What is ad automation software?

Ad automation software runs the repetitive parts of paid advertising end-to-end: generating creative variants, validating each ad against every platform's spec, uploading campaigns to multiple networks at once, and tuning spend based on live performance. Gapscout does all four from a single Excel template and a prompt.

Can Gapscout automate ads on Meta, Google, and TikTok at the same time?

Yes. Gapscout pushes the same campaign hierarchy to Meta (Facebook + Instagram), Google Ads, TikTok, LinkedIn, Snapchat, and Pinterest in one click. Each platform's bulk-upload format is generated automatically, with validation that catches character-limit, image-ratio, and tracking-tag issues before a dollar ships.

How does the AI ad creative work?

Type a brief — for example, 'summer running shoes, soft morning light, coastal road'. Gapscout uses three Flux models (Pro for finals, Dev for hero variants, Schnell for drafts) to generate ad images at every platform-native aspect ratio (1:1, 4:5, 9:16, 16:9, 2:3) in roughly eight seconds. Seven preset styles keep the look consistent across campaigns.

Do I need to connect my ad accounts?

Only for the agentic optimization and reporting layers. Creative generation and template-based bulk upload work without account connections — you download the platform-ready file. To let Gapscout audit live accounts, apply recommendations, and refresh cross-platform reports, you connect Meta, Google, TikTok, LinkedIn, Snap, or Pinterest via standard OAuth.

Is Gapscout built for agencies or in-house teams?

Both. Marketing agencies use Gapscout to ship client campaigns 10x faster across networks; in-house growth teams use it to consolidate Meta, Google, and TikTok management into one workspace. Each Gapscout workspace supports multiple connected ad accounts and per-platform agent schedules.

How fast is the AI ad creative?

About eight seconds from prompt to four publishable image variants at the requested ratio. Flux Pro is used for finals (around $0.04 per image), Flux Dev for hero variants ($0.02), and Flux Schnell for drafts ($0.003) — so a full creative round costs less than a coffee.

What does the agentic media buying do?

Per-platform AI agents read your live ad accounts, score every campaign against 46 audit checks, and surface a prioritized list of recommendations: pause wasted spend, raise budget on winners, fix tracking gaps. Every recommendation shows the dollar impact first; one-click apply executes the platform write under the hood. You can run agents on a daily or weekly cron.

Is there a free trial?

Yes — a 7-day window with no credit card required. The trial includes connecting one ad platform, running one AI agent audit, generating 10 AI ad images, and taking one cross-platform dashboard snapshot. It's built to demonstrate the AI audit, creative engine, and reporting layers; multi-platform campaign uploads start with Pro at $499 per month.

MetricAlso: cost per acquisition, cost per conversion, CAC, customer acquisition cost

CPA (Cost Per Acquisition)

CPA (Cost Per Acquisition) is the average cost in ad spend required to drive one conversion — typically a purchase, signup, or qualified lead — calculated as total spend divided by total conversions.

CPA is the unit-economics counterpart to ROAS. Where ROAS expresses ad efficiency as a revenue ratio, CPA expresses it as an absolute cost: how much you paid in ads to drive one conversion. Calculated as total ad spend divided by total conversions over the same window. A campaign spending $10,000 driving 200 conversions has $50 CPA.

The conversion event being counted matters. 'Purchase CPA' counts revenue-generating purchases; 'Lead CPA' counts form submissions or qualified leads; 'Signup CPA' counts account creations for SaaS. Each network's reporting uses the conversion events you've configured on its tracking layer (Meta Pixel events, Google conversion actions, LinkedIn Insight Tag conversions).

Per-platform CPA is what each network reports natively. As with ROAS, it suffers attribution overlap — multiple platforms can each claim credit for the same conversion. Blended CPA — total ad spend across all platforms divided by total unique conversions — is the unbiased portfolio metric. Tools like Gapscout compute it by aggregating both halves via Marketing APIs.

CPA targets vary dramatically by buyer LTV. A SaaS company with $5,000 LTV can afford $500 CPA and still be 10x profitable; a low-margin ecommerce SKU with $40 average order value needs CPA under $15 to work. The reference ratio is LTV:CAC — most healthy SaaS targets 3:1 or higher; healthy ecommerce targets 3:1+ within a payback window of 90 days.

IN GAPSCOUT

Gapscout's reporting surfaces CPA per-platform and blended across all six supported networks. The audit agents include CPA-regression checks — campaigns whose CPA has worsened against their own 30-day baseline get flagged with the recommended action (typically pause-and-investigate or budget-cut).

Common questions

What's the difference between CPA and CAC?

CPA (Cost Per Acquisition) is commonly used at the campaign or platform level — the cost in ad spend to drive one conversion. CAC (Customer Acquisition Cost) is the business-level metric — total sales + marketing cost to acquire one customer, including non-ad spend. Healthy companies track both.

Should I target a specific CPA?

Yes, but the right target depends on LTV. Calculate your LTV (revenue per customer over their lifetime); your target CPA should be at most LTV / 3 to maintain a 3:1 LTV:CAC ratio. Below that ratio, the business doesn't scale profitably even at high spend volume.

How is CPA different from ROAS?

Inversely related: ROAS = AOV / CPA, where AOV is average order value. A campaign with $80 AOV and $20 CPA has 4x ROAS. CPA is the absolute-cost framing; ROAS is the efficiency-ratio framing. Both matter — high-AOV brands track ROAS, transactional brands often track CPA.

RELATED TERMS

Concepts that connect.

Metric

Common questions

Concepts that connect.

ROAS

LTV:CAC ratio

CTR (Click-Through Rate)