What is Quality Score?
Google Ads Quality Score
Definition, formula, India benchmarks, and the operator-grade nuance behind it.
Quality Score is Google's 1–10 rating of the relevance and quality of ad keywords, ad creative, and landing page experience. Higher Quality Score lowers CPC and improves Ad Rank. It is calculated per keyword based on expected CTR, ad relevance, and landing-page relevance.
Quality Score 1–10 per keyword; higher = lower CPC + better Ad Rank.
3 inputs: expected CTR, ad relevance, landing-page relevance.
Quality Score 7+ saves 25–40% on CPC vs 3–4 score.
Quality Score is a composite 1–10 metric based on expected CTR, ad-keyword relevance, and landing-page relevance. Higher scores reduce CPC and lift Ad Rank.
Quality Score = f(Expected CTR, Ad Relevance, LP Relevance)The operator's read on Quality Score
Quality Score is Google's lever to reward relevance and punish spam. A 9 Quality Score keyword pays 30–50% less CPC than a 4 Quality Score keyword for the same auction position. The three inputs: expected CTR (driven by ad copy + ad-keyword match), ad relevance (driven by keyword in ad copy + landing-page H1), and landing-page relevance (driven by landing-page H1 + content matching keyword). Optimize all three together; siloed optimization rarely lifts QS.
India 2026 benchmarks — Quality Score
- India Google Ads QS distribution: typical 5–7 average
- Top quartile QS: 8–10 (saves 30–40% CPC)
- Bottom quartile QS: 1–4 (pays 50–80% premium)
- Branded keywords typically QS 9–10
- Generic head terms typically QS 5–7
Common mistakes to avoid
- Optimizing QS for the sake of the score, not the resulting cost.
- Treating QS as account-wide instead of per-keyword.
- Not pruning low-QS keywords aggressively.
- Ignoring LP-relevance (focusing only on ad copy).
Frequently asked questions
What's a typical Quality Score value in India?
India 2026 benchmarks vary by category: India Google Ads QS distribution: typical 5–7 average; Top quartile QS: 8–10 (saves 30–40% CPC); Bottom quartile QS: 1–4 (pays 50–80% premium). Bands compress in saturated CPM regimes and widen as products move from impulse to considered. The right benchmark for your business depends on stage, gross margin, and channel mix.
What are the most common mistakes when tracking Quality Score?
Three mistakes recur most often: Optimizing QS for the sake of the score, not the resulting cost.; Treating QS as account-wide instead of per-keyword.; Not pruning low-QS keywords aggressively.. The simplest defense is to define each metric explicitly in your reporting playbook and avoid mixing definitions across teams.
How does Quality Score relate to other unit-economics metrics?
Quality Score is most useful in context. Pair it with CPC and AD-RANK to build a complete picture. Quality Score alone can mislead — the relationship between metrics matters more than any single number.
Should I optimize Quality Score or accept industry-standard values?
Optimization depends on your stage. Early-stage businesses often have Quality Score values outside healthy bands and need to fix structural issues (audience, creative, retention) before chasing the metric. Established businesses can compound through marginal improvements. Frameleads' Growth System maps which lever moves which metric in your specific category.
How Quality Score behaves per industry
Quality Score is a universal metric, but its band, drivers, and optimisation levers vary by category. Drill into the industry-specific version below for the deep view.
- Quality Score for Real Estate DevelopersCAC 3,500–35,000 ₹ · CPC 40–280 ₹Open
- Quality Score for D2C BrandsCAC 250–2,200 ₹ · CPC 8–60 ₹Open
- Quality Score for B2B SaaS StartupsCAC 15,000–3,00,000 ₹ · CPC 50–1,200 ₹Open
- Quality Score for Healthcare Clinics & HospitalsCAC 500–15,000 ₹ · CPC 15–250 ₹Open
- Quality Score for Education & EdTechCAC 400–4,500 ₹ · CPC 12–160 ₹Open
- Quality Score for Financial ServicesCAC 1,500–20,000 ₹ · CPC 30–950 ₹Open
- Quality Score for Professional ServicesCAC 800–12,000 ₹ · CPC 20–500 ₹Open
- Quality Score for Restaurants, Cafes & Cloud KitchensCAC 150–2,500 ₹ · CPC 8–120 ₹Open
- Quality Score for Fashion & Apparel D2CCAC 200–1,200 ₹ · CPC 10–55 ₹Open
- Quality Score for Gyms, Studios & Fitness AppsCAC 250–1,800 ₹ · CPC 12–80 ₹Open
- Quality Score for Automotive Dealers & OEMsCAC 600–4,500 ₹ · CPC 18–120 ₹Open
- Quality Score for Manufacturing & MSMEsCAC 3,000–35,000 ₹ · CPC 25–220 ₹Open
Long-form guides on related topics
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Sources & references
Cited primary and analyst sources. Independent of Frameleads' own data.
- IBEF — India Brand Equity Foundation: Indian Industry Reports — IBEF (Ministry of Commerce & Industry)
Sector-level market size, growth, and policy context for Indian industries.
- IAMAI — Internet & Mobile Association of India — IAMAI
Digital advertising industry body; reports on India internet user base, ad spend, and platform shares.
- MoSPI — Ministry of Statistics and Programme Implementation — Government of India
Primary source for India macro-economic indicators (CPI, GDP, household consumption).
- ASCI Code for Self-Regulation of Advertising in India — Advertising Standards Council of India
Mandatory baseline for all advertising claims in India — including digital, influencer, and comparative ads.
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