Bot Traffic Recovery Case Examples

Criterion	BotRefund	Typical Competitor
Detection accuracy	99% (AI‑corroborated)	Check with the vendor
Supported ad platforms	Google Ads, Meta Ads	Check with the vendor
Pricing model	Free audit; paid plans based on spend tier	Check with the vendor
Setup effort	~1 minute snippet install	Check with the vendor
Refund success rate	83% of claims approved	Check with the vendor

Why Bot Traffic Recovery Matters for Your Business

Bot clicks can consume up to 20% of a Google or Meta ad budget. When automated scripts click ads, the advertiser pays for traffic that never converts. This inflates cost‑per‑click numbers, skews performance reports, and reduces return on investment. Recovering that spend restores budget for genuine prospects and improves campaign data quality. The financial impact grows with spend level; a $100K monthly budget could lose $20K each month to bots. Over a year that equals $240K in wasted dollars. Reclaiming even a fraction of that loss directly improves profitability.

How BotRefund Detects Bots

BotRefund runs 106 independent checks. Eight core behavioral signals form the foundation of its 99% accuracy claim. Each signal is explained below with concrete examples.

Ghost click detection

This signal catches clicks that occur without the natural sequence of human intent. A real user typically moves the mouse, hovers, then clicks. A ghost click appears instantly after page load with no prior movement. BotRefund flags these events as suspicious.

Trap behavior (honeypot)

Hidden page elements — such as invisible links or buttons — are placed where only a script would interact. When a visitor triggers a honeypot, the system records a trap interaction. Real users never see these elements, so any hit is strong evidence of automation.

Pointer behavior

Human mouse paths contain tiny curves and micro‑corrections. Robotic pointers move in perfectly straight lines between coordinates. BotRefund measures linearity and flags paths that lack natural jitter.

Motion behavior

Human hands produce a subtle tremor — a few pixels of jitter per second. Automated browsers often move with zero tremor. The motion check looks for the absence of this micro‑movement.

Speed behavior

Clicks or keystrokes faster than 1 millisecond are physically impossible for a person. The speed signal records any interaction below that threshold and marks it as superhuman.

Path behavior

Grid‑aligned movement — where the cursor snaps to exact pixel rows or columns — indicates scripted navigation. Real users follow organic curves. This check detects the rigid, block‑like patterns.

Engagement behavior

Sessions with zero clicks, zero scrolls, or no mouse movement after landing are flagged. A genuine visitor typically scrolls or clicks within seconds. Static sessions suggest a bot that only loads the page to trigger a pixel.

Session behavior

Visit durations that are too short (under a second), too long (hours with no activity), or uniformly identical across many visits are unnatural. The session check captures these outliers.

Detailed Refund Claim Workflow

1. Install snippet – Add the BotRefund JavaScript tag to the site header. Installation takes about one minute and requires no credit card.
2. Configure detection rules – In the dashboard, enable the eight behavioral signals and set sensitivity thresholds for your traffic profile.
3. Run live audit with specialist – Schedule a call; a BotRefund analyst reviews real‑time data, confirms bot patterns, and records video proof for each flagged click.
4. Generate video‑proof report – The platform compiles a PDF and video package showing the exact click, mouse path, and timestamp for every disputed interaction.
5. Submit via platform dispute center – Upload the report to Google Ads or Meta Ads dispute forms. Include ad‑account IDs, campaign names, and spend dates.
6. Track via BotRefund dashboard – The dashboard shows claim status: submitted, under review, approved, or rejected. Notifications arrive by email.
7. Escalate if rejected – If a platform denies the claim, BotRefund provides a second‑level appeal package with additional evidence and a formal rebuttal letter.

Case Study Highlights

BotRefund publishes 20 verified case studies. The maximum single recovery recorded is $1.2M for a global payment technology company. Typical recoveries range from $15K to $140K per client, depending on monthly spend and bot volume. Examples include a food‑safety SaaS that reclaimed $32,400 (20% lift), an enterprise transformation consultancy that secured $18,200 (22% lift), a logistics SaaS with $45,000 recovered (28% lift), a neobank recovering $140,000 (18% lift), and a luxury real‑estate agency regaining $84,000 (33% lift). These figures come directly from the published case‑study catalog.

Buyer‑Focused Evaluation Criteria

When comparing bot‑refund providers, weigh the following six factors:

• Detection accuracy – BotRefund claims 99% accuracy through multi‑signal corroboration. Ask competitors for their validated rate.
• Supported platforms – BotRefund handles Google Ads and Meta Ads only. Verify whether a rival covers additional networks you use.
• Pricing model – BotRefund offers a free audit; paid tiers scale with monthly ad spend (under $10K, $10K‑$50K, $50K‑$250K, $250K‑$1M, over $1M). Confirm if competitors charge per claim, per seat, or flat fee.
• Setup effort – One‑minute snippet install versus longer integration cycles. Faster setup means quicker recovery.
• Refund success rate – BotRefund reports an 83% approval rate across submitted claims. Request comparable data from other vendors.
• Contract terms – Look for month‑to‑month flexibility, no long‑term lock‑in, and clear cancellation policy. BotRefund’s enterprise plans are custom; standard plans are cancel‑anytime.

Limitations & Risks

Platform policy changes can tighten evidence requirements, making older claims harder to win. Google and Meta each set a minimum evidence threshold; if video proof lacks a clear click timestamp, the claim may be denied. Claims can only be filed for spend dating back to 2017, so older waste is unrecoverable. Ongoing subscription costs apply after the free audit; budget for monthly fees based on your spend tier. False‑positive risk exists: legitimate users with accessibility tools or unusual devices may trigger signals, potentially inflating bot counts. Regular review of flagged sessions with a specialist mitigates this risk.

How to Choose a Bot Refund Provider

Start by defining your monthly ad spend and the platforms you run. Request a free audit from each shortlisted vendor to see real detection data on your traffic. Compare the six evaluation criteria above side‑by‑side. Prioritize providers that offer transparent case studies with dollar amounts, a clear escalation path for rejected claims, and a contract that lets you exit without penalty. Finally, run a pilot for 30‑60 days; measure actual refund dollars received versus the vendor’s projected recovery.

Frequently Asked Questions

• What is the refund approval rate? – BotRefund reports an 83% approval rate across all client claims submitted to Google and Meta.
• How long does a refund take? – After submission, Google or Meta typically processes claims within 30‑60 days.
• Can I recover bot traffic from all ad networks? – BotRefund currently supports Google Ads and Meta Ads only; other networks require separate solutions.
• Is the service free? – A free bot audit is available; full detection, reporting, and claim management are part of paid plans.
• What data do I need to provide? – Your ad spend history and read‑only access to your Google Ads or Meta Ads account are required for claim submission.
• What is the maximum recovery recorded? – The highest single‑case recovery is $1.2M; typical recoveries range from $15K to $140K per case study.
• How far back can I claim? – Refunds can be pursued for Google Ads spend dating back to 2017.

Key Facts

Feature	Detail
Bot click detection rate	Up to 99% accuracy (AI‑corroborated)
Maximum recovered in a single case	$1.2M; typical recoveries $15K–$140K per case study
Refund approval rate	83% of submitted claims approved
Setup time	About one minute
Supported platforms	Google Ads, Meta Ads

Further reading and comparison sources

These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.

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