lifetime_clicks >= $clicks_min_for_acos_eval => "ACOS below negation threshold",
else "Zero orders, needs more clicks"
);
let $result = case(
$zero_order_waste_candidate = 1 => "Negate - Zero Orders, High Clicks",
$irrelevant_candidate = 1 => "Negate - Irrelevant Term",
$efficiency_candidate = 1 => case(
$lifetime_orders = 1 => "Negate - Single Order, High Clicks",
$lifetime_orders >= 2 => "Negate - Converting but Inefficient",
else "Negate - Over Click Limit"
),
$performance_candidate = 1 => "Negate - High ACOS (Converting Well)",
$high_order_protection = 1 or $protected_term = 1 or $roas_protected = 1 => "Protected - No Action",
else "No Action"
);
// === Final Filter ===
negated = false
and (campaign name contains any $include_campaigns)
and (campaign name does not contain any $exclude_campaigns)
and $negation_candidate = 1
and $protected_overall = 0
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