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Customer Case StudyLanding Page Optimization

Transforming Landing Page Reporting with AI

A global advertiser needed structured insights from thousands of landing page URLs. Aliveo AI deployed a Landing Page Agent to extract attributes, clean data, and automate campaign performance reporting.

Aliveo Product & ResearchAliveo Product & ResearchApplied AI in Advertising
August 20256 min read
Visualization of an AI Agent parsing landing page URLs and generating structured performance metrics

The Challenge: Landing Page Reporting at Scale

A multinational advertiser was managing complex campaigns across multiple markets. Each campaign produced thousands of landing page URLs — but they were inconsistent and often unstructured.

The main challenges were:

  1. Unstructured URLs — Landing page identifiers were buried in messy strings, sometimes missing altogether.
  2. Platform limitations — Ad platforms such as Google Ads could not group landing pages appropriately by market or campaign attribute, leaving analysts blind to critical breakdowns.
  3. Impossible scale for humans — With thousands of URLs across regions, manually cleaning and grouping them was not only slow — it was simply not feasible.

The result:

  • Campaign performance insights at the landing page level were fragmented.
  • Reporting was delayed, making optimizations reactive instead of proactive.
  • Significant spend risked being allocated to landing pages that were not driving conversions.

The Aliveo AI Solution: Landing Page Agent

Aliveo AI introduced a Landing Page Agent to automate the entire workflow.

The Agent followed a structured process:

  • URL cleaning — Removed irrelevant strings and standardized the data.
  • Regex-based extraction — Pulled structured identifiers from URLs. If missing, values were automatically mapped to a fallback category (e.g., "home").
  • Market-level clarity — Where ad platforms failed to group by region or market, the Agent created those groupings automatically by parsing the URL patterns.
  • Time-bounded filtering — Restricted analysis to the most recent 2 weeks for relevance and faster iteration cycles.
  • Automated reporting:
    1. Generated reports with structured identifiers, total clicks, impressions, conversions, costs, and conversion rates.
    2. Delivered clean, formatted outputs (conversion rate as %, costs as whole currency, clicks and conversions in standard form), sorted by clicks.
    3. Applied campaign filters (e.g., Dynamic Search Ads) with the same logic for precision optimization.

The Impact: From Chaos to Clarity

The Landing Page Agent delivered measurable results:

  • Eliminated noise from unstructured URLs, replacing messy strings with clean, reliable identifiers.
  • Overcame platform gaps by generating market- and campaign-level views that Google Ads and other tools could not provide.
  • Accelerated optimization cycles by turning what was once weeks of manual effort into continuous, automated reporting.
  • Unlocked smarter budget allocation by surfacing underperforming landing pages and spotlighting high-converters.

Why This Matters

Landing pages are the final step in the conversion funnel. Without clarity at this level:

  • Teams risk overspending on ineffective experiences.
  • Valuable markets remain underfunded because platforms fail to group appropriately.
  • Analysts waste time wrestling with spreadsheets instead of driving strategy.

With automation, these barriers disappear. Aliveo's Landing Page Agent ensured that reporting was structured, scalable, and always up to date.


Conclusion

Aliveo AI's Landing Page Agent transformed campaign reporting for this advertiser.

By cleaning unstructured URLs, filling gaps left by ad platforms, and automating performance reporting at scale, the company gained clarity, efficiency, and the ability to reallocate budget toward landing pages that actually convert.


If your organization is struggling with messy URLs, platform blind spots, or unscalable reporting, Aliveo AI can help you deploy Agents that deliver clarity and conversion insights—reach out today.

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