Modeled Meta Ads Benchmarks 2026AdRiseLab Planning Estimates by Industry

Name: AdRiseLab
Availability: InStock
Author: AdRiseLab

Classification reviewed: 20 August 2026

AdRiseLab's synthetic 2026 planning model uses an all-industry 1.05% CTR, $13.05 CPM, ~$1.40 CPC, and 3.28x ROAS baseline across 11 industries. These are modeled estimates, not observed customer medians or expected outcomes. Use the Meta ads ROI calculator to translate these benchmarks into account-level return.

Planning estimates for Meta advertising across 11 industries, including e-commerce, SaaS, mobile apps and lead generation. Use the rows to form hypotheses, then evaluate them with objective-matched account data. For more context on market pricing, see the detailed 2026 Facebook ad cost benchmarks and the breakdown of why Meta CPMs jumped 20% in 2026 with the levers that pull them back down.

Industry	Modeled CPC	Modeled CTR	Modeled CPM	Modeled CPA	Modeled ROAS	Modeled Lifespan
Fashion & Apparel	$1.04	1.20%	$12.50	$35	3.5x	8 days
Beauty & Cosmetics	$1.00	1.40%	$14.00	$28	4.2x	7 days
Home & Decor	$1.11	0.90%	$10.00	$45	2.8x	10 days
Electronics	$1.44	0.80%	$11.50	$55	2.2x	9 days
Fitness & Supplements	$1.00	1.30%	$13.00	$32	3.8x	7 days
Food & Beverage	$0.86	1.10%	$9.50	$22	4.5x	11 days
Jewelry & Accessories	$2.14	0.70%	$15.00	$65	3.0x	6 days
Pet Products	$0.73	1.50%	$11.00	$25	4.8x	9 days
SaaS & Software	$3.00	0.60%	$18.00	$85	2.0x	12 days
Mobile Apps	$1.60	1.00%	$16.00	$12	1.8x	5 days
Lead Gen & Local Services	$2.10	0.85%	$17.85	$42	3.4x	14 days

Every industry above has a deep-dive with sub-category, campaign-type, order-value, seasonal and creative-format breakdowns. Click an industry name in the table, or pick one below.

Fashion & Apparel benchmarks deep-dive →Beauty & Cosmetics benchmarks deep-dive →Home & Decor benchmarks deep-dive →Electronics benchmarks deep-dive →Fitness & Supplements benchmarks deep-dive →Food & Beverage benchmarks deep-dive →Jewelry & Accessories benchmarks deep-dive →Pet Products benchmarks deep-dive →SaaS & Software benchmarks deep-dive →Mobile Apps benchmarks deep-dive →Lead Gen & Local Services benchmarks deep-dive →

Not selling a product? Lead generation & local services benchmarks covers cost per lead and cost per booked job for home services, gyms, agencies, finance, legal and medical — where a lead, not a purchase, is the conversion.

Running B2B? See the full SaaS Facebook ads benchmarks & playbook — why SaaS has the highest CPM ($18) and CPC ($3.00), how to read raw CPL vs. qualified-lead cost, and the campaign structure that turns Meta ads for SaaS into qualified pipeline.

Modeled Implications

1.Pet products have the highest CTR (1.50%) — emotional content featuring pets consistently outperforms other categories in stopping the scroll.
2.Food & beverage delivers the best ROAS (4.5x) with the lowest CPA ($22) — low price points and impulse-buy behavior drive efficient conversions.
3.SaaS has the longest creative lifespan (12 days) due to narrower audiences and lower ad frequency — but also the highest CPMs ($18).
4.Mobile apps suffer the fastest fatigue (5 days) — the highest creative volume is needed in this category to maintain performance.
5.Average creative lifespan across all industries: 8.4 days. After this point, most ads experience measurable fatigue signals.

Modeled Creative-Fatigue Heuristics

7-14 days

Modeled planning range

20-40%

Modeled review threshold

15-30%

Modeled review threshold

These values are product heuristics, not measured cross-account averages. They should trigger investigation, not an automatic refresh: confirm the pattern with frequency, CTR, CPA, ROAS, audience, placement, and delivery data from the account.

Frequently Asked Questions

What is a good CTR for Meta ads in 2026?+

There is no universal good CTR. AdRiseLab's synthetic planning model uses 1.05% as an all-industry reference, not an observed customer median. Compare objective-, placement-, geography-, and industry-matched data from your own account before setting a target.

What is the average CPC for Meta ads in 2026?+

This AdRiseLab model produces an all-industry CPC of about $1.40, with modeled industry rows from $0.73 to $3.00. It is a planning estimate, not a measured market average; public datasets use different cohorts, objectives, and attribution rules.

What is a good ROAS for Meta ads in 2026?+

A good ROAS depends on gross margin, returns, repeat purchase, attribution, and operating costs. The values on this page are modeled comparison points, not universal targets or expected outcomes.

Are Meta CPMs higher in 2026?+

This modeled dataset cannot establish a year-over-year Meta CPM trend or its cause. Meta explains that auction cost depends on factors including bid, estimated action rate, ad quality, objective, audience, and competition. Validate changes against matched periods in your own account.

How long do Meta ad creatives last before fatigue?+

There is no universal creative lifespan. The 8.4-day value on this page is a modeled heuristic, not an observed cross-account average. Monitor each creative's frequency, CTR, CPA, ROAS, and delivery trend instead of refreshing on a fixed calendar.

Which industry has the highest Meta ads ROAS in this model?+

Pet Products has the highest modeled ROAS on this page at 4.8x. That is a synthetic AdRiseLab estimate and must not be interpreted as an observed industry ranking or a forecast for an individual advertiser.

How These Compare to Other Published Benchmarks

Public benchmark sets answer different questions. The current sources below vary by objective, geography, attribution, metric definition, and sample. They are useful reference points, but none substantiates the exact modeled rows on this page.

Source	Published scope	Valid use here
Triple Whale	40,000+ e-commerce brands; 1 Aug 2025–31 Jul 2026; observed medians	External comparison for e-commerce metrics; not a source for AdRiseLab rows
Motion	6,015 accounts; 578,750 creatives; $1.29B Meta spend; Sep–Dec 2025	Creative spend/longevity context; not ROAS, CPA, or fatigue-onset validation
WordStream / LocaliQ	US campaigns; 554 traffic and 726 lead campaigns; Apr 2024–Jun 2025	Directional US traffic/lead context only
Varos	Meta API methodology, USD normalization, 7-day click / 1-day view purchase attribution	Metric-definition context; no published sample supporting these rows

Triple Whale's current observed e-commerce medians — including 1.88 ROAS overall, 1.54 for Beauty, 2.24 for Apparel, and 1.60 for Pets — differ materially from this model. A different cohort could produce different values, but without a reproducible reconciliation that difference is uncertainty, not evidence that either set is universal.

Methodology

Classification. Every exact value on this page is an AdRiseLab synthetic planning estimate. The repository does not contain the raw account extract, account count, inclusion rules, weighting, or reconciliation needed to describe these figures as observed customer data or measured industry medians.

The headline rows are modeled baselines. Every sub-segment breakdown — subcategory, order-value tier, season, campaign type, and creative format — is modeled from those baselines rather than observed separately. External sources provide context and definitions, not validation of the exact figures.

CPC values are derived from CPM ÷ (CTR × 1000), so arithmetic consistency is built into the model but is not provenance evidence. Creative lifespan uses a modeled 15% CTR-drop or 20% CPM-rise review heuristic; it is not a universal observed threshold. Model label: Q1-Q2 2026. Methodology version 2.1, reviewed 20 August 2026. Cite figures only as AdRiseLab modeled planning estimates.

Data classification: modeled planning estimate. The repository does not contain a raw account extract, sample count, or reproducible reconciliation that supports these exact rows as observed AdRiseLab customer medians. Treat every value in this benchmark cluster as a synthetic AdRiseLab estimate, not a performance guarantee.

The sources below provide external context and methodology limits; they do not validate the exact AdRiseLab estimates. Their cohorts, objectives, periods, and attribution rules differ.

Triple Whale Meta Ads Benchmarks — Observed e-commerce medians from 40,000+ brands for 2025-08-01 through 2026-07-31; useful as an external comparison, not the source of AdRiseLab's exact rows.
Motion Creative Benchmarks 2026 Methodology — Creative spend and longevity methodology covering 6,015 accounts and 578,750 creatives; it does not validate industry ROAS, CPA, or a universal fatigue-onset day.
WordStream Facebook Ads Benchmarks 2025 — US traffic and lead-campaign reference data with objective, period, and sample limitations; not a global e-commerce ROAS source.
Varos Facebook Benchmark Methodology — Reference for metric normalization and attribution definitions; it does not substantiate AdRiseLab's modeled values.

Source and classification review: 2026-08-20.

Compare the model with your own account

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