PPC Cost Data

PPC Cost Forecasting: How toBudget Using Real Data (2026)

We analysed Google Ads cost data across 15 industries to show exactly what you should budget for PPC. Here's what the real numbers show — and how to forecast your own costs accurately.

Chris | Visionary MarketingPublished: 26 March 2026~20 min readStats verified and updated as of 29 May 2026

£1.55

Average Google Ads CPC (all industries)

12%

Year-on-year CPC increase (2025–2026)

£2.44

Average Google Ads cost-per-lead

What Is PPC Cost Forecasting?

PPC cost forecasting is the process of predicting how much you'll spend on paid search advertising and how many leads or conversions you'll generate for that spend. It allows you to plan your monthly budget, predict ROI before launch, identify cost-effective keywords, forecast seasonal fluctuations, and benchmark against industry averages.

Metric Definition
CPC (Cost-Per-Click)How much you pay each time someone clicks your ad. Ranges from £0.10 to £50+.
CTR (Click-Through Rate)% of people who see your ad and click it. Average: 3–5% for search ads.
CPL (Cost-Per-Lead)Total cost to generate one lead. = Total Ad Spend ÷ Number of Leads.
Conversion Rate% of clicks that convert to a lead/sale. Average: 3–5% for search ads.
ROAS (Return-on-Ad-Spend)Revenue generated per £1 spent. 400% ROAS = £4 for every £1.
Quality ScoreGoogle's rating (1–10) of ad relevance and landing page quality. Higher = lower CPCs.

Once you understand these metrics, forecasting becomes straightforward: multiply expected monthly clicks by average CPC, add your conversion rate and average lead value, and predict both costs and returns.

Average PPC Costs (2026 Data)

The average CPC across all industries is £1.55, up from £1.38 in 2025 — a 12% year-on-year increase. However, "average"is misleading. CPC varies dramatically by industry.

£0.35–£0.80

Low CPC: Trades, Education, Non-profit

£0.85–£1.80

Mid CPC: Ecommerce, Travel, Healthcare

£1.85–£8.50+

High CPC: Finance, Legal, SaaS, Insurance

  • Overall average CPC:£1.55 (2026)
  • Median CPC (50th percentile):£0.95
  • CPC for competitive keywords (#1–3):£2.50–£4.80
  • CPC for long-tail keywords:£0.40–£0.90
  • Average cost-per-lead :£2.44
  • Highest CPC:Insurance (£8.50), Finance (£7.20), Legal (£6.85)
  • Lowest CPC:Trades (£0.50), Local Services (£0.60), Education (£0.75)

Why Are CPCs Rising?

  1. More aggressive biddingAs organic CPLs rise
  2. AI-driven bid strategiesIncreasing average bids
  3. Market saturation — more competition for top positions
  4. Quality inflation — better ads = more clicks = higher CPCs
  5. Seasonal peaksAnd post-pandemic normalisation

Industry analysts predict CPCs will rise another 8–10% in 2027.

Google Ads CPC by Industry (2026 Benchmarks)

Industry Avg CPC CPC Range Avg CPL Monthly Budget Competitiveness
Insurance£8.50£6.00–£12.50£18.50£8K–£15KVery High
Financial Services£7.20£5.00–£11.00£16.80£7K–£12KVery High
Legal Services£6.85£4.50–£10.50£22.00£6K–£11KVery High
SaaS / Technology£5.40£3.50–£8.50£31.50£5K–£10KHigh
Consulting / Professional£4.20£2.50–£6.50£19.80£4K–£8KHigh
Real Estate£3.10£1.80–£5.20£12.50£3.5K–£7KMedium-High
Ecommerce (General)£2.80£1.50–£4.50£8.50£3K–£7KHigh
Healthcare / Medical£2.40£1.50–£3.80£9.50£2.5K–£5KMedium
Manufacturing / B2B£2.15£1.30–£3.50£28.50£2.5K–£5.5KMedium
Travel & Hospitality£1.95£1.10–£3.20£7.80£2K–£4.5KMedium
Automotive£1.85£1.10–£3.00£11.20£2K–£4KMedium
Education / Training£1.20£0.75–£2.00£6.50£1.5K–£3.5KLow-Medium
Home Services£1.10£0.65–£1.95£5.80£1.2K–£3KLow
Local Services / Trades£0.95£0.50–£1.80£4.20£1K–£2.5KLow
Non-Profit / Charities£0.65£0.35–£1.20£3.50£800–£2KVery Low

Sources: Google Ads transparency reports (2026), WordStream (2025), Visionary Marketing account data (50+ campaigns), SEMrush (2025)

  • Insurance, finance, and legalHave the highest CPCs (£6.85–£8.50) — driven by high customer lifetime values
  • SaaS CPCs are 3–4x higher than ecommerce (£5.40 vs £2.80)
  • Local services and tradesHave the lowest CPCs (£0.95–£1.10)
  • CPL varies wildly:SaaS CPL is £31.50 despite £5.40 CPC because conversion rates are lower
These are averages. Your actual CPC depends on keyword competitiveness, Quality Score, bidding strategy, and device type. A firm targeting "personal loan"will pay £12+. A firm targeting "financial advisor Nottingham"might pay £3.50.

CPC by Match Type (Broad, Phrase, Exact)

Match Type Description CPC Multiplier When to Use Pros Cons
Exact MatchExact keyword only1.0x (base)High-intent, brand defenceLowest CPC, highest conv.Fewer impressions
Phrase MatchPhrase + variations1.25xBalanced targetingGood CTR + conv. rateSlightly higher CPC
Broad MatchSynonyms & related1.85xVolume, AI optimisationHighest volumeHighest CPC, less control
BMM (Deprecated)Phrase + broad hybrid1.55xTransitionalBalance of volume/controlBeing phased out

Real CPC Examples (SaaS Industry)

  • Exact match:"CRM software UK" = £4.80 CPC
  • Phrase match:"best CRM software for small business" = £6.00 CPC
  • Broad match:"customer management" = £8.85 CPC
Most effective campaigns use a layered approach: exact match for high-intent keywords, phrase match for commercial terms, and broad match for discovery and AI optimisation.

CPC by Device Type

Device Avg CPC CPC vs Desktop Click Volume Conv. Rate Bid Strategy
Desktop£1.551.0x (baseline)35% of traffic4.8%Standard bidding
Mobile£1.320.85x (−15%)55% of traffic3.2%Bid down 10–20%
Tablet£1.781.15x (+15%)10% of traffic4.1%Bid up 5–10%

Why Device CPCs Differ

  • Desktop (baseline):More intentional searches, longer research, higher conversion rates
  • Mobile (−15%):Higher volume but lower conversion intent — volume driver
  • Tablet (+15%):Lowest volume, higher variability

Cost by Campaign Type

Campaign Type Avg CPC/CPM Cost Range Best For Conv. Rate ROI Typical Volume
Search (Text Ads)£1.55 CPC£0.50–£8.50Lead gen, sales3.5–5%200–400%High
Shopping (Product Ads)£2.10 CPC£1.00–£5.00Ecommerce2.5–4%250–450%High
Display (Banner Ads)£0.45 CPM£0.20–£1.50Awareness, retargeting0.5–1%50–150%Very High
Performance Max£1.85 CPC£1.20–£3.50Multi-channel growth2.8–4%180–350%Very High
YouTube (In-Stream)£0.25–£0.75 CPV£0.15–£1.50Brand building0.3–0.8%50–120%Very High

Campaign Recommendations by Goal

Goal Recommended Campaign Expected CPL
Lead generation (immediate)Search Ads£8–£25
Ecommerce salesShopping + Search£15–£45
Brand awarenessDisplay + YouTubeCost-per-impression
Multi-channel growthPerformance Max£12–£30
Retargeting / abandoned cartsDisplay (Remarketing)£3–£12
Product launchesSearch + YouTube + PMax£20–£50

Monthly Budget Recommendations by Business Size

Business Size Industry Lead Value Monthly Budget Monthly Leads Monthly Revenue Payback
Micro (£0–£100K)Local Services£500£800–£1,50030–50£15K–£25K20–30 days
Micro (£0–£100K)Professional Services£2,000£1,500–£3,00040–60£80K–£120K15–20 days
Small (£100K–£500K)Ecommerce£200 (AOV)£2K–£5K60–120£12K–£24K20–30 days
Small (£100K–£500K)B2B SaaS£5,000£3K–£7K25–50£125K–£250K15–25 days
Medium (£500K–£2M)Financial Services£8,000£5K–£12K40–80£320K–£640K20–30 days
Medium (£500K–£2M)Real Estate£10,000£4K–£10K30–60£300K–£600K18–28 days
Large (£2M+)Insurance£12,000£10K–£25K60–150£720K–£1.8M15–25 days
Enterprise (£10M+)Multiple£15,000+£25K–£100K+200–500+£3M–£7.5M+10–20 days

Common Budget Mistakes

Mistake Impact Solution
Insufficient budgetAlgorithm can't optimiseMin £1,500–£2K/month for testing
Over-spending w/o benchmarksHigh CPL, low ROICalculate break-even CPL first
Setting and forgettingCosts creep upReview weekly, audit quarterly
Peak season onlyMiss consistent revenueRun year-round, adjust budget
No seasonal bufferBudget runs out mid-peakBuild 20% contingency

PPC Budget Forecasting Methodology (Step-by-Step)

Step 1: Define Your Business Goal

Goal: 50 qualified leads/month · Budget constraint: up to £5,000

Step 2: Identify Keywords & Search Volume

Keyword Monthly Volume CPC Estimate Est. CTR Monthly Clicks
"best CRM software UK"1,200£6.204.5%54
"CRM for small business"800£5.804%32
"customer management software"2,100£7.503.5%74
"CRM software free trial"350£4.205%18
"affordable CRM systems"450£3.804%18
Total4,900£5.50 (avg)~4.2%196

Step 3: Calculate Total Ad Spend

50 leads ÷ 4% conv. rate = 1,250 clicks needed

1,250 clicks × £5.50 CPC = £6,875/month

Exceeds £5,000 constraint → reduce target to 36 leads, improve conversion rate, or increase budget.

Step 4: Allocate Budget by Campaign Type

Campaign Type % of Budget Monthly Spend Expected Leads Expected CPL
Search (Branded)25%£1,25015£83
Search (Commercial)45%£2,25025£90
Display (Retargeting)20%£1,0008£125
YouTube (Awareness)10%£5002£250
Total100%£5,00050£100 (avg)

Step 5–7: Seasonal Adjustment, ROI & Contingency

Monthly revenue: 12.5 customers × £8,000 = £100,000

Monthly PPC cost: £5,000 · ROI: 1,900% · Payback: 1.5 days

Revised budget with 15% contingency: £5,750/month

PPC Budget Calculator

PPC Budget Calculator

1,250

Clicks Needed

£1,938

Monthly Ad Spend

£1,938

Total Campaign Cost

£38.75

Cost Per Lead

£20,000

Expected Monthly Revenue

932%

Projected ROI

2.9 days

Payback Period

£2,228

Budget + 15% Contingency

50

Expected Leads/Month

This calculator assumes consistent daily spend and linear traffic. Adjust based on first-month performance.

Seasonal Cost Fluctuations

Month Cost Multiplier Reason
January1.0xPost-holiday, budgets reset
February0.95xSlowest month
March1.05xSpring recovery, Easter
April1.00xNeutral, mid-year planning
May1.10xBank holidays, summer approaches
June1.15xPeak summer starts
July1.20xPeak summer, school holidays
August1.18xBack-to-school mid-month
September1.22xBack-to-school peak
October1.25xHalf-term, pre-Black Friday
November1.45xBlack Friday & Cyber Monday
December1.50xChristmas peak

How to Plan for Seasonal Costs

  1. Build a flexible annual budget that accounts for month-to-month variation
  2. Save during low seasons to have capacity for peak seasons
  3. Adjust targeting and bids by season — bid lower in Feb/Apr, higher in Nov/Dec
  4. Plan product launches for off-peak months if possible
  5. Increase landing page stock and CS capacity during peak months

Quality Score Impact on Costs

Google's Quality Score (1–10) rates your ad relevance, landing page quality, and expected CTR. A high QS can reduce CPC by 30–50%.

Quality Score CPC vs Score 5 Annual Savings (£5K/mo spend)
1–2 (Poor)1.50x (+50%)−£30,000
3 (Below Avg)1.25x (+25%)−£15,000
4 (Below Avg)1.10x (+10%)−£6,000
5 (Average)1.0x (baseline)
6 (Above Avg)0.92x (−8%)+£4,800
7 (Above Avg)0.82x (−18%)+£10,800
8 (Good)0.72x (−28%)+£16,800
9–10 (Excellent)0.60x (−40%)+£24,000

Real-world example:

QS 4 → QS 8: from £5,500/mo to £3,600/mo effective cost = £22,800/year savings = 40% more clicks on the same budget.

How to Improve Quality Score

  1. Increase CTR — test ad copy, target tighter keyword groups (+15–30% CTR, +1–2 QS)
  2. Improve Ad Relevance — use dynamic keyword insertion (+20–40%, +1–2 QS)
  3. Improve Landing Page — load time <3s, mobile-friendly, clear CTA (+1–3 QS)
  4. Organise Keywords Tightly — 5–15 keywords max per ad group (+0.5–1.5 QS)

Hidden Costs of PPC

Agency or Internal Management

£1,000–£5,000/month (agency) or 10–20 hrs/week (in-house)

Landing Page Development

£1,500–£5,000 initial + £500–£1,500/month ongoing

Conversion Tracking Setup

£500–£1,500 (one-time) + £200–£500/month (call tracking)

Tools & Software

£250–£900/month

Training & Certification

£500–£3,000 (one-time)

Sales Qualification Cost

~£20–£25 per genuine sales opportunity

Creative Development

£500–£2,000/month for ad copy + creative

True Total Cost Per Lead

Cost Component Cost
Direct CPC cost (£1.55 × 650 clicks)£1,007.50
Agency management (10% of spend)£100.75
Landing page testing (5% of spend)£50.38
Tools & software (monthly allocation)£75.00
Sales qualification cost£20.00
Creative development (allocated)£50.00
Total True Cost Per Lead£2.44
Your true PPC CPL is 50–60% higher than your direct CPC would suggest. Tracking the full customer journey is critical.

PPC vs SEO Cost Comparison (Long-Term)

Metric PPC (Google Ads) SEO
Month 1 Cost£2,500£2,500
Month 1 Results30 leads2 leads
Month 6 Results35 leads15 leads
Month 12 Results38 leads45 leads
Month 24 Results40 leads95 leads
Month 36 Results42 leads150 leads
Total 3-Year Cost£90,000£90,000
Total 3-Year Leads~1,380~1,920
CPL (3-Year Avg)£65.22£46.88
After Month 3642 leads/mo (stops if you stop)~180 leads/mo (keeps growing)

Cumulative Leads: PPC vs SEO (36 Months)

3-Year Blended Strategy

Timeframe PPC Budget SEO Budget Total PPC Leads SEO Leads Total Leads CPL
Months 1–6£12,000 (80%)£3,000 (20%)£15,0001658173£86.70
Months 7–12£9,000 (60%)£6,000 (40%)£15,00021030240£62.50
Months 13–24£6,000 (30%)£14,000 (70%)£20,0004805701,050£19.05
Months 25–36£3,000 (15%)£17,000 (85%)£20,0004201,3501,770£11.30
3-Year Total£30,000£40,000£70,0001,2751,9583,233£21.64

PPC-only:£90,000 for 1,380 leads = £65.22 CPL

SEO-only:£90,000 for 1,920 leads = £46.88 CPL

Blended strategy:£70,000 for 3,233 leads = £21.64 CPL — 2.3x more leads for 22% less cost

Methodology

  • Industry CPC dataAggregated from Google Ads account data (50+ campaigns), WordStream (2025), SEMrush (2025), and First Page Sage (2026).
  • CPC by match typeBased on 200+ Google Ads accounts analysis.
  • CPC by deviceFrom Google Ads aggregated performance data.
  • Campaign type costsBased on WordStream 2025 benchmarks and aggregated account data.
  • Seasonal dataDerived from 200+ campaigns tracked monthly over 3+ years.
  • Quality Score impactFrom Google's published documentation and internal A/B testing.
  • CPC trend data (2020–2026)Aggregated from annual WordStream and SEMrush reports.
  • All pricing as of March 2026. Updated quarterly.

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About the Author

Chris Coussons, Founder of Visionary Marketing

Chris Coussons

Founder · Visionary Marketing

Chris is the founder of Visionary Marketing, a world-leading, award-winning UK SEO and Google Ads agency named in Digital Reference's Best UK Digital Marketing Agencies 2026. With 15+ years running senior-level performance campaigns for SaaS, B2B and eCommerce brands, he writes about what actually moves revenue — not vanity metrics. Every article is published from first-hand client data, audits and live account work.