Ecommerce

Reducing Carbon Footprint and Ad Waste: How Hana-cupid is Building a Sustainable Future

After deploying Spider AF, Hana-cupid immediately reduced high-CPC search ad fraud and uncovered unnatural overseas traffic that had been completely invisible through standard reporting.

Industry
Ecommerce
Company Url
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Spider AF Product
Reduced High-Cost Fraud
Reduced High-Cost Fraud
ROAS improvement
14 days Time to first insight
The Challenge

Budget disappearing with nothing to show for it

MOTA's performance team noticed their cost-per-install was rising sharply — but installs weren't converting to active users. Something was eating their budget.

  • Google Ads campaigns showing high install volume with near-zero in-app activity
  • Meta click-through rates inflated by what appeared to be bot traffic
  • Internal attribution data was inconsistent — impossible to identify the source
  • Monthly ad spend growing without corresponding business results
  • Manual IP blocking too slow and too narrow to make a meaningful impact
Why Spider AF

The only platform built specifically for ad fraud detection

MOTA needed more than a generic analytics tool. They needed a system that understood how click fraud works in performance marketing — and could stop it in real time.

01

Real-time invalid traffic detection

Spider AF monitors every click and impression in real time, flagging bot traffic, click farms, and abnormal patterns the moment they appear — before they drain more budget.

02

Direct Google & Meta integration

Native integrations with both platforms allow Spider AF to feed exclusion lists back automatically — no manual uploads, no lag between detection and action.

03

Transparent fraud reporting

Detailed dashboards give MOTA's team clear evidence of exactly what was fraudulent, how much it cost, and proof of savings — making it easy to justify the ROI internally.

The Approach

From blind spots to full visibility in four steps

01

Connect & audit

MOTA connected their Google Ads and Meta accounts to Spider AF in under 30 minutes. Spider AF immediately began pulling historical click data to establish a baseline — surfacing patterns that had gone unnoticed for months.

02

Identify fraud sources

The platform identified three distinct fraud vectors: click farms targeting their branded keywords on Google, bot-generated clicks on Meta video ads, and a network of spoofed apps generating fraudulent impressions.

03

Deploy exclusion rules

Spider AF automatically pushed IP exclusion lists and audience exclusions to both platforms. Rules were updated daily, keeping pace with evolving fraud patterns without requiring manual intervention from the MOTA team.

04

Monitor & optimise

With clean traffic data flowing in for the first time, MOTA's team could make genuine optimisation decisions. Bid strategies, audience targeting, and creative allocation all improved — because the underlying data was finally trustworthy.

The Results

Campaign performance before & after Spider AF

Valid installs rose while overall spend held steady — a direct result of eliminating fraudulent traffic from the media mix.

Monthly cost-per-install trend (JPY)

Before Spider AF After Spider AF
¥3,000 ¥2,000 ¥1,000 ¥0 Spider AF deployed Jan Feb Mar Apr May Jun
Pre-deployment average: ¥2,840 / install Post-deployment average: ¥940 / install

"We knew something was wrong, but we had no way to prove it. Spider AF gave us the evidence we needed — and then fixed the problem automatically."

Takeshi Yamamoto
Head of Performance Marketing, MOTA
The Outcome

Clean data. Real results. Confidence restored.

Six months after deployment, MOTA's performance marketing operates on a foundation of trusted data — and their results speak for themselves.

With invalid traffic eliminated, MOTA reallocated ¥2.4 million in previously wasted budget to high-performing placements, tripled their ROAS on Google Ads, and built the internal case to double their digital ad investment in the following fiscal year.

Frequently Asked

Questions about Spider AF for performance marketing

Spider AF begins flagging suspicious patterns within hours of connecting your ad accounts. Most customers see their first actionable fraud report within 24–48 hours, and automated exclusion rules take effect immediately once confirmed.

Yes. Spider AF has native integrations with Google Ads, Meta Ads, and many other major ad platforms. Exclusion lists and audience blocks can be pushed to all connected platforms simultaneously from a single dashboard.

Yes — and that's the point. Raw numbers will decrease, but your real metrics (genuine installs, conversions, ROAS) will improve because your budget is now reaching actual humans. Spider AF's reporting helps you explain this shift to stakeholders clearly.

Absolutely. Spider AF is particularly effective for app install campaigns, where fraudulent traffic patterns (such as install farms and click injections) are most prevalent. The platform includes dedicated detection models tuned for mobile app marketing.

There's no hard minimum, but customers typically see the strongest ROI when spending ¥500,000 or more per month on digital advertising. Even at lower budgets, the data-quality improvements can meaningfully change optimisation decisions.

Is click fraud eating your ad budget right now?

Most companies don't know how much they're losing until they measure it. Spider AF shows you exactly where your budget is going — and stops the waste automatically.

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Reducing Carbon Footprint and Ad Waste: How Hana-cupid is Building a Sustainable Future

After deploying Spider AF, Hana-cupid immediately reduced high-CPC search ad fraud and uncovered unnatural overseas traffic that had been completely invisible through standard reporting.

Company Name: Hana-cupid Co., Ltd.
Industry: E-commerce / Floral Gifts

A subsidiary of the JFTD Group, Hana-cupid Co., Ltd. operates one of Japan’s largest flower e-commerce platforms, connecting a nationwide network of approximately 4,000 florist shops. Their unique model eliminates the need for long-distance transport such as air freight by routing each order to the member florist located closest to the recipient.

Business Objective:
This “local delivery” system not only speeds up fulfillment but also significantly reduces environmental impact. From April 2024 to March 2025, Hana-cupid reduced approximately 121 tons of CO₂ emissions. The company’s goal is to provide a sustainable gifting experience while expanding its customer base through digital marketing.

The Challenge: A “Black Box” of Wasted Spend and Brand Risk

For Hana-cupid, digital advertising is essential for acquiring new customers in the gift market, where repeat purchases are not guaranteed. However, Mr. Ohashi, who oversees the EC business, increasingly struggled with the “black box” nature of ad fraud.

“I knew ad fraud existed,” Mr. Ohashi explains. “As a user, you sometimes see ads shown in places that feel ‘off.’ I knew it was happening, but I didn’t know how to counter it. That was the most frustrating part.”

The team faced three major issues:

  1. Lack of Visibility: Standard reporting showed placements but could not reveal the true extent of fraudulent activity.

  2. Operational Limitations: Manually reviewing every placement each day was unrealistic.

  3. Inability to Act: Even when the team suspected bad traffic, they lacked concrete proof needed to block it without risking legitimate impressions.

“As a single EC site, this was a very difficult problem to solve,” says Mr. Ohashi. “We had no way to confidently judge, ‘This is fraud.’”

Why Spider AF?

Hana-cupid first encountered Spider Labs at a conference and decided to run a trial.

Why They Chose Spider AF:

  • Data-Driven Validation: Having studied ad fraud beforehand, Mr. Ohashi found Spider AF’s explanations logical and evidence-based rather than vague.

  • Clear Visualization of Damage: The trial revealed that the scale of fraud was far greater than expected.

“When I saw the trial results, I was honestly surprised. ‘So it really was happening to this extent,’” Mr. Ohashi recalls. “Seeing the actual damage made internal decision-making smooth.”

Results & Impact

After implementation, Hana-cupid turned its “hunch” about ad fraud into measurable savings and stronger protection.

Quantifiable Outcomes

  • Reduced High-Cost Fraud: The ad fraud rate dropped noticeably, especially in high-CPC search ads. This directly reduced financial loss.

  • Detection of Overseas Threats: Spider AF identified unnatural traffic originating abroad, insights the team would never have discovered on their own.

  • Faster Performance Improvements: “After we started blocking, we felt the difference immediately,” says Mr. Ohashi. “Invisible problems became visible, which led to improvement.”

Additional Benefits: Brand Protection and Industry Stewardship

Beyond cost savings, Hana-cupid sees ad fraud prevention as essential for both brand integrity and industry health. Ads displayed in suspicious environments, Mr. Ohashi notes, can erode user trust.

Long-Term Strategy:
By taking control of ad placement quality, Hana-cupid aligns with government guidance on advertiser responsibility. Mr. Ohashi emphasizes that relying solely on media platforms is not enough. Advertisers themselves must act to prevent the deterioration of the web advertising environment.

“If we move only with the short-term mindset of ‘as long as it sells,’ consumers will leave,” he warns. “We believe continuing these measures has social significance.”

Future Plans

Hana-cupid aims to use marketing to help people rediscover the value and joy of gifting flowers. To support this vision, the company is committed to “correct marketing” and contributing to a cleaner, more trustworthy digital advertising ecosystem.

Industry Leadership:

“As a leading company in the flower industry, I want to take the initiative in ad fraud measures,” says Mr. Ohashi. “We want to have a positive influence not only on our own business but on the entire industry.”

By eliminating waste in both its physical delivery network and its digital marketing, Hana-cupid is proving that efficiency, ethics, and sustainability can work hand in hand.