Account Structure
Quality Score is one of those metrics that PPC practitioners obsess over — and for good reason. A stuck or low Quality Score can inflate your CPCs, tank your ad positions, and quietly drain your budget while your competitors sail past you in the auction. If you've been staring at a stubborn 3/10 or 4/10 for weeks and wondering what you're doing wrong, you're not alone. This is a recurring pain point across the industry, and the fix almost always comes down to three interconnected levers: relevance, landing page experience, and expected CTR. Let's unpack exactly how to diagnose and fix a stuck Quality Score — with the same systematic approach I'd use on any of the accounts in my portfolio.
Understanding What Quality Score Actually Measures
Before you can fix a stuck Quality Score, you need to understand what's actually being graded. Google evaluates three sub-components, each rated as "Above Average," "Average," or "Below Average":
- Expected Click-Through Rate (eCTR): How likely your ad is to get clicked, given the keyword — compared to historical performance across all advertisers using that keyword.
- Ad Relevance: How closely your ad copy matches the intent of the keyword being searched.
- Landing Page Experience: How relevant, transparent, and easy to navigate your landing page is for users arriving from that keyword.
Quality Score itself is reported on a 1–10 scale, but it's really a diagnostic tool — not a bidding variable in real-time auctions. Google uses a real-time Quality Score calculation in each auction that incorporates far more signals. That said, a persistent low reported Quality Score is a strong signal that something structural is broken in your account.
Key Insight: Quality Score is a lagging indicator. Changes you make today — to ad copy, landing pages, or keyword grouping — often take 1–3 weeks to reflect in your reported scores. Don't make rapid-fire changes and then judge them after 48 hours.
Diagnosing Your Quality Score: Where to Look First
Pull the Sub-Component Data
In Google Ads, navigate to your Keywords report and add the following columns: Exp. CTR, Ad Relevance, and Landing Page Exp. This tells you exactly which of the three components is dragging your score down. Don't guess — let the data tell you where to focus.
Here's a quick triage framework based on what you find:
| Sub-Component Rating |
Primary Fix |
Typical Timeline to Improve |
| Expected CTR: Below Average |
Rewrite ad copy with stronger CTAs; test new headlines; improve offer clarity |
2–4 weeks after sufficient impressions |
| Ad Relevance: Below Average |
Tighten keyword-to-ad grouping (SKAGs or tightly themed groups); use keyword in headlines |
1–2 weeks |
| Landing Page Exp: Below Average |
Improve page speed, relevance of content, CTA clarity, transparency signals |
2–6 weeks (Googlebot crawl dependent) |
Check for Keyword Volume Issues
Low-volume keywords may show "–" for Quality Score, meaning Google doesn't have enough data to assign a score. This isn't a Quality Score problem — it's a volume problem. You either need to accept the uncertainty or shift spend toward keywords with enough search volume to generate meaningful signals (generally at least 1,000+ impressions per month).
Common Mistake: Obsessing over Quality Score on keywords with fewer than 500 impressions. These scores are statistically unreliable and can bounce wildly between 4 and 8 based on a handful of clicks. Focus your optimization energy on high-volume, high-spend keywords first.
Fixing Ad Relevance: The Fastest Win
Ad Relevance is usually the easiest Quality Score component to improve because you have direct control over it. A "Below Average" rating here almost always means your ad copy doesn't closely reflect the keyword's intent.
Restructure Your Ad Groups
A common question in the r/PPC community is whether to pause low-quality keywords and re-create them fresh — and there's real merit to this approach. As practitioners often discuss, resetting keywords by pausing and cloning them into a new, tightly themed ad group can give you a clean slate while also forcing you to rethink the keyword-to-ad alignment.
The structural principle here is simple: each ad group should represent a single, coherent theme. If your "project management software" ad group contains keywords like "task tracking app," "team collaboration tools," and "agile project software" — you're going to struggle to write ad copy that's highly relevant to all of them simultaneously.
- Identify the keywords pulling the lowest Ad Relevance scores.
- Group them by tighter semantic intent (not just topic).
- Create dedicated ad groups for each intent cluster.
- Write ads that include the core keyword phrase in Headline 1 or Headline 2.
- Use dynamic keyword insertion (DKI) judiciously — it helps relevance but can hurt CTR if misused.
Best Practice: For your top 20% of keywords by spend, consider creating single-keyword ad groups (SKAGs) or tight 2–3 keyword clusters. Yes, they require more management overhead, but the relevance gains — and corresponding CPC reductions — often justify the investment. On accounts I've managed, moving from broad thematic ad groups to tighter clusters has produced Ad Relevance improvements of one to two tiers within three weeks.
Improving Expected CTR: The Iterative Game
Expected CTR is the hardest component to move because it's benchmarked against all advertisers competing on that keyword — not just your own historical performance. Google is essentially asking: given this keyword, how likely is someone to click your ad compared to any ad they've ever shown for this query?
Write for the User's Intent, Not Your Brand
The most common reason for a low Expected CTR is ad copy that leads with what the advertiser wants to say rather than what the user wants to hear. If someone searches "best CRM for small teams" and your headline reads "CRM Software | [Brand Name]" — you're missing the intent signal entirely.
Instead, your headline hierarchy should be:
- Headline 1: Mirror the user's query or desired outcome ("Best CRM for Small Teams")
- Headline 2: Reinforce the key differentiator or benefit ("Trusted by 50,000+ Teams")
- Headline 3: Call to action or urgency ("Start Free — No Credit Card")
Run Genuine Ad Copy Tests
Google's ad rotation for Responsive Search Ads makes true A/B testing harder than it used to be, but you can still extract directional signal by:
- Pinning specific headlines in one RSA and testing against an unpinned version
- Creating a second RSA with completely different messaging angles (price vs. social proof vs. outcome-based)
- Using Google's ad strength indicator as a rough proxy — aim for "Good" or "Excellent," but remember that ad strength and Quality Score are not the same thing
Allow at least 300–500 clicks per variant before drawing conclusions. On competitive keywords with CPCs of $15–$30+, that's a meaningful investment — but the CPC reduction from moving from QS 5 to QS 8 can exceed 30%, making it well worth it.
Key Insight: Moving from a Quality Score of 5 to 7 can reduce your effective CPC by approximately 14–20% at the same bid level, based on the Ad Rank formula. On a $50K/month account, that's real money — potentially $7,000–$10,000 in monthly savings or equivalent additional impression volume without increasing spend.
Landing Page Experience: The Long Game Worth Playing
Landing page experience is where many advertisers get stuck because the fixes require more than just tweaking text in Google Ads — they often require dev resources, CRO expertise, and patience for Google to re-crawl and re-evaluate the page.
The Core Landing Page Signals Google Evaluates
Google's Googlebot crawls your landing pages to assess relevance and user experience. The key factors it considers include:
- Keyword and topic relevance: Does the page content actually address what the keyword suggests? The keyword or its semantic equivalents should appear in your headline, body copy, and ideally the page title tag.
- Page load speed: Google uses Core Web Vitals as part of its evaluation. A page that loads in >3 seconds on mobile is penalized. Use PageSpeed Insights to identify and fix specific bottlenecks.
- Transparency and trustworthiness: Does the page have clear contact information, privacy policy links, and a legitimate business identity? Thin pages that hide business information consistently score poorly.
- Ease of navigation: Is it clear what the user should do next? Are there pop-ups blocking content immediately on arrival? Intrusive interstitials are a known negative signal.
- Mobile experience: With the majority of searches now on mobile, a desktop-only optimized page will drag your landing page score down significantly.
The "Page Swap" Test
One diagnostic I frequently use is the page swap test. If a keyword has a persistent "Below Average" landing page experience but your ad copy and CTR look healthy, try pointing that keyword (or ad group) to a different, more tightly relevant landing page and monitor the sub-component rating over 3–4 weeks. This tells you quickly whether the issue is the specific page or a broader domain/site quality signal.
Best Practice: Build dedicated landing pages for your top keyword clusters rather than sending paid traffic to your homepage or generic product pages. Even a simple, well-optimized landing page that directly addresses the search intent — with clear headlines, relevant copy, fast load times, and a single focused CTA — will outperform a beautifully designed homepage on every Quality Score dimension.
Common Mistake: Sending all your ad traffic to the homepage and then wondering why Landing Page Experience is "Below Average." Homepages are designed to serve multiple audiences and purposes. They're almost never the right destination for a keyword-specific paid search campaign, and Google's systems are sophisticated enough to recognize the mismatch.
The Nuclear Option: Pausing and Cloning Keywords
As practitioners often discuss in threads like the one that prompted this post, sometimes a keyword accumulates so much negative historical data that it becomes nearly impossible to rehabilitate. A keyword that has sat at QS 3 for six months — with hundreds of low-CTR impressions baked into its history — may be anchored by that history in a way that makes incremental improvement extremely slow.
In these cases, the pause-and-clone strategy makes sense:
- Pause the low-QS keyword in its current ad group.
- Create a new, tightly themed ad group (or campaign, if you want maximum isolation).
- Add the keyword fresh — with no historical baggage attached.
- Ensure the new ad group has highly relevant, well-written ad copy and a strong landing page before you launch.
- Monitor the new keyword's Quality Score from day one, and don't let bad patterns accumulate.
This works because Quality Score history is tied to the keyword within the account, and starting fresh gives the algorithm an opportunity to evaluate it on current performance rather than dragging along a long tail of poor historical data. That said — if your ad copy and landing page haven't changed, you'll end up in the same place within a few months. The reset only buys you time; the underlying relevance work still has to happen.
What to Do Next: Your Quality Score Recovery Action Plan
If your Quality Score is stuck and you're ready to systematically fix it, here are five concrete steps to take in the next two weeks:
-
Audit your sub-component ratings this week. Add the Expected CTR, Ad Relevance, and Landing Page Experience columns to your Keywords view. Export to a spreadsheet and sort by the lowest-scoring components for your highest-spend keywords. Don't work on low-volume keywords first — focus where spend is concentrated.
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Restructure your two or three worst-performing ad groups. If Ad Relevance is "Below Average" across multiple keywords in the same ad group, that ad group is too broad. Break it into tighter clusters and write ad copy that directly mirrors each cluster's core intent. Include the keyword in at least one headline.
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Run a page speed audit on every landing page receiving significant spend. Use Google PageSpeed Insights and target a mobile score of >70. Fix the top three issues flagged by the tool — usually image optimization, render-blocking JavaScript, and server response time.
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Pause and clone any keyword that has been below QS 4 for more than 60 days without significant changes to ads or landing pages. Set it up fresh in a new, purpose-built ad group with everything aligned from the start.
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Set a calendar reminder to review in three weeks. Quality Score changes don't happen overnight. Give your changes time to accumulate impression data before evaluating success or failure. Document what you changed and when so you can attribute improvements accurately.
Quality Score optimization isn't glamorous work — but it's one of the highest-leverage activities in PPC management. A systematic approach to relevance, CTR improvement, and landing page experience will compound over time, driving down CPCs, improving ad rank, and ultimately making every dollar in your budget work harder.
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AI Disclosure: This article was generated with AI assistance based on a community discussion on
Reddit r/PPC. Expert analysis and practitioner perspective by John Williams, Senior Paid Media Specialist with $350M+ in managed Google Ads spend. AI was used to draft and structure the content; all strategic recommendations reflect real campaign experience.