Search Term Optimization Module

Every query analyzed,
and the right action executed.

Intent evaluated accurately at scale transforms search term management from a maintenance task into a growth engine — one that builds the kind of account precision that shows up in every performance metric.

Negative Term Detection

Large language models decode the semantic intent behind every query.

Scaletrics doesn't pattern-match against word lists — it reads each search term the way a strategist would, parsing commercial viability, audience alignment, and conversion likelihood through deep language understanding. Hundreds of waste terms blocked per month compound into measurable performance gains across your entire portfolio.

01
salesforcesalesforce consultant jobs
-$12
02
mailchimpmailchimp data breach 2024
-$9
03
asanaasana yoga pose for beginners
-$5
04
notionnotion of justice philosophy
-$6
Blocked this month
658
Minimum future waste prevented$4,890
Negative term review
Search Term Optimization · query #01
Block
Detected query
matched against keyword salesforce
>salesforce consultant jobs
Why this gets blocked

The query is structurally a job-search — "jobs" rewrites the intent from buying software to seeking employment. Zero conversion probability against a paid-acquisition campaign.

Minimum future waste prevented
$12
Negative term review
Search Term Optimization · query #02
Block
Detected query
matched against keyword mailchimp
>mailchimp data breach 2024
Why this gets blocked

A user researching a vendor's negative-news cycle is not a buyer. Best case neutral, worst case actively churning — never a click worth paying for.

Minimum future waste prevented
$9
Negative term review
Search Term Optimization · query #03
Block
Detected query
matched against keyword asana
>asana yoga pose for beginners
Why this gets blocked

Brand homonym — "asana" is the Sanskrit word for a yoga posture. The query is structurally pure yoga content, with no relation to project management software.

Minimum future waste prevented
$5
Negative term review
Search Term Optimization · query #04
Block
Detected query
matched against keyword notion
>notion of justice philosophy
Why this gets blocked

Brand homonym — "notion of justice" is a philosophy concept. The query has zero overlap with the SaaS product and will never convert into a qualified lead.

Minimum future waste prevented
$6
Waste Prevention

At $100K+ monthly spend, search term waste isn't a rounding error — it's a strategy problem.

Scaletrics evaluates every query your campaigns trigger and applies the same rigor your best analyst would — but across every campaign, every keyword, every day.

Frequently Asked

Common questions from teams evaluating the module.

6
Questions
frequently asked by PPC managers
Everything you need to know before getting started.

How the system works, what to expect in the first 90 days, and why this isn't like the negative keyword tools you've tried before.

Consensus dimensionsevaluated in parallel
Intent signalsclassified per query
Expert calibrationfirst 3 months
Holdout control groupsprevent feedback loops
01
How does the system decide what to block vs extract?

Four independent scoring dimensions evaluate every query simultaneously — intent, buyer signal, campaign fit, and historical pattern. Each scores on a 0–100 scale. A consensus threshold must be met before any action is taken. Ambiguous cases trigger tiebreaker analysis rather than defaulting to any single signal. After calibration, decision accuracy consistently exceeds 99%.

02
How quickly will I see results?

The first batch of negative keywords and extraction candidates is typically delivered within 72 hours of connecting your account. The system analyzes your existing search term history on day one — no pixels, no tracking changes, no setup work required. Most accounts see measurable waste reduction within the first week.

03
What happens to search terms that aren't clearly good or bad?

They're classified as 'monitor' and placed in a 14-day observation window. The system collects additional intent signals from repeat appearances. About 60% eventually get blocked, 15% get extracted as high-performing keywords, and 25% remain under ongoing observation until a pattern emerges.

04
Who reviews recommendations before they reach my dashboard?

During the first three months, every flagged term passes through PPC specialist review. This calibration period trains the system on your account's specific patterns, brand context, and conversion signals. After calibration, it operates autonomously with daily coherence checks across your keywords, campaigns, and landing pages.

05
How is this different from automated negative keyword tools?

Most tools match words against static lists. This system evaluates intent — understanding why someone searched, not just what they typed. 'Enterprise PPC management software' and 'free PPC management software' share nearly identical words but completely opposite intent. The system distinguishes them because it evaluates four dimensions simultaneously and cross-references your specific campaign context.

06
Can I override a recommendation?

Every verdict surfaces as a one-click approve or reject on your dashboard. When you override, the system learns — adjusting the dimension that was wrong and recalibrating future decisions. It also maintains holdout control groups at the recommendation level to prevent feedback loops and ensure accuracy improves continuously.

KEYWORD DISCOVERY

Your best-performing queries become your newest exact match keywords.

Search terms with strong buying signals are extracted and deployed as exact match keywords on a 30-day trial. Each candidate must outperform existing benchmarks to earn permanent status — underperformers are paused automatically, so your account only grows stronger.

Every extracted term must prove itself against live conversion benchmarks
Underperformers paused on day 30 — your keyword list only ever improves
Extraction pipeline — 94 candidates this month
12 PROMOTED
Search Term Extraction

Turn search queries into revenue. Automatically.

All converting search terms get evaluated by Scaletrics models and senior experts and the best candidates promoted to exact match keywords and tested for 30 days. Only proven performers survive — every candidate ships with a full test results report. Your keyword portfolio gets stronger every cycle, without you lifting a finger.

PORTFOLIO INTELLIGENCE

Every search term categorized, tracked, and turned into a strategic signal.

The Search Term Manager classifies every query by type — brand, competitor, generic — and tracks how each category shifts across campaigns and keywords over time. When competitor terms spike in a branded campaign, or generic queries drift toward irrelevant verticals, the system flags the pattern before it becomes a problem.

Category-level trend detection surfaces signals before they become problems
Search Term Manager — category tracking
3 ALERTS
Verdict Classification

Every query gets one of three verdicts. Each triggers a different action.

Block
658 terms this month
18%
of queries

Job seekers, students, competitors, and DIY operators — permanently excluded so your budget never funds someone who was never going to buy.

google ads manager jobs
Job seeker
smart bidding explained
Learning, not buying
ppc proposal template free
Competitor
google ads exam prep
Student
+654 more
Extract
94 terms this month
2.5%
of queries

Explicit buying signals from decision-makers actively comparing solutions — promoted to exact match and tested for 30 days, with a full test results report on every candidate.

ppc platform pricing plans
Pricing intent
white label ads software
Agency buyer
bid automation demo
Demo intent
enterprise search ads contract
Procurement stage
+90 more
?
Monitor
495 terms this month
21%
of queries

Ambiguous queries with no clear purchase signal yet — tracked for 14 days until the pattern resolves itself.

scale google ads budget
Growth intent, unclear fit
ppc agency vs in-house
Build vs buy
google ads benchmarks 2024
Pre-evaluation
search term audit process
Relevant, no urgency
+492 more
Expert Oversight

Every recommendation reviewed by experts. Before it reaches you.

01
Automated
System Detection
Non-linear saturation models and auction dynamics analyzed continuously
02
Your Analyst
Analyst Calibration
Models calibrated to your account's specific patterns and history
03
Your Strategist
Strategist Review
Guardrails, competitive context, and business goals applied
04
Delivered
Your Dashboard
Actionable recommendation with projected impact delivered
Try It Yourself

See exactly what happens to every query your ads trigger.

Every search term below was evaluated, classified, and actioned without a single human touching it — the difference between managing search terms and having search terms managed for you.

SEARCH TERM OPTIMIZATION1,247 queries evaluated this week

Every query analyzed, intent assessed, and the right action executed.

Our evaluation engine analyzes every search query your ads trigger — classifying not just what someone searched, but why — measuring their intent and their fit against your campaign, products, and goals. High potential queries enter a performance window as added keywords and only those that consistently outperform benchmarks earn permanent keyword status. Waste gets blocked. Edge cases get flagged for expert review.

156 blocked94 extracted1,247QUERIES
MINIMUM FUTURE WASTE BLOCKED THIS MONTH
$2,847
658 negativesadded ·4 keywordsextracted
"free google ads tool download"
INTENT MISMATCH
Exact Match·Enterprise SaaS — Lead Gen·97% confidence
BLOCK
"free google ads tool download"
Zero purchase intent
EXTRACT
"enterprise ppc management software"
Active buyer intent
MONITOR
"ppc automation vs manual bidding"
Research-stage intent
INTENT GAP ANALYSIS
NO MATCH

This searcher wants a free tool to download — not a vendor to evaluate or pay. The "free" + "download" combination is a confirmed non-buyer signal with zero commercial intent, like searching "free Photoshop alternative download" and seeing an Adobe Creative Cloud subscription ad. No ad copy or landing page optimization can bridge this intent gap — the correct action is blocking this term entirely.

$4.60
minimum waste prevented per future click
This pattern triggered 1× this campaign · avg $4.60 CPC
CONTEXT ALIGNMENT
12%
CAMPAIGN
8%
LANDING PG
31%
KEYWORD
VERDICT
99.2%
DECISION ACCURACY
01 — DETECT
AI Negative Term Detection

Every query is evaluated for intent — determining whether the searcher matches your campaign goals and desired target audience. Multiple independent evaluators score each term against brand fit, conversion likelihood, and budget waste risk. Their verdicts are aggregated through a consensus algorithm so no single signal decides alone — and the results are auditable, with the reasoning trail kept for every block.

Brand IdentityCampaignKeywordsLanding Page12 signals
12
CONTEXT SIGNALS
02 — EXTRACT
Search Term Extraction

High-performing queries aren't left buried in your reports. They're surfaced, ranked by conversion strength and competitive overlap, then promoted to standalone keyword candidates so you can validate whether each can hold its own as a target. Every extraction is graded against brand identity, campaign intent, and landing page relevance — so you know which queries deserve their own bid and which to leave as broad.

Month 1Month 2Month 3Automated →PPC ExpertReviews each termExpert training periodFully automated
3 mo
EXPERT TRAINING
03 — MANAGE
Search Term Manager

Every term is automatically categorized by brand, competitor, and generic intent — then continuously monitored. Emerging competitor patterns are surfaced before they cost you, landing-page misalignments are flagged the moment query intent and page content drift apart, and the entire taxonomy is kept in sync with your campaign structure as markets shift.

Get Started

Stop paying for clicks that were never going to convert.

Most accounts are funding hundreds of searches that will never convert. We'll show you exactly which ones — and what blocking them is worth.